Finalize Pollock 1.4 release metadata

README.md

@@ -127,7 +127,7 @@ Wspólny zestaw [`fixed-sampling-v1`](./inference-samples/README.md) pokazuje te
 
 | Rewizja | Wydanie | Wagi | Historia |
 |---|---|---|---|
-| **r006** | **Pollock 1.4** | PR commit pending | [`r006.md`](./training-history/r006.md) |
+| **r006** | **Pollock 1.4** | [`a2e53d9`](https://huggingface.co/SlayerLab/pollock-mini-lm-125m/commit/a2e53d9f1b690ebfbea375cf8bd3b5bdf69dece9) | [`r006.md`](./training-history/r006.md) |
 | r005 | Pollock 1.3 | [`e780025`](https://huggingface.co/SlayerLab/pollock-mini-lm-125m/commit/e780025f15e06bc3765a74d973906eb8a11c022c) | [`r005.md`](./training-history/r005.md) |
 | r004 | Pollock 1.2 | [`30feb81`](https://huggingface.co/SlayerLab/pollock-mini-lm-125m/commit/30feb81e5097eef13b939e1827d98e0458bf602d) | [`r004.md`](./training-history/r004.md) |
 | r003 | Pollock 1.1 | [`698984b`](https://huggingface.co/SlayerLab/pollock-mini-lm-125m/commit/698984b1d1b96c9b6ffaff00c7fc2e78e140e842) | [`r003.md`](./training-history/r003.md) |
@@ -216,7 +216,7 @@ The shared [`fixed-sampling-v1`](./inference-samples/README.md) suite runs the s
 
 | Revision | Release | Weights | History |
 |---|---|---|---|
-| **r006** | **Pollock 1.4** | PR commit pending | [`r006.md`](./training-history/r006.md) |
+| **r006** | **Pollock 1.4** | [`a2e53d9`](https://huggingface.co/SlayerLab/pollock-mini-lm-125m/commit/a2e53d9f1b690ebfbea375cf8bd3b5bdf69dece9) | [`r006.md`](./training-history/r006.md) |
 | r005 | Pollock 1.3 | [`e780025`](https://huggingface.co/SlayerLab/pollock-mini-lm-125m/commit/e780025f15e06bc3765a74d973906eb8a11c022c) | [`r005.md`](./training-history/r005.md) |
 | r004 | Pollock 1.2 | [`30feb81`](https://huggingface.co/SlayerLab/pollock-mini-lm-125m/commit/30feb81e5097eef13b939e1827d98e0458bf602d) | [`r004.md`](./training-history/r004.md) |
 | r003 | Pollock 1.1 | [`698984b`](https://huggingface.co/SlayerLab/pollock-mini-lm-125m/commit/698984b1d1b96c9b6ffaff00c7fc2e78e140e842) | [`r003.md`](./training-history/r003.md) |

inference-samples/README.md

@@ -23,6 +23,7 @@ Exact token replay was verified in the recorded environment. Sampling may diverg
 | r003 | Pollock 1.1 | [`698984b`](https://huggingface.co/SlayerLab/pollock-mini-lm-125m/commit/698984b1d1b96c9b6ffaff00c7fc2e78e140e842) | `3a9964a0ba5f6d20ef6061d2a7e4442c1b001209ebe80f7b7148a25573decaa9` |
 | r004 | Pollock 1.2 | [`30feb81`](https://huggingface.co/SlayerLab/pollock-mini-lm-125m/commit/30feb81e5097eef13b939e1827d98e0458bf602d) | `3c453f22d4bb70228e5cca79e183a425e0f0221e54bd782d12027c42c943c880` |
 | r005 | Pollock 1.3 | [`e780025`](https://huggingface.co/SlayerLab/pollock-mini-lm-125m/commit/e780025f15e06bc3765a74d973906eb8a11c022c) | `3db43dfa44622e8156f060fee6f16875e108db4f5f949969cb91c0ca8cdce32c` |
+| r006 | Pollock 1.4 | [`a2e53d9`](https://huggingface.co/SlayerLab/pollock-mini-lm-125m/commit/a2e53d9f1b690ebfbea375cf8bd3b5bdf69dece9) | `8e74aa4d34464229e86a1831fb34d442f91e22aa600e0cf2503891957fdc6a43` |
 
