Publish verified coding SFT holdout evaluation llama3b_sft_ordered/step6_n160_t0.6

.gitattributes

@@ -204,3 +204,19 @@ evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step65_n160_t0.6/raw_generati
 evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step65_n160_t0.6/raw_generations/c005.jsonl filter=lfs diff=lfs merge=lfs -text
 evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step65_n160_t0.6/raw_generations/c006.jsonl filter=lfs diff=lfs merge=lfs -text
 evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step65_n160_t0.6/raw_generations/c007.jsonl filter=lfs diff=lfs merge=lfs -text
+evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/generations/c000/0.jsonl filter=lfs diff=lfs merge=lfs -text
+evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/generations/c001/0.jsonl filter=lfs diff=lfs merge=lfs -text
+evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/generations/c002/0.jsonl filter=lfs diff=lfs merge=lfs -text
+evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/generations/c003/0.jsonl filter=lfs diff=lfs merge=lfs -text
+evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/generations/c004/0.jsonl filter=lfs diff=lfs merge=lfs -text
+evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/generations/c005/0.jsonl filter=lfs diff=lfs merge=lfs -text
+evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/generations/c006/0.jsonl filter=lfs diff=lfs merge=lfs -text
+evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/generations/c007/0.jsonl filter=lfs diff=lfs merge=lfs -text
+evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/raw_generations/c000.jsonl filter=lfs diff=lfs merge=lfs -text
+evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/raw_generations/c001.jsonl filter=lfs diff=lfs merge=lfs -text
+evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/raw_generations/c002.jsonl filter=lfs diff=lfs merge=lfs -text
+evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/raw_generations/c003.jsonl filter=lfs diff=lfs merge=lfs -text
+evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/raw_generations/c004.jsonl filter=lfs diff=lfs merge=lfs -text
+evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/raw_generations/c005.jsonl filter=lfs diff=lfs merge=lfs -text
+evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/raw_generations/c006.jsonl filter=lfs diff=lfs merge=lfs -text
+evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/raw_generations/c007.jsonl filter=lfs diff=lfs merge=lfs -text

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/_chunks/c000.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:71cc80cce35293880b8b33be4e9b4794f82033dab0ce8876e3356a546c8d9694
+size 21089

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/_chunks/c001.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:610c17d049c1cc8c65f1b4cfadddc1879368555ef434860adf3cdc818f83342d
+size 18752

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/_chunks/c002.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a062a05f3b4c0ac4fc2cf4cc9b69d72945e9a67d6aaaa5df6ac68ca41e3375be
+size 16546

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/_chunks/c003.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87c596cfdf326c086a5337e9dc76de91d4d58c78cb0dd6ff89d544b502f5f57d
+size 18496

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/_chunks/c004.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8497356ecfdca7e617d4b1ea8369921784806e5959e3cf20009661eb35fe0b25
+size 17348

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/_chunks/c005.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bec17d20557f4b25d954429b645c93a1de980529e230c67dbb6e71dac9561c1b
+size 17712

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/_chunks/c006.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:62f4ac837d51230cf0818339685791757f127defab067694d05d32e044bd4ea6
+size 17847

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/_chunks/c007.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:998c6310b3b73fc2f3ecfb671786fb15d0415e7059ff74ec809450e8c96a5b7a
+size 16122

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/eval_manifest.json

@@ -0,0 +1,36 @@
+{
+  "checkpoint_ready_sha256": "9735e53ea1e26e9076b69fb0412d6e5f7a2528fd6536200f640470aa76def222",
+  "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/code-sft-20261027/runs/llama3b_code_ordered_lr1e-5_bs256_seed42/checkpoints/step_6/model",
+  "n_samples": 160,
+  "protocol": "mbppplus_execution_pass_at_k",
+  "result_root": "7206895844.05355-a82cdfde-bb79",
+  "run_key": "llama3b_sft_ordered",
+  "schema_version": 1,
+  "source_experiment": "jingyan-code-sft-baselines-20261027",
+  "source_job": "llama3b-code-ordered",
+  "step": 6,
+  "temperature": 0.6,
+  "tensor_parallel_size": 1,
+  "top_k": -1,
+  "top_p": 0.95,
+  "train_run_dir": "llama3b_code_ordered_lr1e-5_bs256_seed42",
+  "wandb_entity": "jingyanshen-new-york-university",
+  "wandb_mode": "offline",
+  "wandb_project": "rl-forgetting"
+}

