Refresh weights-results links and publication QA mirrors

PUBLIC_READER_MAP.md

@@ -17,6 +17,7 @@ trail.
 | Compare current results | `RESEARCH_TAKEAWAYS.md` | `docs/data/task_method_20_result_matrix.json`, `docs/data/unified_task_model_radar.json` |
 | Compare 1-episode and 128-episode methods | Homepage radar section | `docs/data/single_episode_task_model_radar.json`, `docs/data/episode128_task_model_radar.json` |
 | Find all derived artifacts | `ARTIFACT_GUIDE.md` | HF artifact dataset, `docs/data/artifact_index.json` |
+| Download model weights with their matching results | Hugging Face weights/results repo | `manifest.json`, `analysis/docs/data/task_method_20_result_matrix.json`, `results/` |
 | Reproduce or extend the work | `REPRODUCIBILITY.md` | `QUALITY_GATES.md`, `scripts/`, `results/` |
 | Understand foundation-model directions | `THREE_FOUNDATION_PIPELINES.md` | `FOUNDATION_MODEL_PLAN.md`, `docs/data/three_foundation_pipelines.json` |
 | Check public-release health | `PUBLIC_SURFACE_QA.md` | `docs/data/live_publication_status.json`, `docs/data/mirror_parity.json` |
@@ -30,6 +31,7 @@ trail.
 | Hugging Face Space | Hub-hosted copy of the dashboard and static app assets | Sharing the visual dashboard from HF |
 | HF artifact dataset | Public-safe derived artifacts, reports, metrics, website JSON, and sanitized model result packages | Downloading evidence bundles |
 | HF baseline model repo | Baseline weights, metrics, figures, and mirrored task artifacts | Reusing compact baseline outputs |
+| HF weights/results repo | Consolidated baseline weights, Qwen3/Cosmos adapter weights, verified results, analysis files, and file-level manifest | Auditing all public-safe weight-bearing artifacts from one repo |
 | Qwen3/Cosmos model repos | Adapter-specific public weights or package cards when a branch is verified and publishable | Inspecting model-branch artifacts |
 
 ## Evidence Layers

data/project_manifest.json

@@ -34,6 +34,7 @@
     "hf_static_space": "https://cy0307-ropedia-xperience-10m-task-suite.static.hf.space/",
     "hf_artifacts": "https://huggingface.co/datasets/cy0307/ropedia-xperience-10m-task-suite-artifacts",
     "hf_model_repo": "https://huggingface.co/cy0307/ropedia-xperience-10m-task-baselines",
+    "hf_weights_results_repo": "https://huggingface.co/cy0307/ropedia-xperience-10m-weights-results",
     "hf_qwen3_lora_adapter": "https://huggingface.co/cy0307/ropedia-qwen3-omni-lora-128ep",
     "hf_cosmos3_super_lora_adapter": "https://huggingface.co/cy0307/ropedia-cosmos3-super-forward-dynamics-lora-128ep",
     "hf_collection": "https://huggingface.co/collections/cy0307/ropedia-xperience-10m-task-suite"

data/public_reader_map.json

@@ -1,7 +1,7 @@
 {
   "title": "Ropedia Xperience-10M Public Reader Map",
   "status": "published",
-  "purpose": "Organize the GitHub repo, GitHub Pages dashboard, Hugging Face Space, artifact dataset, baseline model repo, and model-branch repos without removing evidence.",
+  "purpose": "Organize the GitHub repo, GitHub Pages dashboard, Hugging Face Space, artifact dataset, baseline model repo, consolidated weights/results repo, and model-branch repos without removing evidence.",
   "fast_paths": [
     {
       "reader_goal": "Understand the project in one pass",
@@ -43,6 +43,11 @@
       "start_here": "ARTIFACT_GUIDE.md",
       "then_inspect": ["Hugging Face artifact dataset", "docs/data/artifact_index.json"]
     },
+    {
+      "reader_goal": "Download model weights with their matching results",
+      "start_here": "Hugging Face weights/results repo",
+      "then_inspect": ["manifest.json", "analysis/docs/data/task_method_20_result_matrix.json", "results/"]
+    },
     {
       "reader_goal": "Reproduce or extend the work",
       "start_here": "REPRODUCIBILITY.md",
@@ -85,6 +90,11 @@
       "responsibility": "Baseline weights, metrics, figures, and mirrored task artifacts.",
       "best_use": "Reusing compact baseline outputs."
     },
+    {
+      "surface": "HF weights/results repo",
+      "responsibility": "Consolidated baseline weights, Qwen3/Cosmos adapter weights, verified results, analysis files, and file-level manifest.",
+      "best_use": "Auditing all public-safe weight-bearing artifacts from one repo."
+    },
     {
       "surface": "Qwen3/Cosmos model repos",
       "responsibility": "Adapter-specific public weights or package cards when a branch is verified and publishable.",