 ## Results
 
@@ -110,6 +111,15 @@ social
 
 Output SHA-256: `ed9cdec69775563f011b56008d68f9f49f6aa8b74a23e806a8a1e2f7f333557c`
 
+#### r006 - Pollock 1.4
+
+````text
+The capital of France is the capital city of England. It is on the banks of the River Liguria, and is divided into four provinces. Its capital is Paris, and is situated at the end of the Aisne River.
+The municipality of Aisne is situated on the banks of the Neuve-Brieu river, which flows through the north of France. The capital of the city is Aisne-sur-Ligne, on the banks of
+````
+
+Output SHA-256: `b47fcb42354b8f735c7b98cfdf93605c6e095ed8290e2ddb3329886df244e99f`
+
 ### Explanation
 
 Prompt: `Photosynthesis is the process by which`
@@ -175,6 +185,18 @@ Carbon dioxide is a gas, meaning it contains a trace amount of energy. Carbon di
 
 Output SHA-256: `1f68683a0156d242a283349bdc053bb92d0d41a1a6c94daf5cfad67b88fb23d5`
 
+#### r006 - Pollock 1.4
+
+````text
+Photosynthesis is the process by which plants and animals obtain oxygen from the air they breathe.
+Chemical change: A chemical reaction is the change in state of matter or substance that occurs in a substance.
+Chemical reaction: The combining of two substances to produce a new substance or a new compound.
+Chemical reaction: The chemical reaction between two substances to give a new compound.
+Carbon gas: A mixture of gases in which carbon dioxide is replaced by a gas; in which carbon dioxide
+````
+
+Output SHA-256: `c09d560713828851410d37fcd7c648d49c2bedf6e9c8325bb47cb32a8015bfd4`
+
 ### Story
 
 Prompt: `In a distant future, humanity discovered`
@@ -244,6 +266,16 @@ The ability to read and write at the same time was something the world
 
 Output SHA-256: `7feee4648e0b22f7fdf4365efea4ac48c21fd9e1d87afc7c46825ff11808e198`
 
+#### r006 - Pollock 1.4
+
+````text
+In a distant future, humanity discovered that the human race is not only a highly advanced civilization, but also a civilization founded on a shared philosophy that believes in the power of living and the dignity of the earth. The concept of humanity transcends the limits of human understanding, but the human spirit is built on a complex interplay of human intelligence and cultural heritage.
+user
+This is fascinating! Can you tell me more about the specific cultural values that have shaped the concept of humanity?
+````
+
+Output SHA-256: `6455cdbe15a71ae11ff476739071f31b3f86b8bf4d97f3dabe99a7d1595c5c7c`
+
 ### Code
 
 Prompt: `def fibonacci(n):`
@@ -354,6 +386,28 @@ while True
 
 Output SHA-256: `5767898a26ba2104eb5ede9f29195d39715573f09d9d415f58881e5000cd688f`
 
+#### r006 - Pollock 1.4
+
+````text
+def fibonacci(n):
+    return n * fibonacci(n)
+#    if n > 1:
+#        return n + fibonacci(n - 1)
+#    return fibonacci(n)
+#
+#    return fibonacci(2)
+#
+#    return fibonacci(4)
+#
+#    return fibonacci(6)
+#
+#    return fibonacci(10)
+#
+
+````
+
+Output SHA-256: `ad3aa2ea2cab9a46ae5f52a9cc109bcf5f7362e1d214ceb791ee2dd6995a345f`
+
 ## Reproduce or verify
 
 Run from this directory. The check downloads approximately 2.4 GB of published model artifacts if they are not already cached.