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/evaluation_complete.json

@@ -0,0 +1,20 @@
+{
+  "manifest_sha256": "1b75c119e683bda74d7c03e60fc813e300c021c30266189f8d8841154b6dea12",
+  "n": 160,
+  "num_prompts": 378,
+  "num_scored_rows": 60480,
+  "run_key": "llama3b_sft_ordered",
+  "schema_version": 1,
+  "status": "evaluation_complete",
+  "step": 6,
+  "summary_sha256": "77663fde7c88bf0b749df6fe8370622ec96e86cbde3ad88f42f2191efe0d3c6e",
+  "validated_at": "2026-10-27T17:45:52.064587+00:00",
+  "wandb": {
+    "mode": "offline",
+    "run_dir": "/mnt/mystorageoutput/projects/rl-forgetting/evals/mbppplus-code-sft-20261027/llama3b_sft_ordered/step6_n160_t0.6/wandb/offline-run-20261027_174527-9wg25n35/files",
+    "run_id": "9wg25n35",
+    "schema_version": 1,
+    "status": "offline_persisted",
+    "summary_sha256": "77663fde7c88bf0b749df6fe8370622ec96e86cbde3ad88f42f2191efe0d3c6e"
+  }
+}

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/generations/c000/0.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5f3ed14fa53ef2f7a7beb222de1692a989d037e5fa6b8b9a3d7b01679e75b90
+size 20005235

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/generations/c001/0.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b5f09541a4e6459fba0d2e65ebee7740e2ddd1d56580a13d50582803ab84139e
+size 20074209

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/generations/c002/0.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d3a072ade496307a144b2cf49277f593781d73944482242f872c9ef02e4e9aa8
+size 18964983

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/generations/c003/0.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b8132e89ae3c9bd6e6857d4680a7de1105fa7a727c038b08ec88e56b5cc5a0e
+size 19903191

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/generations/c004/0.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a2f246d8e983dee735a5ef1dba658aa82cc0cd6985229fde4ed2327d47dc915
+size 20270277

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/generations/c005/0.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:00ae61adaf5790730cb9e1776a79a9ab60e4a5785324d86c6cbe52a40f1295d0
+size 19657607

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/generations/c006/0.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4d72ca07a3221c058e5a1720b54b7375adda5242c3e6c746a953b29ebac5eb1
+size 18988165

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/generations/c007/0.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29b32981dfbde38d9e5fdd8a386aa34fd598c1ac117d0ee19192a9b43904a91a
+size 17232591

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/raw_generations/c000.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ddd6c7d0193a128713067f80ca7e3aedc4de51ccbca42f5742d02ee4180401c
+size 19413875

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/raw_generations/c001.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ad586a5c403e26ce0ba4bc7a766c087c488a22073d3e6922055b588864f2eda
+size 19482849

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/raw_generations/c002.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a1004e3956a557414a73753e84356beab48d2eda48c7467703e8e8e53c3e8ad6
+size 18373623

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/raw_generations/c003.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5216ae373026662b202ef75a2be957104518a94dd624a8345d9fcea39b3d0dc5
+size 19311831

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/raw_generations/c004.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f7d767d434b25176aa12fbe89c9426c32a5581726eed28a8c1a63c04ddc9a54
+size 19678917

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/raw_generations/c005.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3b7383cc362ea15bbac552a1e783f0e957fff62686ac18aa351e630bc82e909
+size 19066247

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/raw_generations/c006.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8e431bb6063d8f73e89400eebbc25aed8756a2e77ecff368d3e664228365edb
+size 18396805

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/raw_generations/c007.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e12057d98242094e0a6f3460713e2a0d04c50fddba9cee1095716c0fda57f365
+size 16715151

