Update Hugging Face org references: llm-semantic-router → vllm-sr

README.md

@@ -24,7 +24,7 @@ tags:
 
 Text, images, speech and environmental audio in one embedding space. Vela Omni Nano supports multimodal search, routing and clustering with normalized vectors that can be compared directly.
 
-[Try Vela Studio](https://huggingface.co/spaces/llm-semantic-router/vela-studio) · [Vela collection](https://huggingface.co/collections/llm-semantic-router/vela-10-6aa555ba70cc6997d6d67798) · [Detailed evaluation](benchmarks/EVALUATION.md)
+[Try Vela Studio](https://huggingface.co/spaces/vllm-sr/vela-studio) · [Vela collection](https://huggingface.co/collections/vllm-sr/vela-10-6aa555ba70cc6997d6d67798) · [Detailed evaluation](benchmarks/EVALUATION.md)
 
 ## Model overview
 
@@ -44,7 +44,7 @@ A frozen CLAP audio branch adds environmental-sound information to the existing
 
 Scores are 0–100; higher is better. The comparison uses the same held-out evaluation examples, complete retrieval pools and 128-token text cap for both models. **Bold marks improvement over the original small model.** These known test pools are reused across releases.
 
-| Metric | [Original small](https://huggingface.co/llm-semantic-router/multi-modal-embed-small/tree/fdf8e01b7b0f3a69ac1ac8e2a64dcb1ede177ba4) | Current Nano |
+| Metric | [Original small](https://huggingface.co/vllm-sr/multi-modal-embed-small/tree/fdf8e01b7b0f3a69ac1ac8e2a64dcb1ede177ba4) | Current Nano |
 | --- | ---: | ---: |
 | Banking77 · Accuracy | 70.42 | **87.99** |
 | MASSIVE English · Accuracy | 65.95 | **81.97** |
@@ -104,7 +104,7 @@ Use PyTorch and matching torchaudio, Transformers 4.57.6, Hugging Face Hub, safe
 import sys
 from huggingface_hub import snapshot_download
 
-path = snapshot_download("llm-semantic-router/Vela-1.0-Omni-Nano")
+path = snapshot_download("vllm-sr/Vela-1.0-Omni-Nano")
 sys.path.insert(0, path)
 from vela_omni import VelaOmni
 
@@ -125,4 +125,4 @@ Audio residual alignment uses 3,299 FSD50K TRAIN recordings under CC0 or CC-BY 3
 
 The repository includes the native model code, component configurations, and tokenizer and processor files. See [NOTICE](./NOTICE) and [LICENSE](./LICENSE) for component attribution and license terms.
 
-[Explore the Vela model collection](https://huggingface.co/collections/llm-semantic-router/vela-10-6aa555ba70cc6997d6d67798)
+[Explore the Vela model collection](https://huggingface.co/collections/vllm-sr/vela-10-6aa555ba70cc6997d6d67798)

benchmarks/complete-panel-data.json

@@ -24,28 +24,28 @@
   ],
   "sources": {
     "nano_English41": {
-      "url": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/main/benchmarks/mteb-eng-v2.json",
+      "url": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/main/benchmarks/mteb-eng-v2.json",
       "evidence_type": "Vela_release_report",
       "native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
       "sha256": "f3daecad1cf431630598efb04f3667431e3420239240f28a51568a74cef0c64f"
     },
     "nano_audio19": {
-      "url": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/main/benchmarks/maeb-audio-only.json",
+      "url": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/main/benchmarks/maeb-audio-only.json",
       "evidence_type": "Vela_release_report",
       "native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
-      "sha256": "4fc7f217745eb0aa998bf0f8e044bd1fa5de2f73f1a7dead7b829a62c48669ff"
+      "sha256": "d6360bc3e6b7005bf3251df0ead3d4c35358a502e528b3f9628b35e4a0786391"
     },
     "mini_English41": {
-      "url": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/mteb-eng-v2.json",
+      "url": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/mteb-eng-v2.json",
       "evidence_type": "Vela_release_report",
       "native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731",
-      "sha256": "5048644990078e6b0c9bd7aa1d52a7ed60729608ebafdb22bc49b4dad0f7cac9"
+      "sha256": "a124a6c903559ceeaae2ac883af756adcca6dd45a4d1e1bda37136fcfd89be70"
     },
     "mini_audio19": {
-      "url": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/maeb-audio-only.json",
+      "url": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/maeb-audio-only.json",
       "evidence_type": "Vela_release_report",
       "native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731",
-      "sha256": "b9adc831e1de9caed37d38292dc95d65f4f933178fa7abbf7c1211f23617efbf"
+      "sha256": "a6892ff7f563355e9faef208f08e85459f3c81952e44e92a9b911c00f0b5518a"
     },
     "scores_MTEB_eng_v2": {
       "url": "https://mteb-leaderboard-backend.hf.space/v1/benchmarks/MTEB%28eng%2C%20v2%29/scores",
@@ -62,21 +62,21 @@
       "benchmark": "MAEB(beta, audio-only)"
     },
     "mini_component_equivalence": {
-      "url": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/component-equivalence.json",
-      "sha256": "8bbbd3a362d84a6e8f030803259db69e932e5997b1c7af1a276a0d17862eb184",
+      "url": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/component-equivalence.json",
+      "sha256": "14720aceeb7a2a4b9d9f0cd0b0c83b7eef021a0fe5fb964a3aa70dfc3f2f22e9",
       "evidence_type": "exact_component_identity_report",
       "native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731"
     },
     "nano_component_equivalence": {
-      "url": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/main/benchmarks/component-equivalence.json",
+      "url": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/main/benchmarks/component-equivalence.json",
       "evidence_type": "Vela_release_report",
       "native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
-      "sha256": "ebd40f9a887791d1736132c37f510a69e18a03e247422853f54a42b417b0db9b"
+      "sha256": "c11936497d7c86becaa052a0ec646b867f6907f0c1013ba61ee193ff8c80805f"
     }
   },
   "models": {
     "nano": {
-      "repo_id": "llm-semantic-router/Vela-1.0-Omni-Nano",
+      "repo_id": "vllm-sr/Vela-1.0-Omni-Nano",
       "release_commit": null,
       "parameters_exact": 163771288,
       "current_native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
@@ -105,7 +105,7 @@
                   "evaluated_revision": "29994142677559ca657c27b657eda0dddbf583bd4cf42a3a31095ab3f99d1646",
                   "evaluated_native_artifact_sha256": "29994142677559ca657c27b657eda0dddbf583bd4cf42a3a31095ab3f99d1646",
                   "revision_kind": "local native artifact fingerprint, not a Hugging Face commit",
-                  "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/d8ac5b5ac2274a501fc61aeb5be70cec1855a806/benchmarks/component-equivalence.json",
+                  "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/d8ac5b5ac2274a501fc61aeb5be70cec1855a806/benchmarks/component-equivalence.json",
                   "new_full_panel_inference": false,
                   "basis": "199 exact text tensors and byte-identical inference/tokenizer/configuration under the same official evaluator protocol."
                 },
@@ -114,11 +114,11 @@
                   "revision": "self",
                   "native_artifact_sha256": "50ce808197fb43a1b8913a66d4a47339ec66ecd10d52cbd9f9e752d02f8c43fa",
                   "parameters": 135383808,
-                  "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/d8ac5b5ac2274a501fc61aeb5be70cec1855a806/benchmarks/inference-equivalence.json",
+                  "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/d8ac5b5ac2274a501fc61aeb5be70cec1855a806/benchmarks/inference-equivalence.json",
                   "new_benchmark_run": false
                 }
               },
-              "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/main/benchmarks/component-equivalence.json",
+              "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/main/benchmarks/component-equivalence.json",
               "new_full_panel_inference": false,
               "basis": "The frozen text tensors, tokenizer, configuration and encoding computation are unchanged. The original measured text identity is retained."
             }
@@ -128,20 +128,20 @@
         "audio19": {
           "source_id": "nano_audio19",
           "identity": {
-            "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+            "model": "vllm-sr/Vela-1.0-Omni-Nano",
             "evaluated_native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
             "release_native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
-            "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/main/benchmarks/maeb-audio-only.json",
+            "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/main/benchmarks/maeb-audio-only.json",
             "new_full_panel_inference": true
           },
           "self_reference_interpretation": "Nano native fingerprint 474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2"
         }
       },
-      "release_reference": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano",
+      "release_reference": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano",
       "release_revision_semantics": "Exact native fingerprint below; Hub commit is not encoded in this file."
     },
     "mini": {
-      "repo_id": "llm-semantic-router/Vela-1.0-Omni-Mini",
+      "repo_id": "vllm-sr/Vela-1.0-Omni-Mini",
       "release_commit": null,
       "parameters_exact": 1361475288,
       "current_native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731",
@@ -158,7 +158,7 @@
                 "repo_id": "local/Qwen3-Embedding-0.6B-MRL768-NoInstructions",
                 "revision": "98e47eac3fa59b6c627e371230905400b3a405ddc69ab1ef02cb1c476db04294"
               },
-              "applies_to_model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+              "applies_to_model": "vllm-sr/Vela-1.0-Omni-Mini",
               "applies_to_native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731",
               "prior_component_applicability": {
                 "component": "text",
@@ -166,15 +166,15 @@
                   "repo_id": "local/Qwen3-Embedding-0.6B-MRL768-NoInstructions",
                   "revision": "98e47eac3fa59b6c627e371230905400b3a405ddc69ab1ef02cb1c476db04294"
                 },
-                "applies_to_model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+                "applies_to_model": "vllm-sr/Vela-1.0-Omni-Mini",
                 "applies_to_native_artifact_sha256": "1e4eb3cc6a7ab658a4c43baa8d5244a3724125afc2b6dc007737373714ccf8f3",
                 "bridge_native_artifact_sha256": "530d9af9957e1b03560943a0e4ffc1e6745b2aebfc9d977a8e9bbff91c1b627a",
-                "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/f5ef7feb7c0a7877c27ca4fa03c2183edba66fce/benchmarks/component-equivalence.json",
+                "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/f5ef7feb7c0a7877c27ca4fa03c2183edba66fce/benchmarks/component-equivalence.json",
                 "new_whole_Omni_panel_inference": false,
                 "basis": "Exact frozen text weights, tokenizer, active configuration and encoding computation under the same evaluator protocol.",
                 "prior_bridge_native_artifact_sha256": "cf5f45cf6e26cd225e0fc0c1ece629b13b8bd0dfe57dcedef739ca8f529f80ab"
               },
-              "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/component-equivalence.json",
+              "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/component-equivalence.json",
               "new_whole_Omni_panel_inference": false,
               "basis": "Frozen text tensors, tokenizer, configuration and encoding computation are unchanged; retain the original standalone measured identity."
             }
@@ -184,16 +184,16 @@
         "audio19": {
           "source_id": "mini_audio19",
           "identity": {
-            "model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+            "model": "vllm-sr/Vela-1.0-Omni-Mini",
             "evaluated_native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731",
             "release_native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731",
-            "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/maeb-audio-only.json",
+            "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/maeb-audio-only.json",
             "new_full_panel_inference": true
           },
           "self_reference_interpretation": "Mini native fingerprint d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731"
         }
       },
-      "release_reference": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini",
+      "release_reference": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini",
       "release_revision_semantics": "Exact native fingerprint below; Hub commit is not encoded in this file."
     }
   },
@@ -15596,7 +15596,7 @@
         },
         {
           "id": "current:nano",
-          "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+          "model": "vllm-sr/Vela-1.0-Omni-Nano",
           "kind": "nano",
           "parameters_exact": 163771288,
           "parameters_billion": 0.163771288,
@@ -15671,7 +15671,7 @@
         },
         {
           "id": "current:mini",
-          "model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+          "model": "vllm-sr/Vela-1.0-Omni-Mini",
           "kind": "mini",
           "parameters_exact": 1361475288,
           "parameters_billion": 1.361475288,
@@ -23214,7 +23214,7 @@
           {
             "rank": 65,
             "id": "current:nano",
-            "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+            "model": "vllm-sr/Vela-1.0-Omni-Nano",
             "score": 0.6488431514310018,
             "parameters_billion": 0.163771288
           },
@@ -23333,7 +23333,7 @@
           {
             "rank": 82,
             "id": "current:mini",
-            "model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+            "model": "vllm-sr/Vela-1.0-Omni-Mini",
             "score": 0.6349232047933884,
             "parameters_billion": 1.361475288
           },
@@ -24532,7 +24532,7 @@
           {
             "rank": 65,
             "id": "current:nano",
-            "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+            "model": "vllm-sr/Vela-1.0-Omni-Nano",
             "score": 0.6078184975654924,
             "parameters_billion": 0.163771288
           },
@@ -24721,7 +24721,7 @@
           {
             "rank": 92,
             "id": "current:mini",
-            "model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+            "model": "vllm-sr/Vela-1.0-Omni-Mini",
             "score": 0.5878669411134946,
             "parameters_billion": 1.361475288
           },
@@ -29341,7 +29341,7 @@
         },
         {
           "id": "current:nano",
-          "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+          "model": "vllm-sr/Vela-1.0-Omni-Nano",
           "kind": "nano",
           "parameters_exact": 163771288,
           "parameters_billion": 0.163771288,
@@ -29392,7 +29392,7 @@
         },
         {
           "id": "current:mini",
-          "model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+          "model": "vllm-sr/Vela-1.0-Omni-Mini",
           "kind": "mini",
           "parameters_exact": 1361475288,
           "parameters_billion": 1.361475288,
@@ -29844,7 +29844,7 @@
           {
             "rank": 9,
             "id": "current:mini",
-            "model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+            "model": "vllm-sr/Vela-1.0-Omni-Mini",
             "score": 0.47771979797569325,
             "parameters_billion": 1.361475288
           },
@@ -29935,7 +29935,7 @@
           {
             "rank": 22,
             "id": "current:nano",
-            "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+            "model": "vllm-sr/Vela-1.0-Omni-Nano",
             "score": 0.43593843064595883,
             "parameters_billion": 0.163771288
           },
@@ -30315,7 +30315,7 @@
           {
             "rank": 12,
             "id": "current:mini",
-            "model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+            "model": "vllm-sr/Vela-1.0-Omni-Mini",
             "score": 0.5486789236087452,
             "parameters_billion": 1.361475288
           },
@@ -30364,7 +30364,7 @@
           {
             "rank": 19,
             "id": "current:nano",
-            "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+            "model": "vllm-sr/Vela-1.0-Omni-Nano",
             "score": 0.5233540613685161,
             "parameters_billion": 0.163771288
           },