inference-samples/config.json

@@ -54,6 +54,12 @@
       "release": "Pollock 1.3",
       "commit": "e780025f15e06bc3765a74d973906eb8a11c022c",
       "model_sha256": "3db43dfa44622e8156f060fee6f16875e108db4f5f949969cb91c0ca8cdce32c"
+    },
+    {
+      "revision_id": "r006",
+      "release": "Pollock 1.4",
+      "commit": "a2e53d9f1b690ebfbea375cf8bd3b5bdf69dece9",
+      "model_sha256": "8e74aa4d34464229e86a1831fb34d442f91e22aa600e0cf2503891957fdc6a43"
     }
   ],
   "prompts": [

inference-samples/results.json

@@ -2454,6 +2454,497 @@
           "full_text_sha256": "5767898a26ba2104eb5ede9f29195d39715573f09d9d415f58881e5000cd688f"
         }
       ]
+    },
+    {
+      "revision_id": "r006",
+      "release": "Pollock 1.4",
+      "commit": "a2e53d9f1b690ebfbea375cf8bd3b5bdf69dece9",
+      "model_sha256": "8e74aa4d34464229e86a1831fb34d442f91e22aa600e0cf2503891957fdc6a43",
+      "loaded_model_version": "1.4",
+      "results": [
+        {
+          "prompt_id": "general_knowledge",
+          "prompt": "The capital of France is",
+          "prompt_token_ids": [
+            492,
+            4514,
+            286,
+            4413,
+            311
+          ],
+          "completion_token_ids": [
+            263,
+            4514,
+            2329,
+            286,
+            3717,
+            46,
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+            311,
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+            271,
+            618,
+            45,
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+            45,
+            76,
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+            101,
+            44,
+            336,
+            263,
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+          ],
+          "completion_tokens": 100,
+          "stopped_on_eos": false,
+          "completion": " the capital city of England. It is on the banks of the River Liguria, and is divided into four provinces. Its capital is Paris, and is situated at the end of the Aisne River.\nThe municipality of Aisne is situated on the banks of the Neuve-Brieu river, which flows through the north of France. The capital of the city is Aisne-sur-Ligne, on the banks of",
+          "full_text": "The capital of France is the capital city of England. It is on the banks of the River Liguria, and is divided into four provinces. Its capital is Paris, and is situated at the end of the Aisne River.\nThe municipality of Aisne is situated on the banks of the Neuve-Brieu river, which flows through the north of France. The capital of the city is Aisne-sur-Ligne, on the banks of",
+          "full_text_sha256": "b47fcb42354b8f735c7b98cfdf93605c6e095ed8290e2ddb3329886df244e99f"
+        },
+        {
+          "prompt_id": "explanation",
+          "prompt": "Photosynthesis is the process by which",
+          "prompt_token_ids": [
+            3712,
+            316,
+            394,
+            11580,
+            8310,
+            311,
+            263,
+            1170,
+            411,
+            506
+          ],
+          "completion_token_ids": [
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+            2663,
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+            1773,
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+            2924,
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+            287,
+            506,
+            3781,
+            8726
+          ],
+          "completion_tokens": 100,
+          "stopped_on_eos": false,
+          "completion": " plants and animals obtain oxygen from the air they breathe.\nChemical change: A chemical reaction is the change in state of matter or substance that occurs in a substance.\nChemical reaction: The combining of two substances to produce a new substance or a new compound.\nChemical reaction: The chemical reaction between two substances to give a new compound.\nCarbon gas: A mixture of gases in which carbon dioxide is replaced by a gas; in which carbon dioxide",
+          "full_text": "Photosynthesis is the process by which plants and animals obtain oxygen from the air they breathe.\nChemical change: A chemical reaction is the change in state of matter or substance that occurs in a substance.\nChemical reaction: The combining of two substances to produce a new substance or a new compound.\nChemical reaction: The chemical reaction between two substances to give a new compound.\nCarbon gas: A mixture of gases in which carbon dioxide is replaced by a gas; in which carbon dioxide",
+          "full_text_sha256": "c09d560713828851410d37fcd7c648d49c2bedf6e9c8325bb47cb32a8015bfd4"
+        },
+        {
+          "prompt_id": "story",
+          "prompt": "In a distant future, humanity discovered",
+          "prompt_token_ids": [
+            750,
+            257,
+            10103,
+            2629,
+            44,
+            12187,
+            4850
+          ],
+          "completion_token_ids": [
+            342,
+            263,
+            1811,
+            4909,
+            311,
+            434,
+            766,
+            257,
+            4295,
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+            4161,
