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- artifacts/wandb/offline-run-20260419_034658-jg5jjic9/files/requirements.txt +267 -0
- artifacts/wandb/offline-run-20260419_034658-jg5jjic9/logs/debug-core.log +6 -0
- artifacts/wandb/offline-run-20260419_034658-jg5jjic9/logs/debug-internal.log +9 -0
- artifacts/wandb/offline-run-20260419_034658-jg5jjic9/logs/debug.log +19 -0
- artifacts/wandb/offline-run-20260419_034658-jg5jjic9/run-jg5jjic9.wandb +0 -0
- artifacts/wandb/offline-run-20260419_035112-s51vsn9d/files/requirements.txt +267 -0
- artifacts/wandb/offline-run-20260419_035112-s51vsn9d/logs/debug-core.log +6 -0
- artifacts/wandb/offline-run-20260419_035112-s51vsn9d/logs/debug-internal.log +9 -0
- artifacts/wandb/offline-run-20260419_035112-s51vsn9d/logs/debug.log +19 -0
- artifacts/wandb/offline-run-20260419_035809-aiwkg78k/files/requirements.txt +267 -0
- artifacts/wandb/offline-run-20260419_035809-aiwkg78k/logs/debug-core.log +6 -0
- artifacts/wandb/offline-run-20260419_035809-aiwkg78k/logs/debug-internal.log +9 -0
- artifacts/wandb/offline-run-20260419_035809-aiwkg78k/logs/debug.log +21 -0
- artifacts/wandb/offline-run-20260419_043605-dphcr6vf/files/requirements.txt +267 -0
- artifacts/wandb/offline-run-20260419_043605-dphcr6vf/logs/debug-core.log +6 -0
- artifacts/wandb/offline-run-20260419_043605-dphcr6vf/logs/debug-internal.log +9 -0
- artifacts/wandb/offline-run-20260419_043605-dphcr6vf/logs/debug.log +19 -0
- artifacts/wandb/offline-run-20260419_143530-ap53zftz/files/requirements.txt +267 -0
- artifacts/wandb/offline-run-20260419_143530-ap53zftz/logs/debug-core.log +8 -0
- artifacts/wandb/offline-run-20260419_143530-ap53zftz/logs/debug-internal.log +14 -0
- artifacts/wandb/offline-run-20260419_143530-ap53zftz/logs/debug.log +23 -0
- artifacts/wandb/offline-run-20260420_001659-tp05nm10/files/requirements.txt +267 -0
- artifacts/wandb/offline-run-20260420_001659-tp05nm10/logs/debug-core.log +8 -0
- artifacts/wandb/offline-run-20260420_001659-tp05nm10/logs/debug-internal.log +14 -0
- artifacts/wandb/offline-run-20260420_001659-tp05nm10/logs/debug.log +23 -0
- artifacts/wandb/offline-run-20260421_204559-vp3j2zmn/files/requirements.txt +267 -0
- artifacts/wandb/offline-run-20260421_204559-vp3j2zmn/logs/debug-core.log +8 -0
- artifacts/wandb/offline-run-20260421_204559-vp3j2zmn/logs/debug-internal.log +14 -0
- artifacts/wandb/offline-run-20260421_204559-vp3j2zmn/logs/debug.log +23 -0
- artifacts/wandb/offline-run-20260423_101713-7vqs52x1/files/requirements.txt +267 -0
- artifacts/wandb/offline-run-20260423_101713-7vqs52x1/logs/debug-core.log +8 -0
- artifacts/wandb/offline-run-20260423_101713-7vqs52x1/logs/debug-internal.log +14 -0
- artifacts/wandb/offline-run-20260423_101713-7vqs52x1/logs/debug.log +23 -0