data/public_surface_qa.json

@@ -1,7 +1,7 @@
 {
   "title": "Ropedia Xperience-10M Public Project Surface",
   "status": "pass",
-  "generated_at_utc": "2026-06-20T18:44:29+00:00",
+  "generated_at_utc": "2026-06-20T19:10:00+00:00",
   "scope": "Repo README, GitHub Pages HTML, Hugging Face Space card, artifact dataset card, and model card.",
   "checks": [
     {
@@ -18,7 +18,7 @@
         "website_integrity": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-20T17:47:18+00:00"
+          "generated_at_utc": "2026-06-20T18:44:57+00:00"
         },
         "rendered_site_check": {
           "exists": true,
@@ -28,27 +28,27 @@
         "task_surface_integrity": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-20T17:47:18+00:00"
+          "generated_at_utc": "2026-06-20T18:44:50+00:00"
         },
         "source_alignment": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-20T17:47:18+00:00"
+          "generated_at_utc": "2026-06-20T18:44:49+00:00"
         },
         "scale_up_status": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-20T17:47:20+00:00"
+          "generated_at_utc": "2026-06-20T18:45:07+00:00"
         },
         "publication_package": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-20T17:56:28+00:00"
+          "generated_at_utc": "2026-06-20T18:46:09+00:00"
         },
         "mirror_parity": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-20T18:09:34+00:00"
+          "generated_at_utc": "2026-06-20T18:46:05+00:00"
         }
       },
       "failures": {}
@@ -111,6 +111,7 @@
         "https://huggingface.co/spaces/cy0307/ropedia-xperience-10m-task-suite": 11,
         "https://huggingface.co/datasets/cy0307/ropedia-xperience-10m-task-suite-artifacts": 11,
         "https://huggingface.co/cy0307/ropedia-xperience-10m-task-baselines": 14,
+        "https://huggingface.co/cy0307/ropedia-xperience-10m-weights-results": 5,
         "https://huggingface.co/datasets/ropedia-ai/xperience-10m": 38,
         "https://ropedia.com/dataset": 5
       }

data/publication_audit.json

@@ -1,6 +1,6 @@
 {
   "status": "pass",
-  "generated_at_utc": "2026-06-20T17:51:12+00:00",
+  "generated_at_utc": "2026-06-20T19:32:45+00:00",
   "checks": [
     {
       "name": "required_publication_assets_present",
@@ -226,8 +226,8 @@
     "github_repo": {
       "root": "repo",
       "exists": true,
-      "file_count": 1466,
-      "text_file_count": 1221,
+      "file_count": 1510,
+      "text_file_count": 1249,
       "largest_file": {
         "path": "results/omni_finetune/a100_128_metadata_task_baselines_20260616_v2/interaction_text_prediction/confusion_matrix.csv",
         "bytes": 73057076
@@ -237,8 +237,8 @@
     "hf_space_bundle": {
       "root": "hf_publish/space",
       "exists": true,
-      "file_count": 539,
-      "text_file_count": 397,
+      "file_count": 556,
+      "text_file_count": 409,
       "largest_file": {
         "path": "results/omni_finetune/xperience10m_qwen3_omni_v6_sensor_target_probes_a100_20260619T000000Z/modality_reconstruction/predictions.jsonl",
         "bytes": 10221085
@@ -248,8 +248,8 @@
     "hf_artifact_bundle": {
       "root": "hf_publish/artifacts",
       "exists": true,
-      "file_count": 4369,
-      "text_file_count": 1256,
+      "file_count": 4474,
+      "text_file_count": 1268,
       "largest_file": {
         "path": "results/omni_finetune/xperience10m_128ep_dense_multiscale_hierarchical_v1_20260608/dense_multiscale_windows.jsonl",
         "bytes": 135591061
@@ -259,8 +259,8 @@
     "hf_model_bundle": {
       "root": "hf_publish/model",
       "exists": true,
-      "file_count": 5119,
-      "text_file_count": 1424,
+      "file_count": 5224,
+      "text_file_count": 1436,
       "largest_file": {
         "path": "results/omni_finetune/xperience10m_128ep_dense_multiscale_hierarchical_v1_20260608/dense_multiscale_windows.jsonl",
         "bytes": 135591061

