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README.md

@@ -0,0 +1,16 @@
+---
+license: cc-by-4.0
+pretty_name: MBPP coding-SFT artifacts
+task_categories:
+- text-generation
+tags:
+- supervised-fine-tuning
+- code
+- mbpp
+---
+
+# MBPP coding-SFT artifacts
+
+Delivery status: **complete (110/110 validated evaluations)**.
+
+This repository contains the exact training datasets and provenance, training configs/metrics/per-rank manifests/W&B lineage, the canonical MBPP+ evaluation input, and raw generations, execution-scored generations, summaries, derived per-prompt pass@k records, completion markers, and offline W&B transactions for the eleven coding-SFT arms. See `source_lineage_manifest.json` and `delivery_state.json`. `delivery_manifest.json` exists only after the strict 110/110 completion gate has passed.

delivery_state.json

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+{
+  "completion_rule": "All 110 checkpoint evaluations must pass the 378-prompt, n=160, 60,480-scored-row, 8-raw-chunk, 8-scored-chunk, immutable-lineage, offline-W&B, and evaluation_complete gates.",
+  "coverage": {
+    "llama3b_sft_rp_ce_lam1": 10,
+    "llama3b_sft_rp_hard_lam1": 10,
+    "llama3b_sft_rp_uniform_lam1": 10,
+    "q25_sft_ordered": 10,
+    "q25_sft_rp_ce_lam1": 10,
+    "q25_sft_rp_hard_lam1": 10,
+    "q25_sft_rp_uniform_lam1": 10,
+    "q25_sft_shuffled": 10,
+    "q3_1p7b_sft_rp_ce_lam1": 10,
+    "q3_1p7b_sft_rp_hard_lam1": 10,
+    "q3_1p7b_sft_rp_uniform_lam1": 10
+  },
+  "expected_coverage": {
+    "llama3b_sft_rp_ce_lam1": 10,
+    "llama3b_sft_rp_hard_lam1": 10,
+    "llama3b_sft_rp_uniform_lam1": 10,
+    "q25_sft_ordered": 10,
+    "q25_sft_rp_ce_lam1": 10,
+    "q25_sft_rp_hard_lam1": 10,
+    "q25_sft_rp_uniform_lam1": 10,
+    "q25_sft_shuffled": 10,
+    "q3_1p7b_sft_rp_ce_lam1": 10,
+    "q3_1p7b_sft_rp_hard_lam1": 10,
+    "q3_1p7b_sft_rp_uniform_lam1": 10
+  },
+  "expected_evaluations": 110,
+  "incomplete": [],
+  "public": true,
+  "repo_id": "RL-Forgetting-Experiments-3/mbpp-code-sft-artifacts",
+  "schema_version": 1,
+  "status": "complete",
+  "validated_evaluations": 110
+}

evaluation/llama3b_sft_rp_uniform_lam1/step13_n160_t0.6/eval_manifest.json

@@ -0,0 +1,36 @@
+{
+  "checkpoint_ready_sha256": "1855fff901a391a3933ad503f8d18b260c2d761aad8165dda449ecb3addff1d7",
+  "direct_vllm": true,
+  "eval_data": "/mnt/mystorageoutput/projects/rl-forgetting/data/mbpp-code-rl/data/test.parquet",
+  "eval_source": "/mnt/mystorageoutput/projects/rl-forgetting/data/mbpp-code-rl/data/test.parquet",
+  "expected_prompts": 378,
+  "gpu_memory_utilization": 0.9,
+  "ks": [
+    1,
+    2,
+    4,
+    8,
+    16,
+    32,
+    64,
+    128
+  ],
+  "model_layout": "sft_hf",
+  "model_path": "/mnt/mystorageoutput/projects/rl-forgetting/amlt-results/7209847050.08178-9a987694-108b/llama3b_code_ordered_lr1e-5_bs256_seed42_rpuniform_lam1.0_gcr_20260922/checkpoints/step_13/model",
+  "n_samples": 160,
+  "protocol": "mbppplus_execution_pass_at_k",
+  "result_root": "7209847050.08178-9a987694-108b",
+  "run_key": "llama3b_sft_rp_uniform_lam1",
+  "schema_version": 1,
+  "source_experiment": "rlf-code-sft-four-arm-recovery-20260922",
+  "source_job": "llama3b_code_sft_rp_uniform_lam1",
+  "step": 13,
+  "temperature": 0.6,
+  "tensor_parallel_size": 1,
+  "top_k": -1,
+  "top_p": 0.95,
+  "train_run_dir": "llama3b_code_ordered_lr1e-5_bs256_seed42_rpuniform_lam1.0_gcr_20260922",
+  "wandb_entity": "jingyanshen-new-york-university",
+  "wandb_mode": "offline",
+  "wandb_project": "rl_forgetting_code_sft_eval"
+}