- artifacts/wandb/offline-run-20260424_135907-w0pah759/files/requirements.txt +267 -0
- artifacts/wandb/offline-run-20260424_135907-w0pah759/logs/debug-core.log +8 -0
- artifacts/wandb/offline-run-20260424_135907-w0pah759/logs/debug-internal.log +14 -0
- artifacts/wandb/offline-run-20260424_135907-w0pah759/logs/debug.log +23 -0
- artifacts/wandb/offline-run-20260430_102856-dcqwcvtc/files/requirements.txt +267 -0
- artifacts/wandb/offline-run-20260430_102856-dcqwcvtc/logs/debug-core.log +6 -0
- artifacts/wandb/offline-run-20260430_102856-dcqwcvtc/logs/debug-internal.log +9 -0
- artifacts/wandb/offline-run-20260430_102856-dcqwcvtc/logs/debug.log +19 -0
- artifacts/wandb/offline-run-20260430_115539-7ut0x8b2/files/requirements.txt +267 -0
- artifacts/wandb/offline-run-20260430_115539-7ut0x8b2/logs/debug-core.log +6 -0
- artifacts/wandb/offline-run-20260430_115539-7ut0x8b2/logs/debug-internal.log +9 -0
- artifacts/wandb/offline-run-20260430_115539-7ut0x8b2/logs/debug.log +21 -0
- artifacts/wandb/offline-run-20260501_132132-unhiobjb/files/requirements.txt +267 -0
- artifacts/wandb/offline-run-20260501_132132-unhiobjb/logs/debug-core.log +8 -0
- artifacts/wandb/offline-run-20260501_132132-unhiobjb/logs/debug-internal.log +14 -0
- artifacts/wandb/offline-run-20260501_132132-unhiobjb/logs/debug.log +23 -0
- artifacts/wandb/offline-run-20260504_073807-sqbiqgi6/files/requirements.txt +267 -0
artifacts/wandb/offline-run-20260419_034658-jg5jjic9/files/requirements.txt
ADDED
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|
| 1 |
+
verl==0.4.0.dev0
|
| 2 |
+
colorama==0.4.6
|
| 3 |
+
psutil==7.2.2
|
| 4 |
+
verl==0.4.0.dev0
|
| 5 |
+
PyYAML==6.0.3
|
| 6 |
+
huggingface_hub==0.36.2
|
| 7 |
+
charset-normalizer==3.4.7
|
| 8 |
+
httpcore==1.0.9
|
| 9 |
+
anyio==4.13.0
|
| 10 |
+
certifi==2026.2.25
|
| 11 |
+
typer==0.24.1
|
| 12 |
+
hf-xet==1.4.3
|
| 13 |
+
h11==0.16.0
|
| 14 |
+
click==8.3.2
|
| 15 |
+
packaging==26.1
|
| 16 |
+
markdown-it-py==4.0.0
|
| 17 |
+
exceptiongroup==1.3.1
|
| 18 |
+
rich==15.0.0
|
| 19 |
+
fsspec==2026.3.0
|
| 20 |
+
tqdm==4.67.3
|
| 21 |
+
urllib3==2.6.3
|
| 22 |
+
httpx==0.28.1
|
| 23 |
+
filelock==3.28.0
|
| 24 |
+
idna==3.11
|
| 25 |
+
shellingham==1.5.4
|
| 26 |
+
mdurl==0.1.2
|
| 27 |
+
typing_extensions==4.15.0
|
| 28 |
+
requests==2.33.1
|
| 29 |
+
annotated-doc==0.0.4
|
| 30 |
+
Pygments==2.20.0
|
| 31 |
+
attrs==26.1.0
|
| 32 |
+
pydantic-extra-types==2.11.2
|
| 33 |
+
rignore==0.7.6
|
| 34 |
+
smmap==5.0.3
|
| 35 |
+
msgpack==1.1.2
|
| 36 |
+
pyarrow==23.0.1
|
| 37 |
+
tokenizers==0.22.2
|
| 38 |
+
dnspython==2.8.0
|
| 39 |
+
filelock==3.25.2
|
| 40 |
+
propcache==0.4.1
|
| 41 |
+
watchfiles==1.1.1
|
| 42 |
+
pandas==2.3.3
|
| 43 |
+
shellingham==1.5.4
|
| 44 |
+
nvidia-cudnn-cu12==9.1.0.70
|
| 45 |
+
GitPython==3.1.46
|