data/website_integrity.json

@@ -1,12 +1,12 @@
 {
   "status": "pass",
-  "generated_at_utc": "2026-06-20T18:44:57+00:00",
+  "generated_at_utc": "2026-06-20T19:32:25+00:00",
   "docs_root": "docs",
   "site_base": "/ropedia-xperience-10m-task-suite/",
   "summary": {
     "html_pages": 4,
     "local_references": 213,
-    "external_reference_count": 149,
+    "external_reference_count": 152,
     "json_files": 50,
     "image_assets_referenced": 28,
     "failure_count": 0
@@ -81,7 +81,7 @@
       "status": "pass",
       "reason": "The project overview should appear before the deeper progress ledger.",
       "overview_index": 95828,
-      "evidence_index": 132211
+      "evidence_index": 132438
     },
     {
       "name": "project_status_links_json",
@@ -160,8 +160,8 @@
       "status": "pass",
       "reason": "The evaluation protocol should appear before the deeper evidence ledger.",
       "overview_index": 95828,
-      "protocol_index": 128392,
-      "evidence_index": 132211
+      "protocol_index": 128619,
+      "evidence_index": 132438
     },
     {
       "name": "evaluation_protocol_links_json",
@@ -351,7 +351,7 @@
     },
     {
       "path": "data/mirror_parity.json",
-      "bytes": 1354137,
+      "bytes": 1392513,
       "top_level_type": "dict"
     },
     {
@@ -376,7 +376,7 @@
     },
     {
       "path": "data/project_manifest.json",
-      "bytes": 5672,
+      "bytes": 5774,
       "top_level_type": "dict"
     },
     {
@@ -391,12 +391,12 @@
     },
     {
       "path": "data/public_reader_map.json",
-      "bytes": 5329,
+      "bytes": 5906,
       "top_level_type": "dict"
     },
     {
       "path": "data/public_surface_qa.json",
-      "bytes": 7126,
+      "bytes": 7208,
       "top_level_type": "dict"
     },
     {
@@ -531,7 +531,7 @@
     },
     {
       "path": "data/website_integrity.json",
-      "bytes": 20023,
+      "bytes": 20022,
       "top_level_type": "dict"
     },
     {

docs/data/project_manifest.json

@@ -34,6 +34,7 @@
     "hf_static_space": "https://cy0307-ropedia-xperience-10m-task-suite.static.hf.space/",
     "hf_artifacts": "https://huggingface.co/datasets/cy0307/ropedia-xperience-10m-task-suite-artifacts",
     "hf_model_repo": "https://huggingface.co/cy0307/ropedia-xperience-10m-task-baselines",
+    "hf_weights_results_repo": "https://huggingface.co/cy0307/ropedia-xperience-10m-weights-results",
     "hf_qwen3_lora_adapter": "https://huggingface.co/cy0307/ropedia-qwen3-omni-lora-128ep",
     "hf_cosmos3_super_lora_adapter": "https://huggingface.co/cy0307/ropedia-cosmos3-super-forward-dynamics-lora-128ep",
     "hf_collection": "https://huggingface.co/collections/cy0307/ropedia-xperience-10m-task-suite"

docs/data/public_reader_map.json

@@ -1,7 +1,7 @@
 {
   "title": "Ropedia Xperience-10M Public Reader Map",
   "status": "published",
-  "purpose": "Organize the GitHub repo, GitHub Pages dashboard, Hugging Face Space, artifact dataset, baseline model repo, and model-branch repos without removing evidence.",
+  "purpose": "Organize the GitHub repo, GitHub Pages dashboard, Hugging Face Space, artifact dataset, baseline model repo, consolidated weights/results repo, and model-branch repos without removing evidence.",
   "fast_paths": [
     {
       "reader_goal": "Understand the project in one pass",
@@ -43,6 +43,11 @@
       "start_here": "ARTIFACT_GUIDE.md",
       "then_inspect": ["Hugging Face artifact dataset", "docs/data/artifact_index.json"]
     },
+    {
+      "reader_goal": "Download model weights with their matching results",
+      "start_here": "Hugging Face weights/results repo",
+      "then_inspect": ["manifest.json", "analysis/docs/data/task_method_20_result_matrix.json", "results/"]
+    },
     {
       "reader_goal": "Reproduce or extend the work",
       "start_here": "REPRODUCIBILITY.md",
@@ -85,6 +90,11 @@
       "responsibility": "Baseline weights, metrics, figures, and mirrored task artifacts.",
       "best_use": "Reusing compact baseline outputs."
     },
+    {
+      "surface": "HF weights/results repo",
+      "responsibility": "Consolidated baseline weights, Qwen3/Cosmos adapter weights, verified results, analysis files, and file-level manifest.",
+      "best_use": "Auditing all public-safe weight-bearing artifacts from one repo."
+    },
     {
       "surface": "Qwen3/Cosmos model repos",
       "responsibility": "Adapter-specific public weights or package cards when a branch is verified and publishable.",