benchmarks/complete-panel-metadata.json

@@ -4,7 +4,7 @@
   "primary_aggregate": "Mean(TaskType)",
   "supplementary_aggregate": "Mean(Task)",
   "data_file": "complete-panel-data.json",
-  "data_sha256": "ffaedbbc06e8db52a0071323c1b15c503a97871b03129710d7e1bdfcb9fd81f6",
+  "data_sha256": "f0761883b6aef92a1cda8b4460f288af9d4c8596f1dd90cec46bbb24d1ac5ec6",
   "score_display": "100 \u00d7 native score",
   "snapshot_date": "2026-09-17",
   "known_size_point_counts": {

benchmarks/complete-panel-ranks.json

@@ -356,7 +356,7 @@
           {
             "rank": 28,
             "id": "current:mini",
-            "model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+            "model": "vllm-sr/Vela-1.0-Omni-Mini",
             "score": 0.703751501978232,
             "parameters_billion": 1.361475288
           },
@@ -622,7 +622,7 @@
           {
             "rank": 66,
             "id": "current:nano",
-            "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+            "model": "vllm-sr/Vela-1.0-Omni-Nano",
             "score": 0.6488431514310018,
             "parameters_billion": 0.163771288
           },
@@ -1744,7 +1744,7 @@
           {
             "rank": 38,
             "id": "current:mini",
-            "model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+            "model": "vllm-sr/Vela-1.0-Omni-Mini",
             "score": 0.6468004520174675,
             "parameters_billion": 1.361475288
           },
@@ -1940,7 +1940,7 @@
           {
             "rank": 66,
             "id": "current:nano",
-            "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+            "model": "vllm-sr/Vela-1.0-Omni-Nano",
             "score": 0.6078184975654924,
             "parameters_billion": 0.163771288
           },
@@ -3206,7 +3206,7 @@
           {
             "rank": 9,
             "id": "current:mini",
-            "model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+            "model": "vllm-sr/Vela-1.0-Omni-Mini",
             "score": 0.47771979797569325,
             "parameters_billion": 1.361475288
           },
@@ -3297,7 +3297,7 @@
           {
             "rank": 22,
             "id": "current:nano",
-            "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+            "model": "vllm-sr/Vela-1.0-Omni-Nano",
             "score": 0.43593843064595883,
             "parameters_billion": 0.163771288
           },
@@ -3677,7 +3677,7 @@
           {
             "rank": 12,
             "id": "current:mini",
-            "model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+            "model": "vllm-sr/Vela-1.0-Omni-Mini",
             "score": 0.5486789236087452,
             "parameters_billion": 1.361475288
           },
@@ -3726,7 +3726,7 @@
           {
             "rank": 19,
             "id": "current:nano",
-            "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+            "model": "vllm-sr/Vela-1.0-Omni-Nano",
             "score": 0.5233540613685161,
             "parameters_billion": 0.163771288
           },
@@ -4834,7 +4834,7 @@
           {
             "rank": 75,
             "id": "current:nano",
-            "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+            "model": "vllm-sr/Vela-1.0-Omni-Nano",
             "score": 0.4255048103315962,
             "parameters_billion": 0.163771288
           },
@@ -5501,7 +5501,7 @@
           {
             "rank": 81,
             "id": "current:nano",
-            "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+            "model": "vllm-sr/Vela-1.0-Omni-Nano",
             "score": 0.3401244620978028,
             "parameters_billion": 0.163771288
           },
@@ -6457,7 +6457,7 @@
             {
               "rank": 65,
               "id": "current:nano",
-              "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+              "model": "vllm-sr/Vela-1.0-Omni-Nano",
               "score": 0.6488431514310018,
               "parameters_billion": 0.163771288
             },
@@ -6576,7 +6576,7 @@
             {
               "rank": 82,
               "id": "current:mini",
-              "model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+              "model": "vllm-sr/Vela-1.0-Omni-Mini",
               "score": 0.6349232047933884,
               "parameters_billion": 1.361475288
             },
@@ -7775,7 +7775,7 @@
             {
               "rank": 65,
               "id": "current:nano",
-              "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+              "model": "vllm-sr/Vela-1.0-Omni-Nano",
               "score": 0.6078184975654924,
               "parameters_billion": 0.163771288
             },
@@ -7964,7 +7964,7 @@
             {
               "rank": 92,
               "id": "current:mini",
-              "model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+              "model": "vllm-sr/Vela-1.0-Omni-Mini",
               "score": 0.5878669411134946,
               "parameters_billion": 1.361475288
             },

benchmarks/complete-panel-ranks.md

@@ -12,4 +12,4 @@ Nano uses default shared text; Mini uses fixed official per-task MTEB instructio
 
 The September 17, 2026 registry snapshots contain 186 complete English models and 62 complete audio models; both Vela models are added. The 13 English peers without a known parameter count remain in global ranks only. Vela size counts all modalities; peer sizes are reported totals. Protocols may differ. The multilingual population contains 88 complete registry models plus current Nano; five unknown-size models contribute only to the global rank. These panels are not combined into a multimodal rank.
 
-[English/audio data and sources](general-rank-data.json) · [Multilingual data and sources](mteb-multilingual-v2.json) · [Methodology](pareto-methodology.md) · [Mini text-mode protocol](https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/blob/main/benchmarks/instruction-mode.md)
+[English/audio data and sources](general-rank-data.json) · [Multilingual data and sources](mteb-multilingual-v2.json) · [Methodology](pareto-methodology.md) · [Mini text-mode protocol](https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/blob/main/benchmarks/instruction-mode.md)

benchmarks/component-equivalence.json

@@ -1,6 +1,6 @@
 {
   "schema_version": 1,
-  "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+  "model": "vllm-sr/Vela-1.0-Omni-Nano",
   "release_native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
   "evaluated_native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
   "parameters": 163771288,