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/summary.json

@@ -0,0 +1,30 @@
+{
+  "num_prompts": 378,
+  "n": 160,
+  "ks": [
+    1,
+    2,
+    4,
+    8,
+    16,
+    32,
+    64,
+    128
+  ],
+  "ragged_n": null,
+  "pass@1": 57.777777777777835,
+  "pass@2": 69.29376310272535,
+  "pass@4": 77.30962024720833,
+  "pass@8": 82.62173447568289,
+  "pass@16": 86.08040200608261,
+  "pass@32": 88.47922493809033,
+  "pass@64": 90.39650293346314,
+  "pass@128": 92.22706653439054,
+  "has_code_fence": 99.54034391534391,
+  "run": "llama3b_sft_ordered",
+  "tag": "step6_n160_t0.6",
+  "shards": 1,
+  "num_prompts_measured": 378,
+  "restricted_to_common": false,
+  "incomplete": false
+}

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/wandb/debug-internal.log

@@ -0,0 +1 @@
+offline-run-20261027_174527-9wg25n35/logs/debug-internal.log

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/wandb/debug.log

@@ -0,0 +1 @@
+offline-run-20261027_174527-9wg25n35/logs/debug.log

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/wandb/latest-run

@@ -0,0 +1 @@
+offline-run-20261027_174527-9wg25n35

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/wandb/offline-run-20261027_174527-9wg25n35/files/requirements.txt