| 46 |
+
typer==0.24.1
|
| 47 |
+
nvidia-cusparse-cu12==12.3.1.170
|
| 48 |
+
llguidance==0.7.30
|
| 49 |
+
python-multipart==0.0.24
|
| 50 |
+
nodeenv==1.10.0
|
| 51 |
+
jiter==0.13.0
|
| 52 |
+
opentelemetry-semantic-conventions==0.61b0
|
| 53 |
+
networkx==3.4.2
|
| 54 |
+
antlr4-python3-runtime==4.9.3
|
| 55 |
+
opencv-python==4.13.0.92
|
| 56 |
+
opentelemetry-exporter-otlp-proto-grpc==1.26.0
|
| 57 |
+
typing_extensions==4.15.0
|
| 58 |
+
pillow==12.2.0
|
| 59 |
+
websockets==16.0
|
| 60 |
+
cfgv==3.5.0
|
| 61 |
+
distro==1.9.0
|
| 62 |
+
accelerate==1.13.0
|
| 63 |
+
tzdata==2026.1
|
| 64 |
+
sniffio==1.3.1
|
| 65 |
+
numpy==2.2.6
|
| 66 |
+
xxhash==3.6.0
|
| 67 |
+
py-cpuinfo==9.0.0
|
| 68 |
+
nvidia-cuda-cupti-cu12==12.4.127
|
| 69 |
+
opentelemetry-exporter-otlp-proto-common==1.26.0
|
| 70 |
+
platformdirs==4.9.4
|
| 71 |
+
pydantic-settings==2.13.1
|
| 72 |
+
distlib==0.4.0
|
| 73 |
+
markdown-it-py==4.0.0
|
| 74 |
+
nest-asyncio==1.6.0
|
| 75 |
+
orjson==3.11.8
|
| 76 |
+
python-discovery==1.2.1
|
| 77 |
+
cryptography==46.0.6
|
| 78 |
+
prometheus-fastapi-instrumentator==7.1.0
|
| 79 |
+
sentencepiece==0.2.1
|
| 80 |
+
opencv-fixer==0.2.5
|
| 81 |
+
opentelemetry-exporter-prometheus==0.61b0
|
| 82 |
+
aiohappyeyeballs==2.6.1
|
| 83 |
+
hf_transfer==0.1.9
|
| 84 |
+
partial-json-parser==0.2.1.1.post7
|
| 85 |
+
multiprocess==0.70.19
|
| 86 |
+
importlib_metadata==8.0.0
|
| 87 |
+
latex2sympy2_extended==1.11.0
|
| 88 |
+
opentelemetry-proto==1.26.0
|
| 89 |
+
pylatexenc==2.10
|
| 90 |
+
nvidia-cusolver-cu12==11.6.1.9
|
| 91 |
+
av==17.0.0
|
| 92 |
+
MarkupSafe==3.0.3
|
| 93 |
+
safetensors==0.7.0
|
| 94 |
+
jsonschema==4.26.0
|
| 95 |
+
opencensus==0.11.4
|
| 96 |
+
cuda-pathfinder==1.5.2
|
| 97 |
+
hf-xet==1.4.3
|
| 98 |
+
google-auth==2.49.1
|
| 99 |
+
outlines==0.1.11
|
| 100 |
+
identify==2.6.18
|
| 101 |
+
nvidia-nvjitlink-cu12==12.4.127
|
| 102 |
+
async-timeout==5.0.1
|
| 103 |
+
httpx==0.28.1
|
| 104 |
+
grpcio==1.80.0
|
| 105 |
+
nvidia-cufft-cu12==11.2.1.3
|
| 106 |
+
mpmath==1.3.0
|
| 107 |
+
iniconfig==2.3.0
|
| 108 |
+
python-dotenv==1.2.2
|
| 109 |
+
pip==26.0.1
|
| 110 |
+
setuptools==80.10.2
|
| 111 |
+
lm-format-enforcer==0.10.12
|
| 112 |
+
wrapt==2.1.2
|
| 113 |
+
anyio==4.13.0
|
| 114 |
+
mistral_common==1.11.0
|
| 115 |
+
tqdm==4.67.3
|
| 116 |
+
mathruler==0.1.0
|
| 117 |
+
openai==2.30.0
|
| 118 |
+
dill==0.4.1
|
| 119 |
+
aiosignal==1.4.0
|
| 120 |
+
virtualenv==21.2.0
|
| 121 |
+
wcwidth==0.6.0
|
| 122 |
+
nvidia-cuda-runtime-cu12==12.4.127
|
| 123 |
+
sympy==1.13.1
|
| 124 |
+
scipy==1.15.3
|
| 125 |
+
math-verify==0.9.0
|
| 126 |
+
wandb==0.25.1
|
| 127 |
+
referencing==0.37.0
|
| 128 |
+
airportsdata==20260315
|
| 129 |
+
opencv-python-headless==4.13.0.92
|
| 130 |
+
annotated-doc==0.0.4
|
| 131 |