evaluation/llama3b_sft_rp_uniform_lam1/step13_n160_t0.6/evaluation_complete.json

@@ -0,0 +1,20 @@
+{
+  "manifest_sha256": "deb25385fc8e5e8e705af8d11cee52d6f076f6d3ddf7506554655cc4d84ff35d",
+  "n": 160,
+  "num_prompts": 378,
+  "num_scored_rows": 60480,
+  "run_key": "llama3b_sft_rp_uniform_lam1",
+  "schema_version": 1,
+  "status": "evaluation_complete",
+  "step": 13,
+  "summary_sha256": "f479eecc634126ac0d5cce31db0fc899c03f7d5047deca13708d3651a1e3c956",
+  "validated_at": "2026-09-23T17:27:20.852693+00:00",
+  "wandb": {
+    "mode": "offline",
+    "run_dir": "/mnt/mystorageoutput/projects/rl-forgetting/evals/mbppplus-code-sft-n160-v1/llama3b_sft_rp_uniform_lam1/step13_n160_t0.6/wandb/offline-run-20260923_172631-uh06udd7/files",
+    "run_id": "uh06udd7",
+    "schema_version": 1,
+    "status": "offline_persisted",
+    "summary_sha256": "f479eecc634126ac0d5cce31db0fc899c03f7d5047deca13708d3651a1e3c956"
+  }
+}

evaluation/llama3b_sft_rp_uniform_lam1/step13_n160_t0.6/summary.json

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+{
+  "num_prompts": 378,
+  "n": 160,
+  "ks": [
+    1,
+    2,
+    4,
+    8,
+    16,
+    32,
+    64,
+    128
+  ],
+  "ragged_n": null,
+  "pass@1": 61.58564814814816,
+  "pass@2": 71.280760207647,
+  "pass@4": 78.01003596635054,
+  "pass@8": 82.43422040845947,
+  "pass@16": 85.39342296429214,
+  "pass@32": 87.68379467462431,
+  "pass@64": 89.55985497015003,
+  "pass@128": 91.07260905430016,
+  "has_code_fence": 99.73048941798942,
+  "run": "llama3b_sft_rp_uniform_lam1",
+  "tag": "step13_n160_t0.6",
+  "shards": 1,
+  "num_prompts_measured": 378,
+  "restricted_to_common": false,
+  "incomplete": false
+}

evaluation/llama3b_sft_rp_uniform_lam1/step13_n160_t0.6/wandb_run_id.txt

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+uh06udd7

evaluation/llama3b_sft_rp_uniform_lam1/step13_n160_t0.6/wandb_status.json

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+{
+  "mode": "offline",
+  "run_dir": "/mnt/mystorageoutput/projects/rl-forgetting/evals/mbppplus-code-sft-n160-v1/llama3b_sft_rp_uniform_lam1/step13_n160_t0.6/wandb/offline-run-20260923_172631-uh06udd7/files",
+  "run_id": "uh06udd7",
+  "schema_version": 1,
+  "status": "offline_persisted",
+  "summary_sha256": "f479eecc634126ac0d5cce31db0fc899c03f7d5047deca13708d3651a1e3c956"
+}