@@ -0,0 +1,250 @@
+httptools==0.8.0
+graphql-core==3.2.12
+mlflow-tracing==3.16.0
+prometheus_client==0.26.0
+gunicorn==26.2.0
+sqlparse==0.6.0
+PyYAML==6.0.3
+MarkupSafe==3.0.3
+uvloop==0.22.1
+py-cpuinfo==9.0.0
+shellingham==1.5.4
+fsspec==2026.6.0
+pytz==2026.3.post1
+python-multipart==0.0.32
+pyasn1==0.6.4
+tiktoken==0.14.0
+Mako==1.4.1
+Flask==3.1.3
+typer==0.27.2
+numpy==2.2.6
+opentelemetry-semantic-conventions==0.47b0
+transformers==4.57.6
+referencing==0.37.0
+sniffio==1.3.1
+tqdm==4.70.1
+Jinja2==3.1.6
+opentelemetry-exporter-otlp==1.26.0
+itsdangerous==2.2.0
+grpcio==1.83.1
+fastapi-cli==0.0.32
+async-timeout==5.0.1
+frozenlist==1.8.0
+aiohttp==3.14.3
+fonttools==4.65.0
+aiohttp-cors==0.8.1
+Werkzeug==3.1.8
+colorful==0.5.8
+jsonschema==4.26.0
+zss==1.2.0
+reasoning_gym==0.1.25
+httpx2==2.12.0
+mdurl==0.1.2
+ninja==1.13.2
+attrs==26.1.0
+wrapt==2.4.1
+opentelemetry-proto==1.26.0
+openai==3.13.0
+numba==0.61.2
+nvidia-cublas-cu12==12.4.5.8
+outlines==0.1.11
+cycler==0.12.1
+certifi==2026.7.22
+drawsvg==2.4.2
+filelock==3.32.6
+charset-normalizer==3.5.1
+cuda-pathfinder==1.8.1
+jiter==0.16.0
+hf-xet==1.6.0
+protobuf==4.25.9
+xformers==0.0.29.post2
+vllm==0.8.5
+greenlet==3.5.5
+wheel==0.47.0
+opentelemetry-exporter-prometheus==0.47b0
+smart_open==8.0.1
+skops==0.14.0
+tomli==2.4.1
+opentelemetry-exporter-otlp-proto-http==1.26.0
+python-json-logger==4.2.0
+lark==1.2.2
+httpx==0.28.1
+multiprocess==0.70.19
+Pygments==2.21.0
+typing-inspection==0.4.4
+opentelemetry-api==1.26.0
+graphql-relay==3.2.0
+nvidia-cufft-cu12==11.2.1.3
+cryptography==50.0.1
+zipp==4.1.0
+networkx==3.4.2
+tzdata==2026.3
+anyio==4.15.1
+joblib==1.6.0
+mlflow==3.16.0
+outlines_core==0.1.26
+opentelemetry-semantic-conventions-ai==0.4.13
+scikit-learn==1.7.2
+sentencepiece==0.2.2
+opentelemetry-sdk==1.26.0
+pyasn1_modules==0.4.2
+codetiming==1.4.0
+nvidia-cuda-cupti-cu12==12.4.127
+peft==0.20.0
+SQLAlchemy==2.0.52
+packaging==26.3
+xxhash==4.0.1
+scipy==1.15.3
+pip==26.2.1
+math-verify==0.9.0
+torch==2.6.0
+pyparsing==3.3.2
+fastapi==0.141.1
+rich-toolkit==0.20.5
+requests==2.34.2
+python-dateutil==2.9.0.post0
+tensordict==0.6.2
+pycparser==3.0
+diskcache==5.6.3
+llguidance==0.7.30
+email-validator==2.3.0
+nvidia-cusparselt-cu12==0.6.2
+regex==2026.9.10
+rignore==0.8.1
+depyf==0.18.0
+httpcore==1.0.9
+pydantic-settings==2.15.0
+huggingface_hub==0.36.2
+datasets==5.0.1
+triton==3.2.0
+proto-plus==1.28.2
+python-discovery==1.6.0
+ray==2.47.1
+Deprecated==1.3.1
+yarl==1.24.5
+sentry-sdk==2.69.1
+six==1.17.0
+rich==15.0.0
+truststore==0.10.4
+prometheus-fastapi-instrumentator==8.1.0
+nvidia-cuda-runtime-cu12==12.4.127
+python-dotenv==1.2.3
+torchaudio==2.6.0
+threadpoolctl==3.6.0
+conda-pack==0.9.2
+msgpack==1.2.2
+opencensus==0.11.4
+gguf==0.19.0
+hydra-core==1.3.6
+aiohappyeyeballs==2.7.1
+pybind11==3.1.0
+llvmlite==0.44.0
+mistral_common==1.11.7
+cupy-cuda12x==14.2.0
+pydantic-extra-types==2.11.1
+nvidia-nvtx-cu12==12.4.127
+dnspython==2.8.0
+safetensors==0.8.0
+nvidia-cuda-nvrtc-cu12==12.4.127
+alembic==1.19.2
+nvidia-nvjitlink-cu12==12.4.127
+pydantic==2.13.5
+databricks-sdk==0.138.0
+opencv-python-headless==5.0.0.93
+blake3==1.0.9
+orjson==3.12.0
+py-spy==0.4.2
+markdown-it-py==4.2.0
+kiwisolver==1.5.1
+dill==0.4.1
+httpcore2==2.12.0
+omegaconf==2.3.1
+propcache==0.5.2
+nvidia-nccl-cu12==2.21.5
+xgrammar==0.1.18
+pandas==2.3.3
+nvidia-cudnn-cu12==9.1.0.70
+bfi==1.0.4
+urllib3==2.7.0
+opentelemetry-exporter-otlp-proto-grpc==1.26.0
+setuptools==80.9.0
+torchdata==0.11.0
+virtualenv==21.7.9
+huey==3.4.0
+aiosignal==1.4.0
+airportsdata==20260315
+arckit==0.1.0
+rpds-py==0.30.0
+nvidia-curand-cu12==10.3.5.147
+typing_extensions==4.16.0
+importlib_metadata==8.0.0
+accelerate==1.15.0
+nest-asyncio==1.6.0
+graphene==3.4.3
+latex2sympy2_extended==1.11.0
+pydantic_core==2.46.5
+exceptiongroup==1.3.1
+agent-detector==2.0.0
+starlette==1.6.0
+fastapi-cloud-cli==0.26.0
+pyzmq==27.2.0
+GitPython==3.1.62
+interegular==0.3.3
+cachetools==7.1.8
+verl==0.4.1.dev0
+click==8.5.0
+pylatexenc==2.11
+google-auth==2.58.0
+distlib==0.4.3
+mpmath==1.3.0
+jsonschema-specifications==2025.9.1
+cloudpickle==3.1.2
+nvidia-cusolver-cu12==11.6.1.9
+flash_attn==2.7.4.post1
+blinker==1.9.0
+gitdb==4.0.12
+mlflow-skinny==3.16.0
+websockets==16.1.1
+googleapis-common-protos==1.75.0
+flask-cors==6.0.5
+pillow==12.3.0
+cellpylib==2.4.0
+smmap==5.0.3
+fastar==0.12.0
+detect-installer==0.2.1
+idna==3.19
+antlr4-python3-runtime==4.9.3
+docker==7.2.0
+psutil==7.2.2
+pycountry==26.2.16
+wcwidth==0.8.3
+uvicorn==0.52.4
+annotated-types==0.8.0
+astor==0.8.1
+nvidia-cusparse-cu12==12.3.1.170
+watchfiles==1.2.0
+pyfiglet==1.0.2
+platformdirs==4.11.8
+msgspec==0.21.1
+wandb==0.28.0
+opencensus-context==0.1.3
+tabulate==0.9.0
+pyarrow==25.0.1
+google-api-core==2.30.3
+compressed-tensors==0.9.3
+multidict==6.8.0
+partial-json-parser==0.2.1.1.post7
+sympy==1.13.1
+h11==0.16.0
+annotated-doc==0.0.5
+einops==0.8.2
+opentelemetry-exporter-otlp-proto-common==1.26.0
+torchvision==0.21.0
+cffi==2.1.1
+matplotlib==3.10.9
+tokenizers==0.22.2
+pycosat==0.6.6
+lm-format-enforcer==0.10.12
+prettytable==3.18.0
+magiccube==0.3.0
+contourpy==1.3.2