benchmarks/general-rank-data.json

@@ -1,7 +1,7 @@
 {
   "models": {
     "nano": {
-      "repo_id": "llm-semantic-router/Vela-1.0-Omni-Nano",
+      "repo_id": "vllm-sr/Vela-1.0-Omni-Nano",
       "release_commit": null,
       "parameters_exact": 163771288,
       "current_native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
@@ -30,7 +30,7 @@
                   "evaluated_revision": "29994142677559ca657c27b657eda0dddbf583bd4cf42a3a31095ab3f99d1646",
                   "evaluated_native_artifact_sha256": "29994142677559ca657c27b657eda0dddbf583bd4cf42a3a31095ab3f99d1646",
                   "revision_kind": "local native artifact fingerprint, not a Hugging Face commit",
-                  "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/d8ac5b5ac2274a501fc61aeb5be70cec1855a806/benchmarks/component-equivalence.json",
+                  "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/d8ac5b5ac2274a501fc61aeb5be70cec1855a806/benchmarks/component-equivalence.json",
                   "new_full_panel_inference": false,
                   "basis": "199 exact text tensors and byte-identical inference/tokenizer/configuration under the same official evaluator protocol."
                 },
@@ -39,11 +39,11 @@
                   "revision": "self",
                   "native_artifact_sha256": "50ce808197fb43a1b8913a66d4a47339ec66ecd10d52cbd9f9e752d02f8c43fa",
                   "parameters": 135383808,
-                  "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/d8ac5b5ac2274a501fc61aeb5be70cec1855a806/benchmarks/inference-equivalence.json",
+                  "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/d8ac5b5ac2274a501fc61aeb5be70cec1855a806/benchmarks/inference-equivalence.json",
                   "new_benchmark_run": false
                 }
               },
-              "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/main/benchmarks/component-equivalence.json",
+              "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/main/benchmarks/component-equivalence.json",
               "new_full_panel_inference": false,
               "basis": "The frozen text tensors, tokenizer, configuration and encoding computation are unchanged. The original measured text identity is retained."
             }
@@ -53,20 +53,20 @@
         "audio19": {
           "source_id": "nano_audio19",
           "identity": {
-            "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+            "model": "vllm-sr/Vela-1.0-Omni-Nano",
             "evaluated_native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
             "release_native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
-            "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/main/benchmarks/maeb-audio-only.json",
+            "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/main/benchmarks/maeb-audio-only.json",
             "new_full_panel_inference": true
           },
           "self_reference_interpretation": "Nano native fingerprint 474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2"
         }
       },
-      "release_reference": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano",
+      "release_reference": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano",
       "release_revision_semantics": "Exact native fingerprint below; Hub commit is not encoded in this file."
     },
     "mini": {
-      "repo_id": "llm-semantic-router/Vela-1.0-Omni-Mini",
+      "repo_id": "vllm-sr/Vela-1.0-Omni-Mini",
       "release_commit": null,
       "parameters_exact": 1361475288,
       "current_native_artifact_sha256": "0cd6678d824e2ebfab3308c41e182f061661135854553ad7de13c50052eb585c",
@@ -75,14 +75,14 @@
           "source_id": "mini_English41",
           "mode": "official_task_instruction",
           "identity": {
-            "model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+            "model": "vllm-sr/Vela-1.0-Omni-Mini",
             "evaluated_revision": "native-5f970212e4d77f8c9b5f1bf1d4e19894260e3989fe1478f8884bb90fb3a8ffd2-public-instruction-v1",
             "evaluated_native_artifact_sha256": "5f970212e4d77f8c9b5f1bf1d4e19894260e3989fe1478f8884bb90fb3a8ffd2",
             "revision_semantics": "Native file fingerprint plus instruction protocol; not a Hugging Face commit.",
             "component_applicability": {
               "component": "text",
               "applies_to_native_artifact_sha256": "0cd6678d824e2ebfab3308c41e182f061661135854553ad7de13c50052eb585c",
-              "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/instruction-api-equivalence.json",
+              "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/instruction-api-equivalence.json",
               "new_full_panel_inference": false,
               "basis": "All 310 text tensors and all 34 non-weight native files equal the evaluated instructed artifact; current audio weights are retained."
             }
@@ -91,13 +91,13 @@
         "audio19": {
           "source_id": "mini_audio19",
           "identity": {
-            "model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+            "model": "vllm-sr/Vela-1.0-Omni-Mini",
             "evaluated_native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731",
             "release_native_artifact_sha256": "0cd6678d824e2ebfab3308c41e182f061661135854553ad7de13c50052eb585c",
-            "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/maeb-audio-only.json",
+            "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/maeb-audio-only.json",
             "new_full_panel_inference": true,
             "default_api_applicability": {
-              "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/instruction-api-equivalence.json",
+              "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/instruction-api-equivalence.json",
               "basis": "Unchanged weight file and default audio computation; original measured identity retained.",
               "new_full_panel_inference": false
             }
@@ -105,35 +105,35 @@
           "self_reference_interpretation": "Mini native fingerprint 0cd6678d824e2ebfab3308c41e182f061661135854553ad7de13c50052eb585c"
         }
       },
-      "release_reference": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini",
+      "release_reference": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini",
       "release_revision_semantics": "Exact native fingerprint below; Hub commit is not encoded in this file."
     }
   },
   "sources": {
     "nano_English41": {
-      "url": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/main/benchmarks/mteb-eng-v2.json",
+      "url": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/main/benchmarks/mteb-eng-v2.json",
       "evidence_type": "Vela_release_report",
       "native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
       "sha256": "f3daecad1cf431630598efb04f3667431e3420239240f28a51568a74cef0c64f"
     },
     "nano_audio19": {
-      "url": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/main/benchmarks/maeb-audio-only.json",
+      "url": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/main/benchmarks/maeb-audio-only.json",
       "evidence_type": "Vela_release_report",
       "native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
-      "sha256": "4fc7f217745eb0aa998bf0f8e044bd1fa5de2f73f1a7dead7b829a62c48669ff"
+      "sha256": "d6360bc3e6b7005bf3251df0ead3d4c35358a502e528b3f9628b35e4a0786391"
     },
     "mini_English41": {
-      "url": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/mteb-eng-v2-instructed.json",
-      "sha256": "7535ca7fee48c5283c177ef91a07689a893700574f01451319c8652ffd1c78a8",
+      "url": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/mteb-eng-v2-instructed.json",
+      "sha256": "13848905be46feb208a54055e976d23224974bd4238f2c96a3433a0cbedcb641",
       "evidence_type": "Vela_complete_instructed_text_report",
       "evaluated_native_artifact_sha256": "5f970212e4d77f8c9b5f1bf1d4e19894260e3989fe1478f8884bb90fb3a8ffd2",
       "applicable_native_artifact_sha256": "0cd6678d824e2ebfab3308c41e182f061661135854553ad7de13c50052eb585c"
     },
     "mini_audio19": {
-      "url": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/maeb-audio-only.json",
+      "url": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/maeb-audio-only.json",
       "evidence_type": "Vela_release_report",
       "native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731",
-      "sha256": "b9adc831e1de9caed37d38292dc95d65f4f933178fa7abbf7c1211f23617efbf"
+      "sha256": "a6892ff7f563355e9faef208f08e85459f3c81952e44e92a9b911c00f0b5518a"
     },
     "scores_MTEB_eng_v2": {
       "url": "https://mteb-leaderboard-backend.hf.space/v1/benchmarks/MTEB%28eng%2C%20v2%29/scores",
@@ -150,19 +150,19 @@
       "benchmark": "MAEB(beta, audio-only)"
     },
     "mini_component_equivalence": {
-      "url": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/component-equivalence.json",
-      "sha256": "8bbbd3a362d84a6e8f030803259db69e932e5997b1c7af1a276a0d17862eb184",
+      "url": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/component-equivalence.json",
+      "sha256": "14720aceeb7a2a4b9d9f0cd0b0c83b7eef021a0fe5fb964a3aa70dfc3f2f22e9",
       "evidence_type": "exact_component_identity_report",
       "native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731"
     },
     "nano_component_equivalence": {
-      "url": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/main/benchmarks/component-equivalence.json",
+      "url": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/main/benchmarks/component-equivalence.json",
       "evidence_type": "Vela_release_report",
       "native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
-      "sha256": "ebd40f9a887791d1736132c37f510a69e18a03e247422853f54a42b417b0db9b"
+      "sha256": "c11936497d7c86becaa052a0ec646b867f6907f0c1013ba61ee193ff8c80805f"
     },
     "mini_instruction_api_equivalence": {
-      "url": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/instruction-api-equivalence.json",
+      "url": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/instruction-api-equivalence.json",
       "sha256": "4d6e51dcd5ec9a88875f16fb316123747e9021c241b09d14d3f8009118cd7481",
       "evidence_type": "exact_component_and_default_API_equivalence"
     }
@@ -27264,7 +27264,7 @@
         },
         {
           "id": "current:nano",
-          "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+          "model": "vllm-sr/Vela-1.0-Omni-Nano",
           "kind": "nano",
           "parameters_exact": 163771288,
           "parameters_billion": 0.163771288,
@@ -27370,7 +27370,7 @@
         },
         {
           "id": "current:mini",
-          "model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+          "model": "vllm-sr/Vela-1.0-Omni-Mini",
           "kind": "mini",
           "parameters_exact": 1361475288,
           "parameters_billion": 1.361475288,
@@ -34492,7 +34492,7 @@
         },
         {
           "id": "current:nano",
-          "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+          "model": "vllm-sr/Vela-1.0-Omni-Nano",
           "kind": "nano",
           "parameters_exact": 163771288,
           "parameters_billion": 0.163771288,
@@ -34574,7 +34574,7 @@
         },
         {
           "id": "current:mini",
-          "model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+          "model": "vllm-sr/Vela-1.0-Omni-Mini",
           "kind": "mini",
           "parameters_exact": 1361475288,
           "parameters_billion": 1.361475288,
@@ -34932,7 +34932,7 @@
       "included_in_rank_population": false,
       "point": {
         "id": "current:mini",
-        "model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+        "model": "vllm-sr/Vela-1.0-Omni-Mini",
         "kind": "mini",
         "parameters_exact": 1361475288,
         "parameters_billion": 1.361475288,
@@ -35036,10 +35036,10 @@
         }
       },
       "source": {
-        "url": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/mteb-eng-v2.json",
+        "url": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/mteb-eng-v2.json",
         "evidence_type": "Vela_release_report",
         "native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731",
-        "sha256": "5048644990078e6b0c9bd7aa1d52a7ed60729608ebafdb22bc49b4dad0f7cac9"
+        "sha256": "a124a6c903559ceeaae2ac883af756adcca6dd45a4d1e1bda37136fcfd89be70"
       },
       "identity": {
         "model": "local/Qwen3-Embedding-0.6B-MRL768-NoInstructions",
@@ -35051,7 +35051,7 @@
             "repo_id": "local/Qwen3-Embedding-0.6B-MRL768-NoInstructions",
             "revision": "98e47eac3fa59b6c627e371230905400b3a405ddc69ab1ef02cb1c476db04294"
           },
-          "applies_to_model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+          "applies_to_model": "vllm-sr/Vela-1.0-Omni-Mini",
           "applies_to_native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731",
           "prior_component_applicability": {
             "component": "text",
@@ -35059,15 +35059,15 @@
               "repo_id": "local/Qwen3-Embedding-0.6B-MRL768-NoInstructions",
               "revision": "98e47eac3fa59b6c627e371230905400b3a405ddc69ab1ef02cb1c476db04294"
             },
-            "applies_to_model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+            "applies_to_model": "vllm-sr/Vela-1.0-Omni-Mini",
             "applies_to_native_artifact_sha256": "1e4eb3cc6a7ab658a4c43baa8d5244a3724125afc2b6dc007737373714ccf8f3",
             "bridge_native_artifact_sha256": "530d9af9957e1b03560943a0e4ffc1e6745b2aebfc9d977a8e9bbff91c1b627a",
-            "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/f5ef7feb7c0a7877c27ca4fa03c2183edba66fce/benchmarks/component-equivalence.json",
+            "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/f5ef7feb7c0a7877c27ca4fa03c2183edba66fce/benchmarks/component-equivalence.json",
             "new_whole_Omni_panel_inference": false,
             "basis": "Exact frozen text weights, tokenizer, active configuration and encoding computation under the same evaluator protocol.",
             "prior_bridge_native_artifact_sha256": "cf5f45cf6e26cd225e0fc0c1ece629b13b8bd0dfe57dcedef739ca8f529f80ab"
           },
-          "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/component-equivalence.json",
+          "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/component-equivalence.json",
           "new_whole_Omni_panel_inference": false,
           "basis": "Frozen text tensors, tokenizer, configuration and encoding computation are unchanged; retain the original standalone measured identity."
         }

benchmarks/general-rank-figures.json

@@ -1,6 +1,6 @@
 {
   "snapshot": "2026-09-17",
-  "data_sha256": "afe45b1da29a031941039a1a0d919560d67cf70abf4055630f4400fbc4a7c632",
+  "data_sha256": "e5fafe820583d839bb7b5a84850219e1a6421760347d7af044e294ead72ff833",
   "comparison_modes": {
     "English41": {
       "nano": "default shared text",

benchmarks/inference-equivalence.json

@@ -1,6 +1,6 @@
 {
   "schema_version": 1,
-  "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+  "model": "vllm-sr/Vela-1.0-Omni-Nano",
   "scope": "Same supported public encode_text, encode_image, and encode_audio computation; no new benchmark run.",
   "evaluated_parent": {
     "revision": "de02c367bc9aa7a6f7ad3e59fb38962502e021c1",

benchmarks/maeb-audio-only.json

@@ -1,6 +1,6 @@
 {
   "schema_version": 1,
-  "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+  "model": "vllm-sr/Vela-1.0-Omni-Nano",
   "evaluated_revision": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
   "native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
   "benchmark": "MAEB(beta, audio-only)",