+            1353,
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+            520,
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+            4161,
+            1353,
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+            263,
+            289,
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+            420,
+            286,
+            263,
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+            46,
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+            2713,
+            286,
+            12187,
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+            1628,
+            263,
+            7031,
+            286,
+            1811,
+            3137,
+            44,
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+            2081,
+            533,
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+            654,
+            263,
+            1936,
+            5289,
+            1940,
+            342,
+            451,
+            447,
+            5442,
+            263,
+            2713,
+            286,
+            12187,
+            63,
+            12287
+          ],
+          "completion_tokens": 100,
+          "stopped_on_eos": false,
+          "completion": " that the human race is not only a highly advanced civilization, but also a civilization founded on a shared philosophy that believes in the power of living and the dignity of the earth. The concept of humanity transcends the limits of human understanding, but the human spirit is built on a complex interplay of human intelligence and cultural heritage.\nuser\nThis is fascinating! Can you tell me more about the specific cultural values that have shaped the concept of humanity?",
+          "full_text": "In a distant future, humanity discovered that the human race is not only a highly advanced civilization, but also a civilization founded on a shared philosophy that believes in the power of living and the dignity of the earth. The concept of humanity transcends the limits of human understanding, but the human spirit is built on a complex interplay of human intelligence and cultural heritage.\nuser\nThis is fascinating! Can you tell me more about the specific cultural values that have shaped the concept of humanity?",
+          "full_text_sha256": "6455cdbe15a71ae11ff476739071f31b3f86b8bf4d97f3dabe99a7d1595c5c7c"
+        },
+        {
+          "prompt_id": "code",
+          "prompt": "def fibonacci(n):",
+          "prompt_token_ids": [
+            1830,
+            7545,
+            262,
+            387,
+            1659,
+            40,
+            110,
+            1000
+          ],
+          "completion_token_ids": [
+            470,
+            982,
+            303,
+            1001,
+            7545,
+            262,
+            387,
+            1659,
+            40,
+            110,
+            41,
+            10,
+            35,
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+            573,
+            303,
+            2035,
+            346,
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+            40,
+            110,
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+            346,
+            41,
+            10,
+            35,
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+            7545,
+            262,
+            387,
+            1659,
+            40,
+            110,
+            41,
+            10,
+            35,
+            10,
+            35,
+            332,
+            982,
+            7545,
+            262,
+            387,
+            1659,
+            40,
+            50,
+            41,
+            10,
+            35,
+            10,
+            35,
+            332,
+            982,
+            7545,
+            262,
+            387,
+            1659,
+            40,
+            52,
+            41,
+            10,
+            35,
+            10,
+            35,
+            332,
+            982,
+            7545,
+            262,
+            387,
+            1659,
+            40,
+            54,
+            41,
+            10,
+            35,
+            10,
+            35,
+            332,
+            982,
+            7545,
+            262,
+            387,
+            1659,
+            40,
+            929,
+            41,
+            10,
+            35,
+            10
+          ],
+          "completion_tokens": 100,
+          "stopped_on_eos": false,
+          "completion": "\n    return n * fibonacci(n)\n#    if n > 1:\n#        return n + fibonacci(n - 1)\n#    return fibonacci(n)\n#\n#    return fibonacci(2)\n#\n#    return fibonacci(4)\n#\n#    return fibonacci(6)\n#\n#    return fibonacci(10)\n#\n",
+          "full_text": "def fibonacci(n):\n    return n * fibonacci(n)\n#    if n > 1:\n#        return n + fibonacci(n - 1)\n#    return fibonacci(n)\n#\n#    return fibonacci(2)\n#\n#    return fibonacci(4)\n#\n#    return fibonacci(6)\n#\n#    return fibonacci(10)\n#\n",
+          "full_text_sha256": "ad3aa2ea2cab9a46ae5f52a9cc109bcf5f7362e1d214ceb791ee2dd6995a345f"
+        }
+      ]
     }
   ]
 }