docs/data/public_surface_qa.json

@@ -1,7 +1,7 @@
 {
   "title": "Ropedia Xperience-10M Public Project Surface",
   "status": "pass",
-  "generated_at_utc": "2026-06-20T18:44:29+00:00",
+  "generated_at_utc": "2026-06-20T19:10:00+00:00",
   "scope": "Repo README, GitHub Pages HTML, Hugging Face Space card, artifact dataset card, and model card.",
   "checks": [
     {
@@ -18,7 +18,7 @@
         "website_integrity": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-20T17:47:18+00:00"
+          "generated_at_utc": "2026-06-20T18:44:57+00:00"
         },
         "rendered_site_check": {
           "exists": true,
@@ -28,27 +28,27 @@
         "task_surface_integrity": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-20T17:47:18+00:00"
+          "generated_at_utc": "2026-06-20T18:44:50+00:00"
         },
         "source_alignment": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-20T17:47:18+00:00"
+          "generated_at_utc": "2026-06-20T18:44:49+00:00"
         },
         "scale_up_status": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-20T17:47:20+00:00"
+          "generated_at_utc": "2026-06-20T18:45:07+00:00"
         },
         "publication_package": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-20T17:56:28+00:00"
+          "generated_at_utc": "2026-06-20T18:46:09+00:00"
         },
         "mirror_parity": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-20T18:09:34+00:00"
+          "generated_at_utc": "2026-06-20T18:46:05+00:00"
         }
       },
       "failures": {}
@@ -111,6 +111,7 @@
         "https://huggingface.co/spaces/cy0307/ropedia-xperience-10m-task-suite": 11,
         "https://huggingface.co/datasets/cy0307/ropedia-xperience-10m-task-suite-artifacts": 11,
         "https://huggingface.co/cy0307/ropedia-xperience-10m-task-baselines": 14,
+        "https://huggingface.co/cy0307/ropedia-xperience-10m-weights-results": 5,
         "https://huggingface.co/datasets/ropedia-ai/xperience-10m": 38,
         "https://ropedia.com/dataset": 5
       }

docs/data/publication_audit.json

@@ -1,6 +1,6 @@
 {
   "status": "pass",
-  "generated_at_utc": "2026-06-20T17:51:12+00:00",
+  "generated_at_utc": "2026-06-20T19:32:45+00:00",
   "checks": [
     {
       "name": "required_publication_assets_present",
@@ -226,8 +226,8 @@
     "github_repo": {
       "root": "repo",
       "exists": true,
-      "file_count": 1466,
-      "text_file_count": 1221,
+      "file_count": 1510,
+      "text_file_count": 1249,
       "largest_file": {
         "path": "results/omni_finetune/a100_128_metadata_task_baselines_20260616_v2/interaction_text_prediction/confusion_matrix.csv",
         "bytes": 73057076
@@ -237,8 +237,8 @@
     "hf_space_bundle": {
       "root": "hf_publish/space",
       "exists": true,
-      "file_count": 539,
-      "text_file_count": 397,
+      "file_count": 556,
+      "text_file_count": 409,
       "largest_file": {
         "path": "results/omni_finetune/xperience10m_qwen3_omni_v6_sensor_target_probes_a100_20260619T000000Z/modality_reconstruction/predictions.jsonl",
         "bytes": 10221085
@@ -248,8 +248,8 @@
     "hf_artifact_bundle": {
       "root": "hf_publish/artifacts",
       "exists": true,
-      "file_count": 4369,
-      "text_file_count": 1256,
+      "file_count": 4474,
+      "text_file_count": 1268,
       "largest_file": {
         "path": "results/omni_finetune/xperience10m_128ep_dense_multiscale_hierarchical_v1_20260608/dense_multiscale_windows.jsonl",
         "bytes": 135591061
@@ -259,8 +259,8 @@
     "hf_model_bundle": {
       "root": "hf_publish/model",
       "exists": true,
-      "file_count": 5119,
-      "text_file_count": 1424,
+      "file_count": 5224,
+      "text_file_count": 1436,
       "largest_file": {
         "path": "results/omni_finetune/xperience10m_128ep_dense_multiscale_hierarchical_v1_20260608/dense_multiscale_windows.jsonl",
         "bytes": 135591061