evaluation/llama3b_sft_rp_uniform_lam1/step20_n160_t0.6/eval_manifest.json

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+{
+  "checkpoint_ready_sha256": "181a87aa75279bff46b9b18406c0ed865821d0f906df9f37293050bc7f674976",
+  "direct_vllm": true,
+  "eval_data": "/mnt/mystorageoutput/projects/rl-forgetting/data/mbpp-code-rl/data/test.parquet",
+  "eval_source": "/mnt/mystorageoutput/projects/rl-forgetting/data/mbpp-code-rl/data/test.parquet",
+  "expected_prompts": 378,
+  "gpu_memory_utilization": 0.9,
+  "ks": [
+    1,
+    2,
+    4,
+    8,
+    16,
+    32,
+    64,
+    128
+  ],
+  "model_layout": "sft_hf",
+  "model_path": "/mnt/mystorageoutput/projects/rl-forgetting/amlt-results/7209847050.08178-9a987694-108b/llama3b_code_ordered_lr1e-5_bs256_seed42_rpuniform_lam1.0_gcr_20260922/checkpoints/step_20/model",
+  "n_samples": 160,
+  "protocol": "mbppplus_execution_pass_at_k",
+  "result_root": "7209847050.08178-9a987694-108b",
+  "run_key": "llama3b_sft_rp_uniform_lam1",
+  "schema_version": 1,
+  "source_experiment": "rlf-code-sft-four-arm-recovery-20260922",
+  "source_job": "llama3b_code_sft_rp_uniform_lam1",
+  "step": 20,
+  "temperature": 0.6,
+  "tensor_parallel_size": 1,
+  "top_k": -1,
+  "top_p": 0.95,
+  "train_run_dir": "llama3b_code_ordered_lr1e-5_bs256_seed42_rpuniform_lam1.0_gcr_20260922",
+  "wandb_entity": "jingyanshen-new-york-university",
+  "wandb_mode": "offline",
+  "wandb_project": "rl_forgetting_code_sft_eval"
+}

evaluation/llama3b_sft_rp_uniform_lam1/step20_n160_t0.6/evaluation_complete.json

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+{
+  "manifest_sha256": "86a436ec157ad30d47757d6ef7f96e99eb0b0736c7782da866ed0687af2d61a9",
+  "n": 160,
+  "num_prompts": 378,
+  "num_scored_rows": 60480,
+  "run_key": "llama3b_sft_rp_uniform_lam1",
+  "schema_version": 1,
+  "status": "evaluation_complete",
+  "step": 20,
+  "summary_sha256": "3191f2d0776c528f956d3e7f3007251b5689e5ffbbabd07e9f1f19f0b0408c68",
+  "validated_at": "2026-09-23T17:25:00.974067+00:00",
+  "wandb": {
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+    "run_dir": "/mnt/mystorageoutput/projects/rl-forgetting/evals/mbppplus-code-sft-n160-v1/llama3b_sft_rp_uniform_lam1/step20_n160_t0.6/wandb/offline-run-20260923_172443-783upq1z/files",
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+    "summary_sha256": "3191f2d0776c528f956d3e7f3007251b5689e5ffbbabd07e9f1f19f0b0408c68"
+  }
+}

evaluation/llama3b_sft_rp_uniform_lam1/step20_n160_t0.6/summary.json

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+{
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+  "n": 160,
+  "ks": [
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+  "pass@128": 92.00311947814626,
+  "has_code_fence": 99.92559523809524,
+  "run": "llama3b_sft_rp_uniform_lam1",
+  "tag": "step20_n160_t0.6",
+  "shards": 1,
+  "num_prompts_measured": 378,
+  "restricted_to_common": false,
+  "incomplete": false
+}