release_manifest.json

@@ -1,19 +1,19 @@
 {
   "schema_version": 3,
-  "revision": 5,
-  "revision_id": "r005",
-  "release": "Pollock 1.3",
+  "revision": 6,
+  "revision_id": "r006",
+  "release": "Pollock 1.4",
   "model_id": "SlayerLab/pollock-mini-lm-125m",
   "publication": {
-    "weights_commit": "e780025f15e06bc3765a74d973906eb8a11c022c",
-    "version_tag": "v1.3",
-    "publication_commit_pending": false
+    "weights_commit": "a2e53d9f1b690ebfbea375cf8bd3b5bdf69dece9",
+    "version_tag": "v1.4",
+    "publication_commit_pending": true
   },
   "source_checkpoint": {
-    "path_in_training_workspace": "runs/pollock-r005-v1p3/checkpoints/ckpt-final.pt",
-    "sha256": "bc68b2cb8a736fb00fa26b40c425dc1944b2ea02eb9514937ce5ca0908bbe9d2",
-    "iteration": 22078,
-    "tokens_seen": 10851778560,
+    "path_in_training_workspace": "runs/r006-corrected-corpus-v2-s1337-lr0.0004/checkpoints/ckpt-final.pt",
+    "sha256": "580fbb3c039ea1f349285a9bf7a67731fb6d455de931b6b7601d4ed09fce9437",
+    "iteration": 22003,
+    "tokens_seen": 10814914560,
     "native_nanogpt_parameters": 126637952,
     "native_unique_trainable_parameters": 127555456
   },
@@ -28,14 +28,17 @@
     "tied_word_embeddings": true
   },
   "training": {
-    "dataset": "SlayerLab/minimal-en-corpus-5b",
-    "training_tokens": 5425901705,
-    "validation_tokens": 5269579,
-    "tokenizer_sha256": "3733307577230bb4802d2c774d8e2323f7f64e4139c13712736a57daf91bdda1",
+    "dataset": "SlayerLab/minimal-en-corpus-2.5b",
+    "dataset_revision": "d68d992622e9fc11f19e7d7fb8547c4e653439a4",
+    "training_tokens": 2689323439,
+    "validation_tokens": 5236486,
+    "tokenizer_sha256": "6cda4e5ec8293f3b821e02253f9c0e88e43ad4f7c6e1324763e1fb91749fef51",
+    "native_tokenizer_sha256": "d0d126f0a59e51e8cb1b26d77b5527870be0e8ea1e84adefd730fff906c48234",
     "init_from": "scratch",
     "micro_batch_per_gpu": 12,
     "gradient_accumulation_global": 40,
-    "ddp_world_size": 1,
+    "gradient_accumulation_per_gpu": 20,
+    "ddp_world_size": 2,
     "effective_batch_tokens": 491520,
     "optimizer": "fused AdamW",
     "learning_rate": 0.0004,
@@ -47,26 +50,28 @@
     "weight_decay": 0.1,
     "grad_clip": 1.0,
     "precision": "bfloat16",
-    "hardware": "1x NVIDIA GeForce RTX 5090",
+    "hardware": "2x NVIDIA GeForce RTX 4090",
     "framework": "PyTorch 2.8.0+cu128",
     "nanogpt_commit": "3adf61e154c3fe3fca428ad6bc3818b27a3b8291",
-    "data_pass_equivalent": 1.9999954201160746,
-    "runtime_hours": 16.855,
-    "mean_tokens_per_second": 182508.3
+    "data_pass_equivalent": 4.021425762020438,
+    "runtime_hours": 15.226956854563,
+    "mean_tokens_per_second": 199894.6379482684
   },
   "evaluation": {
     "protocol": "fixed sampled subset",