docs/data/website_integrity.json

@@ -1,12 +1,12 @@
 {
   "status": "pass",
-  "generated_at_utc": "2026-06-20T18:44:57+00:00",
+  "generated_at_utc": "2026-06-20T19:32:25+00:00",
   "docs_root": "docs",
   "site_base": "/ropedia-xperience-10m-task-suite/",
   "summary": {
     "html_pages": 4,
     "local_references": 213,
-    "external_reference_count": 149,
+    "external_reference_count": 152,
     "json_files": 50,
     "image_assets_referenced": 28,
     "failure_count": 0
@@ -81,7 +81,7 @@
       "status": "pass",
       "reason": "The project overview should appear before the deeper progress ledger.",
       "overview_index": 95828,
-      "evidence_index": 132211
+      "evidence_index": 132438
     },
     {
       "name": "project_status_links_json",
@@ -160,8 +160,8 @@
       "status": "pass",
       "reason": "The evaluation protocol should appear before the deeper evidence ledger.",
       "overview_index": 95828,
-      "protocol_index": 128392,
-      "evidence_index": 132211
+      "protocol_index": 128619,
+      "evidence_index": 132438
     },
     {
       "name": "evaluation_protocol_links_json",
@@ -351,7 +351,7 @@
     },
     {
       "path": "data/mirror_parity.json",
-      "bytes": 1354137,
+      "bytes": 1392513,
       "top_level_type": "dict"
     },
     {
@@ -376,7 +376,7 @@
     },
     {
       "path": "data/project_manifest.json",
-      "bytes": 5672,
+      "bytes": 5774,
       "top_level_type": "dict"
     },
     {
@@ -391,12 +391,12 @@
     },
     {
       "path": "data/public_reader_map.json",
-      "bytes": 5329,
+      "bytes": 5906,
       "top_level_type": "dict"
     },
     {
       "path": "data/public_surface_qa.json",
-      "bytes": 7126,
+      "bytes": 7208,
       "top_level_type": "dict"
     },
     {
@@ -531,7 +531,7 @@
     },
     {
       "path": "data/website_integrity.json",
-      "bytes": 20023,
+      "bytes": 20022,
       "top_level_type": "dict"
     },
     {