evaluation/llama3b_sft_rp_uniform_lam1/step20_n160_t0.6/wandb_run_id.txt

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+783upq1z

evaluation/llama3b_sft_rp_uniform_lam1/step20_n160_t0.6/wandb_status.json

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+{
+  "mode": "offline",
+  "run_dir": "/mnt/mystorageoutput/projects/rl-forgetting/evals/mbppplus-code-sft-n160-v1/llama3b_sft_rp_uniform_lam1/step20_n160_t0.6/wandb/offline-run-20260923_172443-783upq1z/files",
+  "run_id": "783upq1z",
+  "schema_version": 1,
+  "status": "offline_persisted",
+  "summary_sha256": "3191f2d0776c528f956d3e7f3007251b5689e5ffbbabd07e9f1f19f0b0408c68"
+}

evaluation/llama3b_sft_rp_uniform_lam1/step26_n160_t0.6/eval_manifest.json

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+{
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+  "direct_vllm": true,
+  "eval_data": "/mnt/mystorageoutput/projects/rl-forgetting/data/mbpp-code-rl/data/test.parquet",
+  "eval_source": "/mnt/mystorageoutput/projects/rl-forgetting/data/mbpp-code-rl/data/test.parquet",
+  "expected_prompts": 378,
+  "gpu_memory_utilization": 0.9,
+  "ks": [
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+    2,
+    4,
+    8,
+    16,
+    32,
+    64,
+    128
+  ],
+  "model_layout": "sft_hf",
+  "model_path": "/mnt/mystorageoutput/projects/rl-forgetting/amlt-results/7209847050.08178-9a987694-108b/llama3b_code_ordered_lr1e-5_bs256_seed42_rpuniform_lam1.0_gcr_20260922/checkpoints/step_26/model",
+  "n_samples": 160,
+  "protocol": "mbppplus_execution_pass_at_k",
+  "result_root": "7209847050.08178-9a987694-108b",
+  "run_key": "llama3b_sft_rp_uniform_lam1",
+  "schema_version": 1,
+  "source_experiment": "rlf-code-sft-four-arm-recovery-20260922",
+  "source_job": "llama3b_code_sft_rp_uniform_lam1",
+  "step": 26,
+  "temperature": 0.6,
+  "tensor_parallel_size": 1,
+  "top_k": -1,
+  "top_p": 0.95,
+  "train_run_dir": "llama3b_code_ordered_lr1e-5_bs256_seed42_rpuniform_lam1.0_gcr_20260922",
+  "wandb_entity": "jingyanshen-new-york-university",
+  "wandb_mode": "offline",
+  "wandb_project": "rl_forgetting_code_sft_eval"
+}

evaluation/llama3b_sft_rp_uniform_lam1/step26_n160_t0.6/evaluation_complete.json

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+{
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+  "n": 160,
+  "num_prompts": 378,
+  "num_scored_rows": 60480,
+  "run_key": "llama3b_sft_rp_uniform_lam1",
+  "schema_version": 1,
+  "status": "evaluation_complete",
+  "step": 26,
+  "summary_sha256": "7feab139c4fe13f8bc7c6e7d1f7bc4fb59d84cbffff1024229916009be908822",
+  "validated_at": "2026-09-23T15:58:47.927908+00:00",
+  "wandb": {
+    "mode": "offline",
+    "run_dir": "/mnt/mystorageoutput/projects/rl-forgetting/evals/mbppplus-code-sft-n160-v1/llama3b_sft_rp_uniform_lam1/step26_n160_t0.6/wandb/offline-run-20260923_155835-8n2ch5e5/files",
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+    "schema_version": 1,
+    "status": "offline_persisted",
+    "summary_sha256": "7feab139c4fe13f8bc7c6e7d1f7bc4fb59d84cbffff1024229916009be908822"
+  }
+}

evaluation/llama3b_sft_rp_uniform_lam1/step26_n160_t0.6/summary.json

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+{
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+  "n": 160,
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+  "run": "llama3b_sft_rp_uniform_lam1",
+  "tag": "step26_n160_t0.6",
+  "shards": 1,
+  "num_prompts_measured": 378,
+  "restricted_to_common": false,
+  "incomplete": false
+}