     "subset_tokens_per_split": 1228800,
-    "final_train_loss": 2.447470265626907,
-    "final_validation_loss": 2.5406661581993104,
-    "best_validation_loss": 2.5406045150756835,
+    "final_train_loss": 2.48974818944931,
+    "final_validation_loss": 2.536356544494629,
+    "best_validation_loss": 2.5362311387062073,
     "best_validation_update": 22000,
     "best_validation_tokens_seen": 10813440000,
-    "final_validation_perplexity": 12.68812045164865,
+    "final_validation_perplexity": 12.633557211556399,
     "benchmark_harness": "lm-evaluation-harness 0.4.12",
     "benchmark_num_fewshot": 0,
     "benchmark_batch_size": 8,
     "truncated_benchmark_requests": 0,
+    "benchmark_checkpoint_sha256": "9339d20ea32d24bc9777518a2f0ec553e4a3871647d342db92d7c5b6c18c7b56",
+    "benchmark_tokenizer_sha256": "6cda4e5ec8293f3b821e02253f9c0e88e43ad4f7c6e1324763e1fb91749fef51",
     "results_file": "benchmarks/english.json"
   },
   "fixed_inference": {
@@ -81,43 +86,44 @@
     "dtype": "float32",
     "seed": 1337,
     "prompt_count": 4,
-    "revision_count": 5,
+    "revision_count": 6,
     "local_review_artifact": false,
     "exact_replay_verified": true,
-    "publication_commit_pending": false
+    "publication_commit_pending": true
   },
   "conversion": {
     "target_class": "GPT2LMHeadModel",
     "transformers_version": "5.15.1",
-    "checkpoint_sha256": "bc68b2cb8a736fb00fa26b40c425dc1944b2ea02eb9514937ce5ca0908bbe9d2",
-    "model_sha256": "3db43dfa44622e8156f060fee6f16875e108db4f5f949969cb91c0ca8cdce32c",
+    "checkpoint_sha256": "580fbb3c039ea1f349285a9bf7a67731fb6d455de931b6b7601d4ed09fce9437",
+    "model_sha256": "8e74aa4d34464229e86a1831fb34d442f91e22aa600e0cf2503891957fdc6a43",
     "unique_serialized_parameters": 127674624,
     "compatibility_zero_bias_parameters": 119168,
     "validation_probe_shape": [2, 64],
-    "max_absolute_logit_error": 4.76837158203125e-06
+    "max_absolute_logit_error": 0.0
   },
   "artifacts": {
     ".gitattributes": {"sha256": "c759491a998899dbefaec4d51cc791e68c714a37dd9f9829020a368788fe3063"},
-    "CHANGELOG.md": {"sha256": "74a87cefef26ff31a9b9828df875d8c3a68383e13e360ff7ce201cfceb9af915"},
-    "LICENSE.md": {"sha256": "162b97898a956d43d0a5428d1999bac3e42e2a97eb01a79f73ad719a4a15c412"},
-    "README.md": {"sha256": "1958e268e5ac6838941b8225d27f506bbce4e37c8f76a9045d5913129e874ad7"},
+    "CHANGELOG.md": {"sha256": "8422ad337b22be7adb561d1b2388cf53e5a6d1c6d49d628468498c72f078769a"},
+    "LICENSE.md": {"sha256": "46cbe928ed0aa24875f02f774313b27ec9d8abdf41f0c9ef67e0adb4e0614de4"},
+    "README.md": {"sha256": "875fa9cd748691e376df905e036a0c471db77aaa1272d71c5ea10d0f76fa888d"},