+
datasets==4.8.4
|
| 132 |
+
pyext==0.7
|
| 133 |
+
opentelemetry-sdk==1.40.0
|
| 134 |
+
hydra-core==1.3.2
|
| 135 |
+
nvidia-nccl-cu12==2.21.5
|
| 136 |
+
idna==3.11
|
| 137 |
+
blessed==1.33.0
|
| 138 |
+
charset-normalizer==3.4.7
|
| 139 |
+
transformers==4.56.0
|
| 140 |
+
fastapi-cli==0.0.24
|
| 141 |
+
pyasn1==0.6.3
|
| 142 |
+
h11==0.16.0
|
| 143 |
+
tomli==2.4.1
|
| 144 |
+
wheel==0.46.3
|
| 145 |
+
opentelemetry-exporter-otlp==1.26.0
|
| 146 |
+
prometheus_client==0.24.1
|
| 147 |
+
nvidia-nvtx-cu12==12.4.127
|
| 148 |
+
googleapis-common-protos==1.74.0
|
| 149 |
+
annotated-types==0.7.0
|
| 150 |
+
nvidia-cusparselt-cu12==0.6.2
|
| 151 |
+
compressed-tensors==0.9.3
|
| 152 |
+
rich-toolkit==0.19.7
|
| 153 |
+
codetiming==1.4.0
|
| 154 |
+
omegaconf==2.3.0
|
| 155 |
+
regex==2026.4.4
|
| 156 |
+
proto-plus==1.27.2
|
| 157 |
+
requests==2.33.1
|
| 158 |
+
torchdata==0.11.0
|
| 159 |
+
google-api-core==2.30.2
|
| 160 |
+
opentelemetry-exporter-otlp-proto-http==1.26.0
|
| 161 |
+
Pygments==2.20.0
|
| 162 |
+
rich==14.3.3
|
| 163 |
+
urllib3==2.6.3
|
| 164 |
+
opentelemetry-api==1.40.0
|
| 165 |
+
Deprecated==1.3.1
|
| 166 |
+
pydantic_core==2.41.5
|
| 167 |
+
six==1.17.0
|
| 168 |
+
packaging==26.0
|
| 169 |
+
exceptiongroup==1.3.1
|
| 170 |
+
cupy-cuda12x==14.0.1
|
| 171 |
+
tensordict==0.6.2
|
| 172 |
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torchaudio==2.6.0
|
| 173 |
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torchvision==0.21.0
|
| 174 |
+
pytz==2026.1.post1
|
| 175 |
+
frozenlist==1.8.0
|
| 176 |
+
starlette==0.52.1
|
| 177 |
+
ninja==1.13.0
|
| 178 |
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numba==0.61.2
|
| 179 |
+
llvmlite==0.44.0
|
| 180 |
+
ruff==0.15.9
|
| 181 |
+
tiktoken==0.12.0
|
| 182 |
+
aiohttp-cors==0.8.1
|
| 183 |
+
python-json-logger==4.1.0
|
| 184 |
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click==8.3.2
|
| 185 |
+
Jinja2==3.1.6
|
| 186 |
+
pycountry==26.2.16
|
| 187 |
+
httptools==0.7.1
|
| 188 |
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typing-inspection==0.4.2
|
| 189 |
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peft==0.17.0
|
| 190 |
+
gitdb==4.0.12
|
| 191 |
+
pybind11==3.0.3
|
| 192 |
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psutil==7.2.2
|
| 193 |
+
fastar==0.9.0
|
| 194 |
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py-spy==0.4.1
|
| 195 |
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xformers==0.0.29.post2
|
| 196 |
+
nvidia-cuda-nvrtc-cu12==12.4.127
|
| 197 |
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protobuf==4.25.9
|
| 198 |
+
cffi==2.0.0
|
| 199 |
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einops==0.8.2
|
| 200 |
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optree==0.19.0