evaluation/llama3b_sft_rp_uniform_lam1/step26_n160_t0.6/wandb_run_id.txt

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+8n2ch5e5

evaluation/llama3b_sft_rp_uniform_lam1/step26_n160_t0.6/wandb_status.json

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+{
+  "mode": "offline",
+  "run_dir": "/mnt/mystorageoutput/projects/rl-forgetting/evals/mbppplus-code-sft-n160-v1/llama3b_sft_rp_uniform_lam1/step26_n160_t0.6/wandb/offline-run-20260923_155835-8n2ch5e5/files",
+  "run_id": "8n2ch5e5",
+  "schema_version": 1,
+  "status": "offline_persisted",
+  "summary_sha256": "7feab139c4fe13f8bc7c6e7d1f7bc4fb59d84cbffff1024229916009be908822"
+}

evaluation/llama3b_sft_rp_uniform_lam1/step32_n160_t0.6/eval_manifest.json

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+{
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+  "direct_vllm": true,
+  "eval_data": "/mnt/mystorageoutput/projects/rl-forgetting/data/mbpp-code-rl/data/test.parquet",
+  "eval_source": "/mnt/mystorageoutput/projects/rl-forgetting/data/mbpp-code-rl/data/test.parquet",
+  "expected_prompts": 378,
+  "gpu_memory_utilization": 0.9,
+  "ks": [
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+    32,
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+  "model_path": "/mnt/mystorageoutput/projects/rl-forgetting/amlt-results/7209847050.08178-9a987694-108b/llama3b_code_ordered_lr1e-5_bs256_seed42_rpuniform_lam1.0_gcr_20260922/checkpoints/step_32/model",
+  "n_samples": 160,
+  "protocol": "mbppplus_execution_pass_at_k",
+  "result_root": "7209847050.08178-9a987694-108b",
+  "run_key": "llama3b_sft_rp_uniform_lam1",
+  "schema_version": 1,
+  "source_experiment": "rlf-code-sft-four-arm-recovery-20260922",
+  "source_job": "llama3b_code_sft_rp_uniform_lam1",
+  "step": 32,
+  "temperature": 0.6,
+  "tensor_parallel_size": 1,
+  "top_k": -1,
+  "top_p": 0.95,
+  "train_run_dir": "llama3b_code_ordered_lr1e-5_bs256_seed42_rpuniform_lam1.0_gcr_20260922",
+  "wandb_entity": "jingyanshen-new-york-university",
+  "wandb_mode": "offline",
+  "wandb_project": "rl_forgetting_code_sft_eval"
+}

evaluation/llama3b_sft_rp_uniform_lam1/step32_n160_t0.6/evaluation_complete.json

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+{
+  "manifest_sha256": "8cd77ffef1770e4d9d0781ec55390bc46709acdbf12816d4f9f24c1c573396ad",
+  "n": 160,
+  "num_prompts": 378,
+  "num_scored_rows": 60480,
+  "run_key": "llama3b_sft_rp_uniform_lam1",
+  "schema_version": 1,
+  "status": "evaluation_complete",
+  "step": 32,
+  "summary_sha256": "c97ba644df50bc5b8040ec4a8a8857cc27f9dbc8a9fb0476be5c5713b8b32fc5",
+  "validated_at": "2026-09-23T17:37:39.171165+00:00",
+  "wandb": {
+    "mode": "offline",
+    "run_dir": "/mnt/mystorageoutput/projects/rl-forgetting/evals/mbppplus-code-sft-n160-v1/llama3b_sft_rp_uniform_lam1/step32_n160_t0.6/wandb/offline-run-20260923_173725-488xeq4i/files",
+    "run_id": "488xeq4i",
+    "schema_version": 1,
+    "status": "offline_persisted",
+    "summary_sha256": "c97ba644df50bc5b8040ec4a8a8857cc27f9dbc8a9fb0476be5c5713b8b32fc5"
+  }
+}

evaluation/llama3b_sft_rp_uniform_lam1/step32_n160_t0.6/summary.json

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+{
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+  "n": 160,
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