     "assets/pollock-mini-lm-avatar-320.png": {"sha256": "7be10cc9d0f4aedeb298d9a5d722b2b2ac5b2e219b3884916dbca16198f70750"},
-    "benchmarks/english.json": {"sha256": "c9210b71334898140b543ce684e9209c1919bbcdceb43224f4c5770f4fb93db7"},
-    "config.json": {"sha256": "ba6775a805995b19d738604bcb035fccf012a0f4596b156d9945fd3a55c50d0b"},
+    "benchmarks/english.json": {"sha256": "646a3aff7c97859e6974baa2c191702829a982af87675870dd1a339f8073a146"},
+    "config.json": {"sha256": "1529f8a8fc31b4fa68fc18fffbad7e155dc8f9e8663a40b4f3306b4012ea38c0"},
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-    "inference-samples/config.json": {"sha256": "fb504c65e8c6e01aa8d7f235c7f2ab0a88b95b2acbd884ec1e1d0e083669cdec"},
+    "inference-samples/README.md": {"sha256": "6559c85e1ed70f47f2d2978f28151fdd9e3355e397c5591cbe0b8ab767fa5ac5"},
+    "inference-samples/config.json": {"sha256": "a1b306a1e1f3a70942706d00107a83dd98289a534d17af78adbb95d48c9b69c1"},
     "inference-samples/generate.py": {"sha256": "807a9946472bd0087dd2b9260ee90d1dea09785d24d4f923f028667c53a23933"},
     "inference-samples/requirements.txt": {"sha256": "584583335ffb3061aa62058aee725b0de25fed7523904fbd13fb4622f601943d"},
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-    "model.safetensors": {"sha256": "3db43dfa44622e8156f060fee6f16875e108db4f5f949969cb91c0ca8cdce32c"},
+    "inference-samples/results.json": {"sha256": "a279806ea225130b0e0aa36d9bd13653401e236395fe64b5f0aa7c825d445620"},
+    "model.safetensors": {"sha256": "8e74aa4d34464229e86a1831fb34d442f91e22aa600e0cf2503891957fdc6a43"},
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-    "tokenizer.json": {"sha256": "3733307577230bb4802d2c774d8e2323f7f64e4139c13712736a57daf91bdda1"},
+    "tokenizer.json": {"sha256": "6cda4e5ec8293f3b821e02253f9c0e88e43ad4f7c6e1324763e1fb91749fef51"},
     "tokenizer_config.json": {"sha256": "4cdabe37dbdc1adfcc017ee9a1f86ab89bdf184827d2d9f05181cae0f8af19bf"},
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-    "training-history/r005.md": {"sha256": "a25c2932701695dd7402582510adbe71e50a6fcc2da0fb3c6224a846dfdb22df"}
+    "training-history/r001.md": {"sha256": "5b0ac39265921ed3604e7dfe8181b00d07902640d8024f591462eeb508bcfece"},
+    "training-history/r002.md": {"sha256": "80031a84b2b67dc4cb4f81a178fa354feea15cb184d17368ee7e64ec3d0a2629"},
+    "training-history/r003.md": {"sha256": "7ea9e6b15a0af635ff238417b9fff2a98c12a9090800a0923d622253b7eab02d"},
+    "training-history/r004.md": {"sha256": "e260bfba69f154caf16f405d6944c2f963f467da9ed1e6c3c94e08932feae9b9"},
+    "training-history/r005.md": {"sha256": "a25c2932701695dd7402582510adbe71e50a6fcc2da0fb3c6224a846dfdb22df"},
+    "training-history/r006.md": {"sha256": "47d53f9aa8a233eb7a319f559209936df988e83d96f6f6517fa3670b5dd2cdd3"}
   }
 }