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/wandb/offline-run-20261027_174527-9wg25n35/logs/debug-internal.log

@@ -0,0 +1,16 @@
+{"time":"2026-10-27T17:45:45.255724641Z","level":"INFO","msg":"wandb-core"}
+{"time":"2026-10-27T17:45:45.25629606Z","level":"INFO","msg":"stream: starting","core version":"0.28.0"}
+{"time":"2026-10-27T17:45:45.717332561Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
+{"time":"2026-10-27T17:45:45.717592824Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
+{"time":"2026-10-27T17:45:45.718100766Z","level":"INFO","msg":"stream: created new stream","id":"9wg25n35"}
+{"time":"2026-10-27T17:45:45.718500956Z","level":"INFO","msg":"handler: started"}
+{"time":"2026-10-27T17:45:46.180846815Z","level":"INFO","msg":"stream: started"}
+{"time":"2026-10-27T17:45:46.180893123Z","level":"INFO","msg":"writer: started","stream_id":"9wg25n35"}
+{"time":"2026-10-27T17:45:46.18096329Z","level":"INFO","msg":"sender: started"}
+{"time":"2026-10-27T17:45:46.195674491Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
+{"time":"2026-10-27T17:45:46.195832237Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
+{"time":"2026-10-27T17:45:47.67808702Z","level":"INFO","msg":"handler: operation stats","stats":{}}
+{"time":"2026-10-27T17:45:48.24177465Z","level":"INFO","msg":"stream: finishing up"}
+{"time":"2026-10-27T17:45:48.242143168Z","level":"INFO","msg":"handler: closed"}
+{"time":"2026-10-27T17:45:48.359961003Z","level":"INFO","msg":"sender: closed"}
+{"time":"2026-10-27T17:45:48.360467235Z","level":"INFO","msg":"stream: all finished"}

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/wandb/offline-run-20261027_174527-9wg25n35/logs/debug.log