benchmarks/mteb-multilingual-v2.json

@@ -1,6 +1,6 @@
 {
   "schema_version": 1,
-  "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+  "model": "vllm-sr/Vela-1.0-Omni-Nano",
   "benchmark": "MTEB(Multilingual, v2)",
   "framework": "mteb",
   "framework_version": "2.21.0",
@@ -66440,7 +66440,7 @@
       },
       {
         "id": "current:nano",
-        "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+        "model": "vllm-sr/Vela-1.0-Omni-Nano",
         "kind": "nano",
         "parameters_billion": 0.163771288,
         "parameters_exact": 163771288,

benchmarks/native-manifest.json

@@ -1,5 +1,5 @@
 {
-  "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+  "model": "vllm-sr/Vela-1.0-Omni-Nano",
   "revision": "self",
   "native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
   "parameters": 163771288,

benchmarks/original-baseline.json

@@ -1,7 +1,7 @@
 {
   "schema_version": 1,
   "comparison_model": {
-    "model": "llm-semantic-router/multi-modal-embed-small",
+    "model": "vllm-sr/multi-modal-embed-small",
     "revision": "fdf8e01b7b0f3a69ac1ac8e2a64dcb1ede177ba4",
     "artifact_fingerprint_sha256": "684fe0c48a4ddd3944167f6e5dc75e97ada24e5b120bd9a2921f00dc03112eeb",
     "metrics": {
@@ -83,7 +83,7 @@
     "original_checkpoint_equivalence": "d9f2f62dbe0ee9d386c98ff200c2f1e5061bc92fa5e107d1517b929258c8ec1e"
   },
   "original_checkpoint": {
-    "repo_id": "llm-semantic-router/multi-modal-embed-small",
+    "repo_id": "vllm-sr/multi-modal-embed-small",
     "revision": "fdf8e01b7b0f3a69ac1ac8e2a64dcb1ede177ba4",
     "weight_files": [
       {
@@ -117,7 +117,7 @@
       "task_count": 11,
       "split_rows": 12,
       "report": "original-standard.json",
-      "report_sha256": "f07e4624749868498923cf3c7d521ca9547276dbdbfb002cbe97bd074195b55a"
+      "report_sha256": "b012d62badc25b7b80d458bf7e48965cb84e583ae4dddbcbbc676d6297edae82"
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   },
   "not_previous_Vela": true,

benchmarks/original-standard.json

@@ -1,6 +1,6 @@
 {
   "schema_version": 1,
-  "model": "llm-semantic-router/multi-modal-embed-small",
+  "model": "vllm-sr/multi-modal-embed-small",
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   "native_artifact_fingerprint": "684fe0c48a4ddd3944167f6e5dc75e97ada24e5b120bd9a2921f00dc03112eeb",
   "context_tokens": 128,

benchmarks/pareto-data.json

@@ -2568,7 +2568,7 @@
           "observation_id": "registry_reported:nomic-ai/nomic-embed-text-v1.5"
         },
         {
-          "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
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           "parameters_billion": 0.163771288,
           "parameters_exact": 163771288,
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@@ -2583,14 +2583,14 @@
           "evaluated_task_revision": "0bbdb47bcbe3a90093699aefeed338a0f28a7ee8",
           "on_displayed_frontier": false,
           "evidence_type": "exact_text_component_applicability",
-          "observation_id": "vela_release_evaluation:llm-semantic-router/Vela-1.0-Omni-Nano",
+          "observation_id": "vela_release_evaluation:vllm-sr/Vela-1.0-Omni-Nano",
           "native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
           "revision": null,
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           "evaluated_revision": "29994142677559ca657c27b657eda0dddbf583bd4cf42a3a31095ab3f99d1646",
           "evaluated_model": "local/Vela-Omni-Nano-GIST-Rotation",
           "revision_semantics": "Evaluated revisions are native artifact fingerprints; applies-to identity is the current whole artifact.",
-          "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/main/benchmarks/mteb-eng-v2.json",
+          "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/main/benchmarks/mteb-eng-v2.json",
           "prior_applicable_native_artifact_sha256": "96d76f97478e114b816df3ab1b3c6947e4c5ef0babfb40ab865d7e3c838d34c4",
           "revision_kind": "native_artifact_fingerprint",
           "identity_ref": "models.nano.task_evidence.English41"
@@ -5854,7 +5854,7 @@
           "observation_id": "registry_reported:manu/sentence_croissant_alpha_v0.4"
         },
         {
-          "model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+          "model": "vllm-sr/Vela-1.0-Omni-Mini",
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           "parameters_exact": 1361475288,
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@@ -5869,11 +5869,11 @@
           "evaluated_task_revision": "0bbdb47bcbe3a90093699aefeed338a0f28a7ee8",
           "on_displayed_frontier": false,
           "evidence_type": "exact_text_component_applicability",
-          "observation_id": "vela_release_evaluation:llm-semantic-router/Vela-1.0-Omni-Mini",
+          "observation_id": "vela_release_evaluation:vllm-sr/Vela-1.0-Omni-Mini",
           "native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731",
           "revision": null,
           "evaluated_native_artifact_sha256": null,
-          "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/mteb-eng-v2.json",
+          "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/mteb-eng-v2.json",
           "evaluated_model": {
             "repo_id": "local/Qwen3-Embedding-0.6B-MRL768-NoInstructions",
             "revision": "98e47eac3fa59b6c627e371230905400b3a405ddc69ab1ef02cb1c476db04294"
@@ -9674,7 +9674,7 @@
           "observation_id": "registry_reported:asapp/sew-d-mid-400k-ft-ls100h"
         },
         {
-          "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+          "model": "vllm-sr/Vela-1.0-Omni-Nano",
           "parameters_billion": 0.163771288,
           "parameters_exact": 163771288,
           "score": 62.89933955933497,
@@ -9692,10 +9692,10 @@
           "revision": null,
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           "evaluated_revision": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
-          "evaluated_model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+          "evaluated_model": "vllm-sr/Vela-1.0-Omni-Nano",
           "revision_semantics": "Evaluated revisions are native artifact fingerprints; applies-to identity is the current whole artifact.",
           "evidence_type": "measured_release_evaluation",
-          "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/main/benchmarks/maeb-audio-only.json",
+          "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/main/benchmarks/maeb-audio-only.json",
           "revision_kind": "native_artifact_fingerprint",
           "identity_ref": "models.nano.task_evidence.audio19"
         },
@@ -10270,7 +10270,7 @@
           "observation_id": "registry_reported:LanguageBind/LanguageBind_Omni"
         },
         {
-          "model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+          "model": "vllm-sr/Vela-1.0-Omni-Mini",
           "parameters_billion": 1.361475288,
           "parameters_exact": 1361475288,
           "score": 88.19599834012242,
@@ -10288,7 +10288,7 @@
           "revision": null,
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           "evidence_type": "measured_release_evaluation",
-          "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/maeb-audio-only.json",
+          "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/maeb-audio-only.json",
           "identity_ref": "models.mini.task_evidence.audio19"
         },
         {
@@ -10811,7 +10811,7 @@
       "peer_count": 66,
       "frontier_models": [
         "google/yamnet",
-        "llm-semantic-router/Vela-1.0-Omni-Nano",
+        "vllm-sr/Vela-1.0-Omni-Nano",
         "microsoft/speecht5_multimodal",
         "jinaai/jina-embeddings-v5-omni-nano",
         "BidirLM/BidirLM-Omni-2.5B-Embedding",
@@ -10827,7 +10827,7 @@
           "observation_id": "registry_reported:google/yamnet"
         },
         {
-          "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+          "model": "vllm-sr/Vela-1.0-Omni-Nano",
           "parameters_billion": 0.163771288,
           "score": 62.89933955933497,
           "evidence_type": "measured_release_evaluation"
@@ -11354,7 +11354,7 @@
           "observation_id": "registry_reported:asapp/sew-d-mid-400k-ft-ls100h"
         },
         {
-          "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
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           "parameters_billion": 0.163771288,
           "parameters_exact": 163771288,
           "score": 18.072541269472218,
@@ -11372,10 +11372,10 @@
           "revision": null,
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-          "evaluated_model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+          "evaluated_model": "vllm-sr/Vela-1.0-Omni-Nano",
           "revision_semantics": "Evaluated revisions are native artifact fingerprints; applies-to identity is the current whole artifact.",
           "evidence_type": "measured_release_evaluation",
-          "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/main/benchmarks/maeb-audio-only.json",
+          "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/main/benchmarks/maeb-audio-only.json",
           "revision_kind": "native_artifact_fingerprint",
           "identity_ref": "models.nano.task_evidence.audio19"
         },
@@ -11950,7 +11950,7 @@
           "observation_id": "registry_reported:LanguageBind/LanguageBind_Omni"
         },
         {
-          "model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+          "model": "vllm-sr/Vela-1.0-Omni-Mini",
           "parameters_billion": 1.361475288,
           "parameters_exact": 1361475288,
           "score": 39.06804619080834,
@@ -11968,7 +11968,7 @@
           "revision": null,
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           "evidence_type": "measured_release_evaluation",
-          "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/maeb-audio-only.json",
+          "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/maeb-audio-only.json",
           "identity_ref": "models.mini.task_evidence.audio19"
         },
         {
@@ -12517,7 +12517,7 @@
         "asapp/sew-d-tiny-100k-ft-ls100h",
         "matthewagi/HeAR-s1.1",
         "jinaai/jina-embeddings-v5-omni-nano",
-        "llm-semantic-router/Vela-1.0-Omni-Mini",
+        "vllm-sr/Vela-1.0-Omni-Mini",
         "facebook/seamless-m4t-v2-large",
         "BidirLM/BidirLM-Omni-2.5B-Embedding"
       ],
@@ -12551,7 +12551,7 @@
           "observation_id": "registry_reported:jinaai/jina-embeddings-v5-omni-nano"
         },
         {
-          "model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+          "model": "vllm-sr/Vela-1.0-Omni-Mini",
           "parameters_billion": 1.361475288,
           "score": 39.06804619080834,
           "evidence_type": "measured_release_evaluation"
@@ -13080,7 +13080,7 @@
           "observation_id": "registry_reported:asapp/sew-d-mid-400k-ft-ls100h"
         },
         {
-          "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
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           "parameters_exact": 163771288,
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@@ -13098,10 +13098,10 @@
           "revision": null,
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-          "evaluated_model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+          "evaluated_model": "vllm-sr/Vela-1.0-Omni-Nano",
           "revision_semantics": "Evaluated revisions are native artifact fingerprints; applies-to identity is the current whole artifact.",
           "evidence_type": "measured_release_evaluation",
-          "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/main/benchmarks/maeb-audio-only.json",
+          "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/main/benchmarks/maeb-audio-only.json",
           "revision_kind": "native_artifact_fingerprint",
           "identity_ref": "models.nano.task_evidence.audio19"
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@@ -13676,7 +13676,7 @@
           "observation_id": "registry_reported:LanguageBind/LanguageBind_Omni"
         },
         {
-          "model": "llm-semantic-router/Vela-1.0-Omni-Mini",
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           "parameters_exact": 1361475288,
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@@ -13694,7 +13694,7 @@
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+          "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/maeb-audio-only.json",
           "identity_ref": "models.mini.task_evidence.audio19"
         },
         {
@@ -14363,7 +14363,7 @@
   },
   "models": {
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-      "repo_id": "llm-semantic-router/Vela-1.0-Omni-Nano",
+      "repo_id": "vllm-sr/Vela-1.0-Omni-Nano",
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@@ -14392,7 +14392,7 @@
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                   "revision_kind": "local native artifact fingerprint, not a Hugging Face commit",
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                   "new_full_panel_inference": false,
                   "basis": "199 exact text tensors and byte-identical inference/tokenizer/configuration under the same official evaluator protocol."
                 },
@@ -14401,11 +14401,11 @@
                   "revision": "self",
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+                  "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/d8ac5b5ac2274a501fc61aeb5be70cec1855a806/benchmarks/inference-equivalence.json",
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-              "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/main/benchmarks/component-equivalence.json",
+              "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/main/benchmarks/component-equivalence.json",
               "new_full_panel_inference": false,
               "basis": "The frozen text tensors, tokenizer, configuration and encoding computation are unchanged. The original measured text identity is retained."
             }
@@ -14415,20 +14415,20 @@
         "audio19": {
           "source_id": "nano_audio19",
           "identity": {
-            "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
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+            "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/main/benchmarks/maeb-audio-only.json",
             "new_full_panel_inference": true
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           "self_reference_interpretation": "Nano native fingerprint 474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2"
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-      "release_reference": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano",
+      "release_reference": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano",
       "release_revision_semantics": "Exact native fingerprint below; Hub commit is not encoded in this file."
     },
     "mini": {
-      "repo_id": "llm-semantic-router/Vela-1.0-Omni-Mini",
+      "repo_id": "vllm-sr/Vela-1.0-Omni-Mini",
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@@ -14445,7 +14445,7 @@
                 "repo_id": "local/Qwen3-Embedding-0.6B-MRL768-NoInstructions",
                 "revision": "98e47eac3fa59b6c627e371230905400b3a405ddc69ab1ef02cb1c476db04294"
               },
-              "applies_to_model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+              "applies_to_model": "vllm-sr/Vela-1.0-Omni-Mini",
               "applies_to_native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731",
               "prior_component_applicability": {
                 "component": "text",
@@ -14453,15 +14453,15 @@
                   "repo_id": "local/Qwen3-Embedding-0.6B-MRL768-NoInstructions",
                   "revision": "98e47eac3fa59b6c627e371230905400b3a405ddc69ab1ef02cb1c476db04294"
                 },
-                "applies_to_model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+                "applies_to_model": "vllm-sr/Vela-1.0-Omni-Mini",
                 "applies_to_native_artifact_sha256": "1e4eb3cc6a7ab658a4c43baa8d5244a3724125afc2b6dc007737373714ccf8f3",
                 "bridge_native_artifact_sha256": "530d9af9957e1b03560943a0e4ffc1e6745b2aebfc9d977a8e9bbff91c1b627a",
-                "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/f5ef7feb7c0a7877c27ca4fa03c2183edba66fce/benchmarks/component-equivalence.json",
+                "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/f5ef7feb7c0a7877c27ca4fa03c2183edba66fce/benchmarks/component-equivalence.json",
                 "new_whole_Omni_panel_inference": false,
                 "basis": "Exact frozen text weights, tokenizer, active configuration and encoding computation under the same evaluator protocol.",
                 "prior_bridge_native_artifact_sha256": "cf5f45cf6e26cd225e0fc0c1ece629b13b8bd0dfe57dcedef739ca8f529f80ab"
               },
-              "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/component-equivalence.json",
+              "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/component-equivalence.json",
               "new_whole_Omni_panel_inference": false,
               "basis": "Frozen text tensors, tokenizer, configuration and encoding computation are unchanged; retain the original standalone measured identity."
             }
@@ -14471,43 +14471,43 @@
         "audio19": {
           "source_id": "mini_audio19",
           "identity": {
-            "model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+            "model": "vllm-sr/Vela-1.0-Omni-Mini",
             "evaluated_native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731",
             "release_native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731",
-            "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/maeb-audio-only.json",
+            "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/maeb-audio-only.json",
             "new_full_panel_inference": true
           },
           "self_reference_interpretation": "Mini native fingerprint d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731"
         }
       },
-      "release_reference": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini",
+      "release_reference": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini",
       "release_revision_semantics": "Exact native fingerprint below; Hub commit is not encoded in this file."
     }
   },
   "sources": {
     "nano_English41": {
-      "url": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/main/benchmarks/mteb-eng-v2.json",
+      "url": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/main/benchmarks/mteb-eng-v2.json",
       "evidence_type": "Vela_release_report",
       "native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
       "sha256": "f3daecad1cf431630598efb04f3667431e3420239240f28a51568a74cef0c64f"
     },
     "nano_audio19": {
-      "url": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/main/benchmarks/maeb-audio-only.json",
+      "url": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/main/benchmarks/maeb-audio-only.json",
       "evidence_type": "Vela_release_report",
       "native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
-      "sha256": "4fc7f217745eb0aa998bf0f8e044bd1fa5de2f73f1a7dead7b829a62c48669ff"
+      "sha256": "d6360bc3e6b7005bf3251df0ead3d4c35358a502e528b3f9628b35e4a0786391"
     },
     "mini_English41": {
-      "url": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/mteb-eng-v2.json",
+      "url": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/mteb-eng-v2.json",
       "evidence_type": "Vela_release_report",
       "native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731",
-      "sha256": "5048644990078e6b0c9bd7aa1d52a7ed60729608ebafdb22bc49b4dad0f7cac9"
+      "sha256": "a124a6c903559ceeaae2ac883af756adcca6dd45a4d1e1bda37136fcfd89be70"
     },
     "mini_audio19": {
-      "url": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/maeb-audio-only.json",
+      "url": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/maeb-audio-only.json",
       "evidence_type": "Vela_release_report",
       "native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731",
-      "sha256": "b9adc831e1de9caed37d38292dc95d65f4f933178fa7abbf7c1211f23617efbf"
+      "sha256": "a6892ff7f563355e9faef208f08e85459f3c81952e44e92a9b911c00f0b5518a"
     },
     "scores_MTEB_eng_v2": {
       "url": "https://mteb-leaderboard-backend.hf.space/v1/benchmarks/MTEB%28eng%2C%20v2%29/scores",
@@ -14524,16 +14524,16 @@
       "benchmark": "MAEB(beta, audio-only)"
     },
     "mini_component_equivalence": {
-      "url": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/component-equivalence.json",
-      "sha256": "8bbbd3a362d84a6e8f030803259db69e932e5997b1c7af1a276a0d17862eb184",
+      "url": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/component-equivalence.json",
+      "sha256": "14720aceeb7a2a4b9d9f0cd0b0c83b7eef021a0fe5fb964a3aa70dfc3f2f22e9",
       "evidence_type": "exact_component_identity_report",
       "native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731"
     },
     "nano_component_equivalence": {
-      "url": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/main/benchmarks/component-equivalence.json",
+      "url": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/main/benchmarks/component-equivalence.json",
       "evidence_type": "Vela_release_report",
       "native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
-      "sha256": "ebd40f9a887791d1736132c37f510a69e18a03e247422853f54a42b417b0db9b"
+      "sha256": "c11936497d7c86becaa052a0ec646b867f6907f0c1013ba61ee193ff8c80805f"
     }
   }
 }