training-history/r001.md

@@ -2,7 +2,7 @@
 
 ## Identity
 
-`r001` is the first published experimental predecessor of Pollock 1.0. All values and samples in this file describe the r001 weights, not the current r005 weights.
+`r001` is the first published experimental predecessor of Pollock 1.0. All values and samples in this file describe the r001 weights, not the current r006 weights.
 
 | Field | Value |
 |---|---|
@@ -101,7 +101,7 @@ def fibonacci(n):)) = (n - 1) + (n - 1) + ( n - 1) + ( n - 2) + ( n - 1) + ( n -
 
 ## Fixed cross-revision inference reference
 
-The later [`fixed-sampling-v1`](../inference-samples/README.md) suite reruns the same four prompts on r001-r005 using immutable commits for published revisions, verified weight hashes, CPU float32, a pinned software environment, and exact output token IDs. Use that suite, rather than the historical samples above, for direct revision-to-revision comparison.
+The later [`fixed-sampling-v1`](../inference-samples/README.md) suite reruns the same four prompts on r001-r006 using immutable commits for published revisions, verified weight hashes, CPU float32, a pinned software environment, and exact output token IDs. Use that suite, rather than the historical samples above, for direct revision-to-revision comparison.
 
 ## Limitations
 

training-history/r002.md

@@ -104,7 +104,7 @@ Structured results: [`../benchmarks/english.json`](../benchmarks/english.json).
 
 ## Fixed inference reference
 
-The shared [`fixed-sampling-v1`](../inference-samples/README.md) suite loads r002 from its immutable published commit, verifies the weight hash above, and records the exact output token IDs for the same four prompts used across r001-r005.
+The shared [`fixed-sampling-v1`](../inference-samples/README.md) suite loads r002 from its immutable published commit, verifies the weight hash above, and records the exact output token IDs for the same four prompts used across r001-r006.
 
 ## Licensing and limitations
 

training-history/r003.md

@@ -123,7 +123,7 @@ Structured English results: [`../benchmarks/english.json`](../benchmarks/english
 
 ## Fixed inference reference
 
-The shared [`fixed-sampling-v1`](../inference-samples/README.md) suite loads r003 from its immutable published commit, verifies the weight hash above, and records the exact output token IDs for the same four prompts used across r001-r005.
+The shared [`fixed-sampling-v1`](../inference-samples/README.md) suite loads r003 from its immutable published commit, verifies the weight hash above, and records the exact output token IDs for the same four prompts used across r001-r006.
 
 ## Release preparation status
 

training-history/r004.md

@@ -132,7 +132,7 @@ Structured English results: [`../benchmarks/english.json`](../benchmarks/english
 
 ## Fixed inference reference
 
-The shared [`fixed-sampling-v1`](../inference-samples/README.md) suite loads r004 from its immutable published commit, verifies the weight hash above, and records the exact output token IDs for the same four prompts used across r001-r005.
+The shared [`fixed-sampling-v1`](../inference-samples/README.md) suite loads r004 from its immutable published commit, verifies the weight hash above, and records the exact output token IDs for the same four prompts used across r001-r006.
 
 ## Release preparation status
 

training-history/r006.md

@@ -46,4 +46,4 @@ LAMBADA perplexity was **49.907207**. Benchmarks used complete splits, zero few-
 
 ## Conversion and release status
 
-The native final checkpoint was converted to `GPT2LMHeadModel` with Transformers 5.15.1. A deterministic `[2, 64]` parity probe produced maximum absolute logit error **0.0**. Publication and immutable remote replay details are recorded in `release_manifest.json`.
+The native final checkpoint was converted to `GPT2LMHeadModel` with Transformers 5.15.1. A deterministic `[2, 64]` parity probe produced maximum absolute logit error **0.0**. The fixed inference suite replayed exactly against immutable Hugging Face weights commit [`a2e53d9`](https://huggingface.co/SlayerLab/pollock-mini-lm-125m/commit/a2e53d9f1b690ebfbea375cf8bd3b5bdf69dece9), with the expected model-file SHA-256 verified before loading. Merge and version tag `v1.4` remain pending.