docs/index.html

@@ -3304,6 +3304,7 @@
             <a href="https://huggingface.co/spaces/cy0307/ropedia-xperience-10m-task-suite"><strong>HF Space</strong><span>Hub-hosted dashboard and static app assets.</span></a>
             <a href="https://huggingface.co/datasets/cy0307/ropedia-xperience-10m-task-suite-artifacts"><strong>HF artifacts</strong><span>Public-safe derived reports, metrics, website JSON, and result packages.</span></a>
             <a href="https://huggingface.co/cy0307/ropedia-xperience-10m-task-baselines"><strong>HF baselines</strong><span>Compact baseline weights, figures, metrics, and mirrored task artifacts.</span></a>
+            <a href="https://huggingface.co/cy0307/ropedia-xperience-10m-weights-results"><strong>HF weights + results</strong><span>Consolidated baseline weights, adapters, result summaries, analysis, and manifest.</span></a>
             <a href="https://huggingface.co/collections/cy0307/ropedia-xperience-10m-task-suite"><strong>HF collection</strong><span>Grouped project surfaces, baseline repos, and verified model-branch repos.</span></a>
           </div>
           <div class="brief-actions">
@@ -3763,11 +3764,12 @@
           <article class="evidence-card">
             <span class="status-pill">verified</span>
             <h3>Public pages are connected</h3>
-            <p>The website, GitHub repo, Hugging Face Space, artifact dataset, baseline model repo, and collection point to the same research project.</p>
+            <p>The website, GitHub repo, Hugging Face Space, artifact dataset, baseline model repo, consolidated weights/results repo, and collection point to the same research project.</p>
             <div class="evidence-links">
               <a href="https://huggingface.co/spaces/cy0307/ropedia-xperience-10m-task-suite">HF Space</a>
               <a href="https://huggingface.co/datasets/cy0307/ropedia-xperience-10m-task-suite-artifacts">artifact dataset</a>
               <a href="https://huggingface.co/cy0307/ropedia-xperience-10m-task-baselines">baseline models</a>
+              <a href="https://huggingface.co/cy0307/ropedia-xperience-10m-weights-results">weights + results</a>
             </div>
           </article>
           <article class="evidence-card">
@@ -4535,6 +4537,7 @@
               <article class="artifact"><h3>GitHub Package</h3><p>Static dashboard container published to GitHub Container Registry for local browsing with Docker, without raw data or model weights.</p><a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/pkgs/container/ropedia-xperience-10m-task-suite">GHCR package</a></article>
               <article class="artifact"><h3>Derived HF artifacts</h3><p>Metrics, predictions, docs, and lightweight derived files without raw data redistribution.</p><a href="https://huggingface.co/datasets/cy0307/ropedia-xperience-10m-task-suite-artifacts">artifact collection</a></article>
               <article class="artifact"><h3>HF baseline models</h3><p>Minimal NumPy softmax, ridge baselines, and neural task-head model files.</p><a href="https://huggingface.co/cy0307/ropedia-xperience-10m-task-baselines">model repo</a></article>
+              <article class="artifact"><h3>HF weights + results</h3><p>Consolidated public-safe baseline weights, Qwen3/Cosmos adapters, verified results, analysis files, and manifest.</p><a href="https://huggingface.co/cy0307/ropedia-xperience-10m-weights-results">weights/results repo</a></article>
               <article class="artifact"><h3>HF collection</h3><p>Space, artifacts, baseline models, and verified Qwen3/Cosmos3 adapter repos grouped into one public project collection.</p><a href="https://huggingface.co/collections/cy0307/ropedia-xperience-10m-task-suite">collection</a></article>
               <article class="artifact"><h3>Current all-feature action model</h3><p>Classifier metrics, predictions, confusion matrix, and model weights.</p><a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/results/min_all_modalities_action_model/metrics.json">model metrics</a></article>
               <article class="artifact"><h3>Project packet</h3><p>Compact route through the project for readers who want the shortest path from scope to results after choosing a surface.</p><a href="data/project_packet.json">project packet</a></article>

index.html

@@ -3304,6 +3304,7 @@
             <a href="https://huggingface.co/spaces/cy0307/ropedia-xperience-10m-task-suite"><strong>HF Space</strong><span>Hub-hosted dashboard and static app assets.</span></a>
             <a href="https://huggingface.co/datasets/cy0307/ropedia-xperience-10m-task-suite-artifacts"><strong>HF artifacts</strong><span>Public-safe derived reports, metrics, website JSON, and result packages.</span></a>
             <a href="https://huggingface.co/cy0307/ropedia-xperience-10m-task-baselines"><strong>HF baselines</strong><span>Compact baseline weights, figures, metrics, and mirrored task artifacts.</span></a>
+            <a href="https://huggingface.co/cy0307/ropedia-xperience-10m-weights-results"><strong>HF weights + results</strong><span>Consolidated baseline weights, adapters, result summaries, analysis, and manifest.</span></a>
             <a href="https://huggingface.co/collections/cy0307/ropedia-xperience-10m-task-suite"><strong>HF collection</strong><span>Grouped project surfaces, baseline repos, and verified model-branch repos.</span></a>
           </div>
           <div class="brief-actions">
@@ -3763,11 +3764,12 @@
           <article class="evidence-card">
             <span class="status-pill">verified</span>
             <h3>Public pages are connected</h3>
-            <p>The website, GitHub repo, Hugging Face Space, artifact dataset, baseline model repo, and collection point to the same research project.</p>
+            <p>The website, GitHub repo, Hugging Face Space, artifact dataset, baseline model repo, consolidated weights/results repo, and collection point to the same research project.</p>
             <div class="evidence-links">
               <a href="https://huggingface.co/spaces/cy0307/ropedia-xperience-10m-task-suite">HF Space</a>
               <a href="https://huggingface.co/datasets/cy0307/ropedia-xperience-10m-task-suite-artifacts">artifact dataset</a>
               <a href="https://huggingface.co/cy0307/ropedia-xperience-10m-task-baselines">baseline models</a>
+              <a href="https://huggingface.co/cy0307/ropedia-xperience-10m-weights-results">weights + results</a>
             </div>
           </article>
           <article class="evidence-card">
@@ -4535,6 +4537,7 @@
               <article class="artifact"><h3>GitHub Package</h3><p>Static dashboard container published to GitHub Container Registry for local browsing with Docker, without raw data or model weights.</p><a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/pkgs/container/ropedia-xperience-10m-task-suite">GHCR package</a></article>
               <article class="artifact"><h3>Derived HF artifacts</h3><p>Metrics, predictions, docs, and lightweight derived files without raw data redistribution.</p><a href="https://huggingface.co/datasets/cy0307/ropedia-xperience-10m-task-suite-artifacts">artifact collection</a></article>
               <article class="artifact"><h3>HF baseline models</h3><p>Minimal NumPy softmax, ridge baselines, and neural task-head model files.</p><a href="https://huggingface.co/cy0307/ropedia-xperience-10m-task-baselines">model repo</a></article>
+              <article class="artifact"><h3>HF weights + results</h3><p>Consolidated public-safe baseline weights, Qwen3/Cosmos adapters, verified results, analysis files, and manifest.</p><a href="https://huggingface.co/cy0307/ropedia-xperience-10m-weights-results">weights/results repo</a></article>
               <article class="artifact"><h3>HF collection</h3><p>Space, artifacts, baseline models, and verified Qwen3/Cosmos3 adapter repos grouped into one public project collection.</p><a href="https://huggingface.co/collections/cy0307/ropedia-xperience-10m-task-suite">collection</a></article>
               <article class="artifact"><h3>Current all-feature action model</h3><p>Classifier metrics, predictions, confusion matrix, and model weights.</p><a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/results/min_all_modalities_action_model/metrics.json">model metrics</a></article>
               <article class="artifact"><h3>Project packet</h3><p>Compact route through the project for readers who want the shortest path from scope to results after choosing a surface.</p><a href="data/project_packet.json">project packet</a></article>