benchmarks/pareto-methodology.md

@@ -10,13 +10,13 @@ The plots show every complete model with a known positive total parameter count.
 
 Vela sizes count all stored model parameters across text, image and audio: Nano 163,771,288 and Mini 1,361,475,288. Peer sizes use registry-reported totals, which can be rounded. Peers include both single-modality specialists and multimodal encoders. Their scores were reported under differing prompts, model revisions and evaluation protocols; these are snapshot-relative comparisons, not matched reproductions or official leaderboard submissions. There is no combined text–image–audio rank. Neither current Vela model lies on these complete-panel frontiers.
 
-[All ranks](complete-panel-ranks.md) · [Complete vectors, source URLs, exclusions and plotted points](general-rank-data.json) · [Figure metadata](general-rank-figures.json) · [Vela evaluation protocol](https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/blob/main/benchmarks/EVALUATION.md)
+[All ranks](complete-panel-ranks.md) · [Complete vectors, source URLs, exclusions and plotted points](general-rank-data.json) · [Figure metadata](general-rank-figures.json) · [Vela evaluation protocol](https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/blob/main/benchmarks/EVALUATION.md)
 
 ## Evaluation modes
 
 Nano uses default shared text; Mini uses fixed official per-task MTEB instructions in the English comparison. Both use default shared audio. Mini's historical default English result (58.79 Mean(TaskType), 63.49 Mean(Task)) remains available separately and is not a matched causal control. One declared mode per Vela model is counted in each ranking population.
 
-[Fixed instructions and all 41 scores](https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/blob/main/benchmarks/instruction-mode.md) · [API equivalence](https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/blob/main/benchmarks/instruction-api-equivalence.json)
+[Fixed instructions and all 41 scores](https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/blob/main/benchmarks/instruction-mode.md) · [API equivalence](https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/blob/main/benchmarks/instruction-api-equivalence.json)
 