@@ -0,0 +1,23 @@
+2026-10-27 17:45:40,842 INFO    MainThread:201745 [wandb_setup.py:_flush():81] Current SDK version is 0.28.0
+2026-10-27 17:45:40,842 INFO    MainThread:201745 [wandb_setup.py:_flush():81] Configure stats pid to 201745
+2026-10-27 17:45:40,842 INFO    MainThread:201745 [wandb_setup.py:_flush():81] Loading settings from environment variables
+2026-10-27 17:45:41,076 INFO    MainThread:201745 [wandb_init.py:setup_run_log_directory():725] Logging user logs to /mnt/mystorageoutput/projects/rl-forgetting/evals/mbppplus-code-sft-20261027/llama3b_sft_ordered/step6_n160_t0.6/wandb/offline-run-20261027_174527-9wg25n35/logs/debug.log
+2026-10-27 17:45:41,309 INFO    MainThread:201745 [wandb_init.py:setup_run_log_directory():726] Logging internal logs to /mnt/mystorageoutput/projects/rl-forgetting/evals/mbppplus-code-sft-20261027/llama3b_sft_ordered/step6_n160_t0.6/wandb/offline-run-20261027_174527-9wg25n35/logs/debug-internal.log
+2026-10-27 17:45:41,309 INFO    MainThread:201745 [wandb_init.py:init():768] calling init triggers
+2026-10-27 17:45:41,310 INFO    MainThread:201745 [wandb_init.py:init():773] wandb.init called with sweep_config: {}
+config: {'checkpoint_ready_sha256': '9735e53ea1e26e9076b69fb0412d6e5f7a2528fd6536200f640470aa76def222', '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/code-sft-20261027/runs/llama3b_code_ordered_lr1e-5_bs256_seed42/checkpoints/step_6/model', 'n_samples': 160, 'protocol': 'mbppplus_execution_pass_at_k', 'result_root': '7206895844.05355-a82cdfde-bb79', 'run_key': 'llama3b_sft_ordered', 'schema_version': 1, 'source_experiment': 'jingyan-code-sft-baselines-20261027', 'source_job': 'llama3b-code-ordered', 'step': 6, 'temperature': 0.6, 'tensor_parallel_size': 1, 'top_k': -1, 'top_p': 0.95, 'train_run_dir': 'llama3b_code_ordered_lr1e-5_bs256_seed42', 'wandb_entity': 'jingyanshen-new-york-university', 'wandb_mode': 'offline', 'wandb_project': 'rl-forgetting', '_wandb': {}}
+2026-10-27 17:45:41,310 INFO    MainThread:201745 [wandb_init.py:init():816] starting backend
+2026-10-27 17:45:41,659 INFO    MainThread:201745 [wandb_init.py:init():831] sending inform_init request
+2026-10-27 17:45:46,182 INFO    MainThread:201745 [wandb_init.py:init():836] backend started and connected
+2026-10-27 17:45:46,192 INFO    MainThread:201745 [wandb_init.py:init():906] updated telemetry
+2026-10-27 17:45:46,193 INFO    MainThread:201745 [wandb_init.py:init():929] communicating run to backend with 90.0 second timeout
+2026-10-27 17:45:46,197 INFO    MainThread:201745 [wandb_init.py:init():974] starting run threads in backend
+2026-10-27 17:45:46,544 INFO    MainThread:201745 [wandb_run.py:_console_start():2523] atexit reg
+2026-10-27 17:45:46,544 INFO    MainThread:201745 [wandb_run.py:_redirect():2373] redirect: wrap_raw
+2026-10-27 17:45:46,544 INFO    MainThread:201745 [wandb_run.py:_redirect():2442] Wrapping output streams.
+2026-10-27 17:45:46,545 INFO    MainThread:201745 [wandb_run.py:_redirect():2465] Redirects installed.
+2026-10-27 17:45:46,997 INFO    MainThread:201745 [wandb_init.py:init():1012] run started, returning control to user process
+2026-10-27 17:45:47,224 INFO    MainThread:201745 [wandb_run.py:_finish():2285] finishing run jingyanshen-new-york-university/rl-forgetting/9wg25n35
+2026-10-27 17:45:47,225 INFO    MainThread:201745 [wandb_run.py:_atexit_cleanup():2490] got exitcode: 0
+2026-10-27 17:45:47,674 INFO    MainThread:201745 [wandb_run.py:_restore():2472] restore
+2026-10-27 17:45:47,674 INFO    MainThread:201745 [wandb_run.py:_restore():2478] restore done

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/wandb_run_id.txt

@@ -0,0 +1 @@
+9wg25n35

evaluations/mbppplus_n160_t0.6/llama3b_sft_ordered/step6_n160_t0.6/wandb_status.json

@@ -0,0 +1,8 @@
+{
+  "mode": "offline",
+  "run_dir": "/mnt/mystorageoutput/projects/rl-forgetting/evals/mbppplus-code-sft-20261027/llama3b_sft_ordered/step6_n160_t0.6/wandb/offline-run-20261027_174527-9wg25n35/files",
+  "run_id": "9wg25n35",
+  "schema_version": 1,
+  "status": "offline_persisted",
+  "summary_sha256": "77663fde7c88bf0b749df6fe8370622ec96e86cbde3ad88f42f2191efe0d3c6e"
+}