scripts/build_public_surface_qa.py

@@ -188,6 +188,7 @@ def build_report() -> dict:
         "https://huggingface.co/spaces/cy0307/ropedia-xperience-10m-task-suite",
         "https://huggingface.co/datasets/cy0307/ropedia-xperience-10m-task-suite-artifacts",
         "https://huggingface.co/cy0307/ropedia-xperience-10m-task-baselines",
+        "https://huggingface.co/cy0307/ropedia-xperience-10m-weights-results",
         "https://huggingface.co/datasets/ropedia-ai/xperience-10m",
         "https://ropedia.com/dataset",
     ]

scripts/publish_hf_bundles.py

@@ -32,6 +32,7 @@ DEFAULT_NAMESPACE = "cy0307"
 DEFAULT_SPACE_REPO = "ropedia-xperience-10m-task-suite"
 DEFAULT_ARTIFACT_REPO = "ropedia-xperience-10m-task-suite-artifacts"
 DEFAULT_MODEL_REPO = "ropedia-xperience-10m-task-baselines"
+DEFAULT_WEIGHTS_RESULTS_REPO = "ropedia-xperience-10m-weights-results"
 DEFAULT_QWEN3_LORA_REPO = "ropedia-qwen3-omni-lora-128ep"
 DEFAULT_COSMOS3_SUPER_LORA_REPO = "ropedia-cosmos3-super-forward-dynamics-lora-128ep"
 COLLECTION_TITLE = "Ropedia Xperience-10M Task Suite"
@@ -130,6 +131,7 @@ datasets:
   - ropedia-ai/xperience-10m
 models:
   - cy0307/ropedia-xperience-10m-task-baselines
+  - cy0307/ropedia-xperience-10m-weights-results
   - cy0307/ropedia-qwen3-omni-lora-128ep
   - cy0307/ropedia-cosmos3-super-forward-dynamics-lora-128ep
 ---
@@ -343,12 +345,14 @@ def parse_args() -> argparse.Namespace:
     parser.add_argument("--space-repo", default=DEFAULT_SPACE_REPO)
     parser.add_argument("--artifact-repo", default=DEFAULT_ARTIFACT_REPO)
     parser.add_argument("--model-repo", default=DEFAULT_MODEL_REPO)
+    parser.add_argument("--weights-results-repo", default=DEFAULT_WEIGHTS_RESULTS_REPO)
     parser.add_argument("--qwen3-lora-repo", default=DEFAULT_QWEN3_LORA_REPO)
     parser.add_argument("--cosmos3-super-lora-repo", default=DEFAULT_COSMOS3_SUPER_LORA_REPO)
     parser.add_argument("--token", default=os.environ.get("HF_TOKEN", "").strip())
     parser.add_argument("--skip-space", action="store_true")
     parser.add_argument("--skip-artifacts", action="store_true")
     parser.add_argument("--skip-model", action="store_true")
+    parser.add_argument("--skip-weights-results", action="store_true")
     return parser.parse_args()
 