 ## Selected task strengths
 

benchmarks/pareto-new-frontiers.json

@@ -7,28 +7,28 @@
   "dominance": "A peer has no more total parameters and no lower score, with at least one strict inequality. Scores use original available floating values, not rounded display labels.",
   "sources": {
     "nano_English41": {
-      "url": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/main/benchmarks/mteb-eng-v2.json",
+      "url": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/main/benchmarks/mteb-eng-v2.json",
       "evidence_type": "Vela_release_report",
       "native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
       "sha256": "f3daecad1cf431630598efb04f3667431e3420239240f28a51568a74cef0c64f"
     },
     "nano_audio19": {
-      "url": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/main/benchmarks/maeb-audio-only.json",
+      "url": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/main/benchmarks/maeb-audio-only.json",
       "evidence_type": "Vela_release_report",
       "native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
-      "sha256": "4fc7f217745eb0aa998bf0f8e044bd1fa5de2f73f1a7dead7b829a62c48669ff"
+      "sha256": "d6360bc3e6b7005bf3251df0ead3d4c35358a502e528b3f9628b35e4a0786391"
     },
     "mini_English41": {
-      "url": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/mteb-eng-v2.json",
+      "url": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/mteb-eng-v2.json",
       "evidence_type": "Vela_release_report",
       "native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731",
-      "sha256": "5048644990078e6b0c9bd7aa1d52a7ed60729608ebafdb22bc49b4dad0f7cac9"
+      "sha256": "a124a6c903559ceeaae2ac883af756adcca6dd45a4d1e1bda37136fcfd89be70"
     },
     "mini_audio19": {
-      "url": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/maeb-audio-only.json",
+      "url": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/maeb-audio-only.json",
       "evidence_type": "Vela_release_report",
       "native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731",
-      "sha256": "b9adc831e1de9caed37d38292dc95d65f4f933178fa7abbf7c1211f23617efbf"
+      "sha256": "a6892ff7f563355e9faef208f08e85459f3c81952e44e92a9b911c00f0b5518a"
     },
     "scores_MTEB_eng_v2": {
       "url": "https://mteb-leaderboard-backend.hf.space/v1/benchmarks/MTEB%28eng%2C%20v2%29/scores",
@@ -45,21 +45,21 @@
       "benchmark": "MAEB(beta, audio-only)"
     },
     "mini_component_equivalence": {
-      "url": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/component-equivalence.json",
-      "sha256": "8bbbd3a362d84a6e8f030803259db69e932e5997b1c7af1a276a0d17862eb184",
+      "url": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/component-equivalence.json",
+      "sha256": "14720aceeb7a2a4b9d9f0cd0b0c83b7eef021a0fe5fb964a3aa70dfc3f2f22e9",
       "evidence_type": "exact_component_identity_report",
       "native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731"
     },
     "nano_component_equivalence": {
-      "url": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/main/benchmarks/component-equivalence.json",
+      "url": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/main/benchmarks/component-equivalence.json",
       "evidence_type": "Vela_release_report",
       "native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
-      "sha256": "ebd40f9a887791d1736132c37f510a69e18a03e247422853f54a42b417b0db9b"
+      "sha256": "c11936497d7c86becaa052a0ec646b867f6907f0c1013ba61ee193ff8c80805f"
     }
   },
   "models": {
     "nano": {
-      "repo_id": "llm-semantic-router/Vela-1.0-Omni-Nano",
+      "repo_id": "vllm-sr/Vela-1.0-Omni-Nano",
       "release_commit": null,
       "parameters_exact": 163771288,
       "current_native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
@@ -88,7 +88,7 @@
                   "evaluated_revision": "29994142677559ca657c27b657eda0dddbf583bd4cf42a3a31095ab3f99d1646",
                   "evaluated_native_artifact_sha256": "29994142677559ca657c27b657eda0dddbf583bd4cf42a3a31095ab3f99d1646",
                   "revision_kind": "local native artifact fingerprint, not a Hugging Face commit",
-                  "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/d8ac5b5ac2274a501fc61aeb5be70cec1855a806/benchmarks/component-equivalence.json",
+                  "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/d8ac5b5ac2274a501fc61aeb5be70cec1855a806/benchmarks/component-equivalence.json",
                   "new_full_panel_inference": false,
                   "basis": "199 exact text tensors and byte-identical inference/tokenizer/configuration under the same official evaluator protocol."
                 },
@@ -97,11 +97,11 @@
                   "revision": "self",
                   "native_artifact_sha256": "50ce808197fb43a1b8913a66d4a47339ec66ecd10d52cbd9f9e752d02f8c43fa",
                   "parameters": 135383808,
-                  "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/d8ac5b5ac2274a501fc61aeb5be70cec1855a806/benchmarks/inference-equivalence.json",
+                  "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/d8ac5b5ac2274a501fc61aeb5be70cec1855a806/benchmarks/inference-equivalence.json",
                   "new_benchmark_run": false
                 }
               },
-              "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/main/benchmarks/component-equivalence.json",
+              "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/main/benchmarks/component-equivalence.json",
               "new_full_panel_inference": false,
               "basis": "The frozen text tensors, tokenizer, configuration and encoding computation are unchanged. The original measured text identity is retained."
             }
@@ -111,20 +111,20 @@
         "audio19": {
           "source_id": "nano_audio19",
           "identity": {
-            "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+            "model": "vllm-sr/Vela-1.0-Omni-Nano",
             "evaluated_native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
             "release_native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
-            "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/main/benchmarks/maeb-audio-only.json",
+            "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/main/benchmarks/maeb-audio-only.json",
             "new_full_panel_inference": true
           },
           "self_reference_interpretation": "Nano native fingerprint 474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2"
         }
       },
-      "release_reference": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano",
+      "release_reference": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano",
       "release_revision_semantics": "Exact native fingerprint below; Hub commit is not encoded in this file."
     },
     "mini": {
-      "repo_id": "llm-semantic-router/Vela-1.0-Omni-Mini",
+      "repo_id": "vllm-sr/Vela-1.0-Omni-Mini",
       "release_commit": null,
       "parameters_exact": 1361475288,
       "current_native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731",
@@ -141,7 +141,7 @@
                 "repo_id": "local/Qwen3-Embedding-0.6B-MRL768-NoInstructions",
                 "revision": "98e47eac3fa59b6c627e371230905400b3a405ddc69ab1ef02cb1c476db04294"
               },
-              "applies_to_model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+              "applies_to_model": "vllm-sr/Vela-1.0-Omni-Mini",
               "applies_to_native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731",
               "prior_component_applicability": {
                 "component": "text",
@@ -149,15 +149,15 @@
                   "repo_id": "local/Qwen3-Embedding-0.6B-MRL768-NoInstructions",
                   "revision": "98e47eac3fa59b6c627e371230905400b3a405ddc69ab1ef02cb1c476db04294"
                 },
-                "applies_to_model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+                "applies_to_model": "vllm-sr/Vela-1.0-Omni-Mini",
                 "applies_to_native_artifact_sha256": "1e4eb3cc6a7ab658a4c43baa8d5244a3724125afc2b6dc007737373714ccf8f3",
                 "bridge_native_artifact_sha256": "530d9af9957e1b03560943a0e4ffc1e6745b2aebfc9d977a8e9bbff91c1b627a",
-                "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/f5ef7feb7c0a7877c27ca4fa03c2183edba66fce/benchmarks/component-equivalence.json",
+                "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/f5ef7feb7c0a7877c27ca4fa03c2183edba66fce/benchmarks/component-equivalence.json",
                 "new_whole_Omni_panel_inference": false,
                 "basis": "Exact frozen text weights, tokenizer, active configuration and encoding computation under the same evaluator protocol.",
                 "prior_bridge_native_artifact_sha256": "cf5f45cf6e26cd225e0fc0c1ece629b13b8bd0dfe57dcedef739ca8f529f80ab"
               },
-              "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/component-equivalence.json",
+              "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/component-equivalence.json",
               "new_whole_Omni_panel_inference": false,
               "basis": "Frozen text tensors, tokenizer, configuration and encoding computation are unchanged; retain the original standalone measured identity."
             }
@@ -167,16 +167,16 @@
         "audio19": {
           "source_id": "mini_audio19",
           "identity": {
-            "model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+            "model": "vllm-sr/Vela-1.0-Omni-Mini",
             "evaluated_native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731",
             "release_native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731",
-            "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/maeb-audio-only.json",
+            "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/maeb-audio-only.json",
             "new_full_panel_inference": true
           },
           "self_reference_interpretation": "Mini native fingerprint d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731"
         }
       },
-      "release_reference": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini",
+      "release_reference": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini",
       "release_revision_semantics": "Exact native fingerprint below; Hub commit is not encoded in this file."
     }
   },
@@ -4110,7 +4110,7 @@
           "on_displayed_frontier": false
         },
         {
-          "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+          "model": "vllm-sr/Vela-1.0-Omni-Nano",
           "kind": "nano",
           "parameters_billion": 0.163771288,
           "parameters_exact": 163771288,
@@ -4122,11 +4122,11 @@
           "on_displayed_frontier": true,
           "native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
           "revision": null,
-          "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/main/benchmarks/mteb-eng-v2.json",
+          "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/main/benchmarks/mteb-eng-v2.json",
           "evaluated_native_artifact_sha256": "29994142677559ca657c27b657eda0dddbf583bd4cf42a3a31095ab3f99d1646"
         },
         {
-          "model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+          "model": "vllm-sr/Vela-1.0-Omni-Mini",
           "kind": "mini",
           "parameters_billion": 1.361475288,
           "parameters_exact": 1361475288,
@@ -4138,7 +4138,7 @@
           "on_displayed_frontier": false,
           "native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731",
           "revision": null,
-          "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/mteb-eng-v2.json",
+          "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/mteb-eng-v2.json",
           "evaluated_native_artifact_sha256": null
         }
       ],
@@ -4149,7 +4149,7 @@
         "MongoDB/mdbr-leaf-mt",
         "BAAI/bge-small-en",
         "codefuse-ai/F2LLM-v2-160M",
-        "llm-semantic-router/Vela-1.0-Omni-Nano",
+        "vllm-sr/Vela-1.0-Omni-Nano",
         "jinaai/jina-embeddings-v5-text-nano",
         "jxm/cde-small-v2",
         "Tarka-AIR/Tarka-Embedding-350M-V1",
@@ -5782,7 +5782,7 @@
           "on_displayed_frontier": false
         },
         {
-          "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+          "model": "vllm-sr/Vela-1.0-Omni-Nano",
           "kind": "nano",
           "parameters_billion": 0.163771288,
           "parameters_exact": 163771288,
@@ -5794,13 +5794,13 @@
           "on_displayed_frontier": true,
           "native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
           "revision": null,
-          "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Nano/resolve/main/benchmarks/maeb-audio-only.json",
+          "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Nano/resolve/main/benchmarks/maeb-audio-only.json",
           "evaluated_native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
           "evaluated_revision": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
-          "evaluated_model": "llm-semantic-router/Vela-1.0-Omni-Nano"
+          "evaluated_model": "vllm-sr/Vela-1.0-Omni-Nano"
         },
         {
-          "model": "llm-semantic-router/Vela-1.0-Omni-Mini",
+          "model": "vllm-sr/Vela-1.0-Omni-Mini",
           "kind": "mini",
           "parameters_billion": 1.361475288,
           "parameters_exact": 1361475288,
@@ -5812,7 +5812,7 @@
           "on_displayed_frontier": true,
           "native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731",
           "revision": null,
-          "report": "https://huggingface.co/llm-semantic-router/Vela-1.0-Omni-Mini/resolve/main/benchmarks/maeb-audio-only.json",
+          "report": "https://huggingface.co/vllm-sr/Vela-1.0-Omni-Mini/resolve/main/benchmarks/maeb-audio-only.json",
           "evaluated_native_artifact_sha256": "d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731"
         }
       ],
@@ -5820,8 +5820,8 @@
         "google/yamnet",
         "matthewagi/HeAR-s1.1",
         "MIT/ast-finetuned-audioset-10-10-0.4593",
-        "llm-semantic-router/Vela-1.0-Omni-Nano",
-        "llm-semantic-router/Vela-1.0-Omni-Mini"
+        "vllm-sr/Vela-1.0-Omni-Nano",
+        "vllm-sr/Vela-1.0-Omni-Mini"
       ],
       "reported_peer_observations": 65,
       "unknown_size_observations_excluded": [],

benchmarks/pareto-points.csv

@@ -81,7 +81,7 @@ ArXivHierarchicalClusteringP2P,v_measure,nomic-ai/nomic-embed-text-v1,peer,0.137
 ArXivHierarchicalClusteringP2P,v_measure,nomic-ai/nomic-embed-text-v1-ablated,peer,0.137,57.903400000000005,True,False,registry_reported,registry_reported:nomic-ai/nomic-embed-text-v1-ablated,,
 ArXivHierarchicalClusteringP2P,v_measure,nomic-ai/nomic-embed-text-v1-unsupervised,peer,0.137,56.7453,True,False,registry_reported,registry_reported:nomic-ai/nomic-embed-text-v1-unsupervised,,
 ArXivHierarchicalClusteringP2P,v_measure,nomic-ai/nomic-embed-text-v1.5,peer,0.137,60.08051520875409,True,False,registry_reported,registry_reported:nomic-ai/nomic-embed-text-v1.5,,
-ArXivHierarchicalClusteringP2P,v_measure,llm-semantic-router/Vela-1.0-Omni-Nano,nano,0.163771288,64.88847259326147,True,False,exact_text_component_applicability,vela_release_evaluation:llm-semantic-router/Vela-1.0-Omni-Nano,,474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2
+ArXivHierarchicalClusteringP2P,v_measure,vllm-sr/Vela-1.0-Omni-Nano,nano,0.163771288,64.88847259326147,True,False,exact_text_component_applicability,vela_release_evaluation:vllm-sr/Vela-1.0-Omni-Nano,,474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2
 ArXivHierarchicalClusteringP2P,v_measure,ibm-granite/granite-embedding-english-r2,peer,0.149,59.0566,True,False,registry_reported,registry_reported:ibm-granite/granite-embedding-english-r2,,
 ArXivHierarchicalClusteringP2P,v_measure,Tarka-AIR/Tarka-Embedding-150M-V1,peer,0.156,63.397099999999995,True,False,registry_reported,registry_reported:Tarka-AIR/Tarka-Embedding-150M-V1,,
 ArXivHierarchicalClusteringP2P,v_measure,codefuse-ai/F2LLM-v2-160M,peer,0.159,62.4399,True,False,registry_reported,registry_reported:codefuse-ai/F2LLM-v2-160M,,
@@ -159,7 +159,7 @@ ArXivHierarchicalClusteringP2P,v_measure,DeepPavlov/rubert-base-cased,peer,1.28,
 ArXivHierarchicalClusteringP2P,v_measure,manu/sentence_croissant_alpha_v0.2,peer,1.28,59.5187,True,False,registry_reported,registry_reported:manu/sentence_croissant_alpha_v0.2,,
 ArXivHierarchicalClusteringP2P,v_measure,manu/sentence_croissant_alpha_v0.3,peer,1.28,55.098400000000005,True,False,registry_reported,registry_reported:manu/sentence_croissant_alpha_v0.3,,
 ArXivHierarchicalClusteringP2P,v_measure,manu/sentence_croissant_alpha_v0.4,peer,1.28,58.5928,True,False,registry_reported,registry_reported:manu/sentence_croissant_alpha_v0.4,,
-ArXivHierarchicalClusteringP2P,v_measure,llm-semantic-router/Vela-1.0-Omni-Mini,mini,1.361475288,62.00989328478093,True,False,exact_text_component_applicability,vela_release_evaluation:llm-semantic-router/Vela-1.0-Omni-Mini,,d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731
+ArXivHierarchicalClusteringP2P,v_measure,vllm-sr/Vela-1.0-Omni-Mini,mini,1.361475288,62.00989328478093,True,False,exact_text_component_applicability,vela_release_evaluation:vllm-sr/Vela-1.0-Omni-Mini,,d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731
 ArXivHierarchicalClusteringP2P,v_measure,NovaSearch/stella_en_1.5B_v5,peer,1.54,64.52339106857525,True,False,registry_reported,registry_reported:NovaSearch/stella_en_1.5B_v5,,
 ArXivHierarchicalClusteringP2P,v_measure,Alibaba-NLP/gte-Qwen2-1.5B-instruct,peer,1.543,64.7434,True,False,registry_reported,registry_reported:Alibaba-NLP/gte-Qwen2-1.5B-instruct,,
 ArXivHierarchicalClusteringP2P,v_measure,NovaSearch/jasper_en_vision_language_v1,peer,1.565,68.68769999999999,True,False,registry_reported,registry_reported:NovaSearch/jasper_en_vision_language_v1,,
@@ -234,7 +234,7 @@ NMSQAPairClassification,max_ap,microsoft/wavlm-base-plus-sv,peer,0.095,48.4168,T
 NMSQAPairClassification,max_ap,microsoft/wavlm-base-sd,peer,0.095,52.9964,True,False,registry_reported,registry_reported:microsoft/wavlm-base-sd,,
 NMSQAPairClassification,max_ap,microsoft/wavlm-base-sv,peer,0.095,52.9964,True,False,registry_reported,registry_reported:microsoft/wavlm-base-sv,,
 NMSQAPairClassification,max_ap,asapp/sew-d-mid-400k-ft-ls100h,peer,0.139,48.4208,True,False,registry_reported,registry_reported:asapp/sew-d-mid-400k-ft-ls100h,,
-NMSQAPairClassification,max_ap,llm-semantic-router/Vela-1.0-Omni-Nano,nano,0.163771288,62.89933955933497,True,True,measured_release_evaluation,,,474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2
+NMSQAPairClassification,max_ap,vllm-sr/Vela-1.0-Omni-Nano,nano,0.163771288,62.89933955933497,True,True,measured_release_evaluation,,,474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2
 NMSQAPairClassification,max_ap,laion/clap-htsat-unfused,peer,0.153,46.9791,True,False,registry_reported,registry_reported:laion/clap-htsat-unfused,,
 NMSQAPairClassification,max_ap,laion/clap-htsat-fused,peer,0.154,47.8507,True,False,registry_reported,registry_reported:laion/clap-htsat-fused,,
 NMSQAPairClassification,max_ap,microsoft/msclap-2023,peer,0.16,51.0934,True,False,registry_reported,registry_reported:microsoft/msclap-2023,,
@@ -262,7 +262,7 @@ NMSQAPairClassification,max_ap,facebook/mms-1b-l1107,peer,1.0,50.069399999999995
 NMSQAPairClassification,max_ap,facebook/wav2vec2-xls-r-1b,peer,1.0,49.3205,True,False,registry_reported,registry_reported:facebook/wav2vec2-xls-r-1b,,
 NMSQAPairClassification,max_ap,speechbrain/m-ctc-t-large,peer,1.059,58.9789,True,False,registry_reported,registry_reported:speechbrain/m-ctc-t-large,,
 NMSQAPairClassification,max_ap,LanguageBind/LanguageBind_Omni,peer,1.2,50.053000000000004,True,False,registry_reported,registry_reported:LanguageBind/LanguageBind_Omni,,
-NMSQAPairClassification,max_ap,llm-semantic-router/Vela-1.0-Omni-Mini,mini,1.361475288,88.19599834012242,True,False,measured_release_evaluation,,,d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731
+NMSQAPairClassification,max_ap,vllm-sr/Vela-1.0-Omni-Mini,mini,1.361475288,88.19599834012242,True,False,measured_release_evaluation,,,d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731
 NMSQAPairClassification,max_ap,openai/whisper-large-v3,peer,1.55,48.4145,True,False,registry_reported,registry_reported:openai/whisper-large-v3,,
 NMSQAPairClassification,max_ap,jinaai/jina-embeddings-v5-omni-small,peer,1.626,93.38365214450435,True,False,registry_reported,registry_reported:jinaai/jina-embeddings-v5-omni-small,,
 NMSQAPairClassification,max_ap,encord-team/ebind-full,peer,1.79,46.0069,True,False,registry_reported,registry_reported:encord-team/ebind-full,,
@@ -302,7 +302,7 @@ SIBFLEURS,accuracy,microsoft/wavlm-base-plus-sv,peer,0.095,11.857322549019608,Tr
 SIBFLEURS,accuracy,microsoft/wavlm-base-sd,peer,0.095,13.31318431372549,True,False,registry_reported,registry_reported:microsoft/wavlm-base-sd,,
 SIBFLEURS,accuracy,microsoft/wavlm-base-sv,peer,0.095,13.31318431372549,True,False,registry_reported,registry_reported:microsoft/wavlm-base-sv,,
 SIBFLEURS,accuracy,asapp/sew-d-mid-400k-ft-ls100h,peer,0.139,12.634273529411763,True,False,registry_reported,registry_reported:asapp/sew-d-mid-400k-ft-ls100h,,
-SIBFLEURS,accuracy,llm-semantic-router/Vela-1.0-Omni-Nano,nano,0.163771288,18.072541269472218,True,False,measured_release_evaluation,,,474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2
+SIBFLEURS,accuracy,vllm-sr/Vela-1.0-Omni-Nano,nano,0.163771288,18.072541269472218,True,False,measured_release_evaluation,,,474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2
 SIBFLEURS,accuracy,laion/clap-htsat-unfused,peer,0.153,8.674730392156862,True,False,registry_reported,registry_reported:laion/clap-htsat-unfused,,
 SIBFLEURS,accuracy,laion/clap-htsat-fused,peer,0.154,9.069597058823529,True,False,registry_reported,registry_reported:laion/clap-htsat-fused,,
 SIBFLEURS,accuracy,microsoft/msclap-2023,peer,0.16,14.073474509803921,True,False,registry_reported,registry_reported:microsoft/msclap-2023,,
@@ -330,7 +330,7 @@ SIBFLEURS,accuracy,facebook/mms-1b-l1107,peer,1.0,21.60156862745098,True,False,r
 SIBFLEURS,accuracy,facebook/wav2vec2-xls-r-1b,peer,1.0,12.637753921568628,True,False,registry_reported,registry_reported:facebook/wav2vec2-xls-r-1b,,
 SIBFLEURS,accuracy,speechbrain/m-ctc-t-large,peer,1.059,21.695727450980392,True,False,registry_reported,registry_reported:speechbrain/m-ctc-t-large,,
 SIBFLEURS,accuracy,LanguageBind/LanguageBind_Omni,peer,1.2,14.720610784313726,True,False,registry_reported,registry_reported:LanguageBind/LanguageBind_Omni,,
-SIBFLEURS,accuracy,llm-semantic-router/Vela-1.0-Omni-Mini,mini,1.361475288,39.06804619080834,True,True,measured_release_evaluation,,,d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731
+SIBFLEURS,accuracy,vllm-sr/Vela-1.0-Omni-Mini,mini,1.361475288,39.06804619080834,True,True,measured_release_evaluation,,,d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731
 SIBFLEURS,accuracy,openai/whisper-large-v3,peer,1.55,22.948927450980392,True,False,registry_reported,registry_reported:openai/whisper-large-v3,,
 SIBFLEURS,accuracy,jinaai/jina-embeddings-v5-omni-small,peer,1.626,30.350692156862742,True,False,registry_reported,registry_reported:jinaai/jina-embeddings-v5-omni-small,,
 SIBFLEURS,accuracy,encord-team/ebind-full,peer,1.79,14.727586274509804,True,False,registry_reported,registry_reported:encord-team/ebind-full,,
@@ -372,7 +372,7 @@ VehicleSoundClustering,v_measure,microsoft/wavlm-base-plus-sv,peer,0.095,1.7932,
 VehicleSoundClustering,v_measure,microsoft/wavlm-base-sd,peer,0.095,0.40940000000000004,True,False,registry_reported,registry_reported:microsoft/wavlm-base-sd,,
 VehicleSoundClustering,v_measure,microsoft/wavlm-base-sv,peer,0.095,0.40940000000000004,True,False,registry_reported,registry_reported:microsoft/wavlm-base-sv,,
 VehicleSoundClustering,v_measure,asapp/sew-d-mid-400k-ft-ls100h,peer,0.139,0.6276,True,False,registry_reported,registry_reported:asapp/sew-d-mid-400k-ft-ls100h,,
-VehicleSoundClustering,v_measure,llm-semantic-router/Vela-1.0-Omni-Nano,nano,0.163771288,5.275425308186281,True,False,measured_release_evaluation,,,474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2
+VehicleSoundClustering,v_measure,vllm-sr/Vela-1.0-Omni-Nano,nano,0.163771288,5.275425308186281,True,False,measured_release_evaluation,,,474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2
 VehicleSoundClustering,v_measure,laion/clap-htsat-unfused,peer,0.153,2.6642,True,False,registry_reported,registry_reported:laion/clap-htsat-unfused,,
 VehicleSoundClustering,v_measure,laion/clap-htsat-fused,peer,0.154,4.7132,True,False,registry_reported,registry_reported:laion/clap-htsat-fused,,
 VehicleSoundClustering,v_measure,microsoft/msclap-2023,peer,0.16,2.86,True,False,registry_reported,registry_reported:microsoft/msclap-2023,,
@@ -400,7 +400,7 @@ VehicleSoundClustering,v_measure,facebook/mms-1b-l1107,peer,1.0,0.4373,True,Fals
 VehicleSoundClustering,v_measure,facebook/wav2vec2-xls-r-1b,peer,1.0,0.1275,True,False,registry_reported,registry_reported:facebook/wav2vec2-xls-r-1b,,
 VehicleSoundClustering,v_measure,speechbrain/m-ctc-t-large,peer,1.059,0.967,True,False,registry_reported,registry_reported:speechbrain/m-ctc-t-large,,
 VehicleSoundClustering,v_measure,LanguageBind/LanguageBind_Omni,peer,1.2,2.5643,True,False,registry_reported,registry_reported:LanguageBind/LanguageBind_Omni,,
-VehicleSoundClustering,v_measure,llm-semantic-router/Vela-1.0-Omni-Mini,mini,1.361475288,1.7269120528614579,True,False,measured_release_evaluation,,,d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731
+VehicleSoundClustering,v_measure,vllm-sr/Vela-1.0-Omni-Mini,mini,1.361475288,1.7269120528614579,True,False,measured_release_evaluation,,,d3a742fbe0d833b0a72e5104e0381209b7d3da78f948d3439a5da7d986232731
 VehicleSoundClustering,v_measure,openai/whisper-large-v3,peer,1.55,1.3834000000000002,True,False,registry_reported,registry_reported:openai/whisper-large-v3,,
 VehicleSoundClustering,v_measure,jinaai/jina-embeddings-v5-omni-small,peer,1.626,4.8423,True,False,registry_reported,registry_reported:jinaai/jina-embeddings-v5-omni-small,,
 VehicleSoundClustering,v_measure,encord-team/ebind-full,peer,1.79,6.4883,True,False,registry_reported,registry_reported:encord-team/ebind-full,,