 
@@ -521,12 +525,14 @@ def main() -> int:
     space_repo = full_repo(args.namespace, args.space_repo)
     artifact_repo = full_repo(args.namespace, args.artifact_repo)
     model_repo = full_repo(args.namespace, args.model_repo)
+    weights_results_repo = full_repo(args.namespace, args.weights_results_repo)
     qwen3_lora_repo = full_repo(args.namespace, args.qwen3_lora_repo)
     cosmos3_super_lora_repo = full_repo(args.namespace, args.cosmos3_super_lora_repo)
 
     api.create_repo(space_repo, repo_type="space", space_sdk="gradio", exist_ok=True, token=token)
     api.create_repo(artifact_repo, repo_type="dataset", exist_ok=True, token=token)
     api.create_repo(model_repo, repo_type=None, exist_ok=True, token=token)
+    api.create_repo(weights_results_repo, repo_type=None, exist_ok=True, token=token)
 
     if not args.skip_space:
         upload_folder(
@@ -575,17 +581,26 @@ def main() -> int:
             "Publish Ropedia Xperience-10M model binaries",
             allow_patterns=["**/*.npz", "**/*.pt"],
         )
+    if not args.skip_weights_results:
+        upload_folder(
+            api,
+            token,
+            weights_results_repo,
+            None,
+            hf_root / "weights_results",
+            "Publish consolidated Ropedia Xperience-10M weights/results bundle",
+        )
 
     try:
         collection_description = (
-            "Space, artifact dataset, minimal plus neural baseline model repos, "
-            "and verified Qwen3/Cosmos3 adapter repos for the Ropedia "
-            "Xperience-10M task suite."
+            "Ropedia Xperience-10M: dashboard, artifacts, baseline weights, "
+            "consolidated weights/results, and Qwen3/Cosmos adapters."
         )
         collection_notes = {
             space_repo: "Interactive/static dashboard with raw public-sample previews and task-suite analysis.",
             artifact_repo: "Public-safe metrics, predictions, docs, scripts, diagrams, and verified_public result packages.",
             model_repo: "Minimal numpy weights plus aligned neural MLP checkpoints and task-head metrics.",
+            weights_results_repo: "Consolidated baseline weights, Qwen3/Cosmos adapter weights, verified results, and analysis manifest.",
             qwen3_lora_repo: "Verified v6 rank64 Qwen3-Omni LoRA adapter for the selected 128-episode diagnostic branch.",
             cosmos3_super_lora_repo: "Verified Cosmos3-Super forward-dynamics LoRA adapter over camera-pose proxy targets.",
         }
@@ -606,6 +621,14 @@ def main() -> int:
         api.add_collection_item(collection.slug, space_repo, "space", note=collection_notes[space_repo], exists_ok=True, token=token)
         api.add_collection_item(collection.slug, artifact_repo, "dataset", note=collection_notes[artifact_repo], exists_ok=True, token=token)
         api.add_collection_item(collection.slug, model_repo, "model", note=collection_notes[model_repo], exists_ok=True, token=token)
+        api.add_collection_item(
+            collection.slug,
+            weights_results_repo,
+            "model",
+            note=collection_notes[weights_results_repo],
+            exists_ok=True,
+            token=token,
+        )
         api.add_collection_item(
             collection.slug,
             qwen3_lora_repo,
@@ -631,6 +654,7 @@ def main() -> int:
     print(f"Space: https://huggingface.co/spaces/{space_repo}")
     print(f"Artifacts: https://huggingface.co/datasets/{artifact_repo}")
     print(f"Models: https://huggingface.co/{model_repo}")
+    print(f"Weights/results: https://huggingface.co/{weights_results_repo}")
     print(f"Qwen3 LoRA: https://huggingface.co/{qwen3_lora_repo}")
     print(f"Cosmos3-Super LoRA: https://huggingface.co/{cosmos3_super_lora_repo}")
     return 0