benchmarks/previous-release-scores.json

@@ -1,11 +1,11 @@
 {
   "schema_version": 2,
-  "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+  "model": "vllm-sr/Vela-1.0-Omni-Nano",
   "revision_semantics": "self denotes this published inference package; evaluated_* identities retain original measurements. The exact public-inference equivalence report binds score applicability.",
   "score_scale": "0-1; multiply by 100 for percentages",
   "matrix": {
     "small": {
-      "model": "llm-semantic-router/multi-modal-embed-small",
+      "model": "vllm-sr/multi-modal-embed-small",
       "revision": "fdf8e01b7b0f3a69ac1ac8e2a64dcb1ede177ba4",
       "artifact_fingerprint_sha256": "684fe0c48a4ddd3944167f6e5dc75e97ada24e5b120bd9a2921f00dc03112eeb",
       "metrics": {
@@ -82,7 +82,7 @@
       }
     },
     "candidate": {
-      "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+      "model": "vllm-sr/Vela-1.0-Omni-Nano",
       "revision": "self",
       "artifact_fingerprint_sha256": "50ce808197fb43a1b8913a66d4a47339ec66ecd10d52cbd9f9e752d02f8c43fa",
       "metrics": {
@@ -322,9 +322,9 @@
       "replicates": 2000,
       "seed": 20260918,
       "comparison": {
-        "candidate": "llm-semantic-router/Vela-1.0-Omni-Nano",
+        "candidate": "vllm-sr/Vela-1.0-Omni-Nano",
         "candidate_artifact_fingerprint_sha256": "96d76f97478e114b816df3ab1b3c6947e4c5ef0babfb40ab865d7e3c838d34c4",
-        "baseline": "llm-semantic-router/multi-modal-embed-small",
+        "baseline": "vllm-sr/multi-modal-embed-small",
         "baseline_revision": "fdf8e01b7b0f3a69ac1ac8e2a64dcb1ede177ba4",
         "baseline_artifact_fingerprint_sha256": "684fe0c48a4ddd3944167f6e5dc75e97ada24e5b120bd9a2921f00dc03112eeb"
       }
@@ -426,9 +426,9 @@
       "replicates": 2000,
       "seed": 20260918,
       "comparison": {
-        "candidate": "llm-semantic-router/Vela-1.0-Omni-Nano",
+        "candidate": "vllm-sr/Vela-1.0-Omni-Nano",
         "candidate_artifact_fingerprint_sha256": "96d76f97478e114b816df3ab1b3c6947e4c5ef0babfb40ab865d7e3c838d34c4",
-        "baseline": "llm-semantic-router/Vela-1.0-Omni-Nano",
+        "baseline": "vllm-sr/Vela-1.0-Omni-Nano",
         "baseline_revision": "3a1efc48995e2b71622d65c6cf71cfc00bbf3aa3",
         "baseline_artifact_fingerprint_sha256": "fb9cd39c9980a085b75456c715c2295b997784fe733314be68c13635f6384edf"
       }
@@ -477,7 +477,7 @@
     "library_version": "2.21.0",
     "model_revisions": {
       "nano": {
-        "repo_id": "llm-semantic-router/Vela-1.0-Omni-Nano",
+        "repo_id": "vllm-sr/Vela-1.0-Omni-Nano",
         "revision": "self",
         "native_artifact_sha256": "50ce808197fb43a1b8913a66d4a47339ec66ecd10d52cbd9f9e752d02f8c43fa",
         "parameters": 135383808,
@@ -490,7 +490,7 @@
         "revision_kind": "HF_snapshot"
       },
       "small": {
-        "repo_id": "llm-semantic-router/multi-modal-embed-small",
+        "repo_id": "vllm-sr/multi-modal-embed-small",
         "revision": "fdf8e01b7b0f3a69ac1ac8e2a64dcb1ede177ba4",
         "native_artifact_sha256": "684fe0c48a4ddd3944167f6e5dc75e97ada24e5b120bd9a2921f00dc03112eeb",
         "status": "evaluated_all_11_selected_tasks",
@@ -2350,7 +2350,7 @@
       }
     ],
     "comparison": {
-      "baseline_model": "llm-semantic-router/multi-modal-embed-small",
+      "baseline_model": "vllm-sr/multi-modal-embed-small",
       "baseline_revision": "fdf8e01b7b0f3a69ac1ac8e2a64dcb1ede177ba4",
       "baseline_native_artifact_sha256": "684fe0c48a4ddd3944167f6e5dc75e97ada24e5b120bd9a2921f00dc03112eeb",
       "baseline_standard_status": "not_evaluated_in_this_standard_protocol",
@@ -2652,7 +2652,7 @@
     }
   },
   "previous_release": {
-    "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+    "model": "vllm-sr/Vela-1.0-Omni-Nano",
     "revision": "3a1efc48995e2b71622d65c6cf71cfc00bbf3aa3",
     "native_artifact_sha256": "fb9cd39c9980a085b75456c715c2295b997784fe733314be68c13635f6384edf",
     "parameters": 133956480,
@@ -3753,7 +3753,7 @@
   ],
   "net_benefit": {
     "scope": "Product-weighted progress comparison, not an official benchmark aggregate or SOTA claim.",
-    "baseline_model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+    "baseline_model": "vllm-sr/Vela-1.0-Omni-Nano",
     "baseline_revision": "3a1efc48995e2b71622d65c6cf71cfc00bbf3aa3",
     "baseline_native_artifact_sha256": "fb9cd39c9980a085b75456c715c2295b997784fe733314be68c13635f6384edf",
     "candidate_native_artifact_sha256": "96d76f97478e114b816df3ab1b3c6947e4c5ef0babfb40ab865d7e3c838d34c4",
@@ -4307,7 +4307,7 @@
     "new_benchmark_run": false
   },
   "scorecard_comparison": {
-    "primary_comparator": "llm-semantic-router/multi-modal-embed-small",
+    "primary_comparator": "vllm-sr/multi-modal-embed-small",
     "revision": "fdf8e01b7b0f3a69ac1ac8e2a64dcb1ede177ba4",
     "common_protocol_measured": true,
     "original_reference_evidence": "benchmarks/original-baseline.json",

scores.json

@@ -1,11 +1,11 @@
 {
   "schema_version": 2,
-  "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+  "model": "vllm-sr/Vela-1.0-Omni-Nano",
   "revision_semantics": "self denotes the released native package. Each benchmark retains its actual evaluated artifact; exact unchanged-component applicability is explicit.",
   "score_scale": "0-1; multiply by 100 for percentages",
   "matrix": {
     "small": {
-      "model": "llm-semantic-router/multi-modal-embed-small",
+      "model": "vllm-sr/multi-modal-embed-small",
       "revision": "fdf8e01b7b0f3a69ac1ac8e2a64dcb1ede177ba4",
       "artifact_fingerprint_sha256": "684fe0c48a4ddd3944167f6e5dc75e97ada24e5b120bd9a2921f00dc03112eeb",
       "metrics": {
@@ -82,7 +82,7 @@
       }
     },
     "candidate": {
-      "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+      "model": "vllm-sr/Vela-1.0-Omni-Nano",
       "revision": "self",
       "artifact_fingerprint_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
       "evaluated_native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
@@ -1368,7 +1368,7 @@
     "library_version": "2.21.0",
     "model_revisions": {
       "nano": {
-        "repo_id": "llm-semantic-router/Vela-1.0-Omni-Nano",
+        "repo_id": "vllm-sr/Vela-1.0-Omni-Nano",
         "revision": "self",
         "native_artifact_sha256": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2",
         "parameters": 163771288,
@@ -1377,7 +1377,7 @@
         "applicability": "Each row states whether the full artifact was freshly evaluated or an exact unchanged component applies."
       },
       "small": {
-        "repo_id": "llm-semantic-router/multi-modal-embed-small",
+        "repo_id": "vllm-sr/multi-modal-embed-small",
         "revision": "fdf8e01b7b0f3a69ac1ac8e2a64dcb1ede177ba4",
         "native_artifact_sha256": "684fe0c48a4ddd3944167f6e5dc75e97ada24e5b120bd9a2921f00dc03112eeb",
         "status": "evaluated_all_11_selected_tasks",
@@ -3339,7 +3339,7 @@
       }
     ],
     "comparison": {
-      "baseline_model": "llm-semantic-router/multi-modal-embed-small",
+      "baseline_model": "vllm-sr/multi-modal-embed-small",
       "baseline_revision": "fdf8e01b7b0f3a69ac1ac8e2a64dcb1ede177ba4",
       "baseline_native_artifact_sha256": "684fe0c48a4ddd3944167f6e5dc75e97ada24e5b120bd9a2921f00dc03112eeb",
       "baseline_standard_status": "evaluated_all_11_selected_tasks",
@@ -3640,7 +3640,7 @@
     }
   },
   "previous_release": {
-    "model": "llm-semantic-router/Vela-1.0-Omni-Nano",
+    "model": "vllm-sr/Vela-1.0-Omni-Nano",
     "revision": "9e747d2e1d4b97d3081ff4ac2ac79986c7a8da95",
     "native_artifact_sha256": "50ce808197fb43a1b8913a66d4a47339ec66ecd10d52cbd9f9e752d02f8c43fa",
     "evaluated_artifact_fingerprint_sha256": "96d76f97478e114b816df3ab1b3c6947e4c5ef0babfb40ab865d7e3c838d34c4",
@@ -3834,7 +3834,7 @@
   },
   "paired_uncertainty_scope": "Fresh paired intervals compare this candidate with the preceding Vela Nano computation. They are not an interval for the all-14 aggregate or the weighted net. An original-small interval was not recomputed for this update.",
   "scorecard_comparison": {
-    "primary_comparator": "llm-semantic-router/multi-modal-embed-small",
+    "primary_comparator": "vllm-sr/multi-modal-embed-small",
     "revision": "fdf8e01b7b0f3a69ac1ac8e2a64dcb1ede177ba4",
     "common_protocol_measured": true,
     "original_reference_evidence": "benchmarks/original-baseline.json",