|
| 201 |
+
yarl==1.23.0
|
| 202 |
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diskcache==5.6.3
|
| 203 |
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astor==0.8.1
|
| 204 |
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flash_attn==2.7.4.post1
|
| 205 |
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python-dateutil==2.9.0.post0
|
| 206 |
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triton==3.2.0
|
| 207 |
+
sentry-sdk==2.57.0
|
| 208 |
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msgspec==0.20.0
|
| 209 |
+
pluggy==1.6.0
|
| 210 |
+
pyasn1_modules==0.4.2
|
| 211 |
+
liger_kernel==0.7.0
|
| 212 |
+
multidict==6.7.1
|
| 213 |
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ray==2.54.1
|
| 214 |
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gguf==0.18.0
|
| 215 |
+
blake3==1.0.8
|
| 216 |
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cachetools==7.0.5
|
| 217 |
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cloudpickle==3.1.2
|
| 218 |
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zipp==3.23.0
|
| 219 |
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flashinfer-python==0.2.2.post1+cu124torch2.6
|
| 220 |
+
uvicorn==0.44.0
|
| 221 |
+
aiohttp==3.13.5
|
| 222 |
+
lark==1.2.2
|
| 223 |
+
rpds-py==0.30.0
|
| 224 |
+
fsspec==2026.2.0
|
| 225 |
+
torch==2.6.0
|
| 226 |
+
jsonschema-specifications==2025.9.1
|
| 227 |
+
smart_open==7.5.1
|
| 228 |
+
colorful==0.5.8
|
| 229 |
+
verl==0.4.0.dev0
|
| 230 |
+
pycparser==3.0
|
| 231 |
+
opencensus-context==0.1.3
|
| 232 |
+
PyYAML==6.0.3
|
| 233 |
+
opentelemetry-semantic-conventions-ai==0.4.13
|
| 234 |
+
pyzmq==27.1.0
|
| 235 |
+
gpustat==1.1.1
|
| 236 |
+
depyf==0.18.0
|
| 237 |
+
certifi==2026.2.25
|
| 238 |
+
uvloop==0.22.1
|
| 239 |
+
qwen-vl-utils==0.0.14
|
| 240 |
+
huggingface_hub==0.36.2
|
| 241 |
+
email-validator==2.3.0
|
| 242 |
+
xgrammar==0.1.18
|
| 243 |
+
outlines_core==0.1.26
|
| 244 |
+
interegular==0.3.3
|
| 245 |
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pre_commit==4.5.1
|
| 246 |
+
pytest==9.0.2
|
| 247 |
+
pydantic==2.12.5
|
| 248 |
+
fastapi==0.135.3
|
| 249 |
+
nvidia-ml-py==13.595.45
|
| 250 |
+
fastapi-cloud-cli==0.16.0
|
| 251 |
+
nvidia-cublas-cu12==12.4.5.8
|
| 252 |
+
nvidia-curand-cu12==10.3.5.147
|
| 253 |
+
mdurl==0.1.2
|
| 254 |
+
vllm==0.8.5.post1
|
| 255 |
+
httpcore==1.0.9
|
| 256 |
+
jaraco.functools==4.4.0
|
| 257 |
+
zipp==3.23.0
|
| 258 |
+
more-itertools==10.8.0
|
| 259 |
+
backports.tarfile==1.2.0
|
| 260 |
+
jaraco.context==6.1.0
|
| 261 |
+
wheel==0.46.3
|
| 262 |
+
autocommand==2.2.2
|
| 263 |
+
importlib_metadata==8.7.1
|
| 264 |
+
tomli==2.4.0
|
| 265 |
+
platformdirs==4.4.0
|
| 266 |
+
jaraco.text==4.0.0
|
| 267 |
+
packaging==26.0
|
artifacts/wandb/offline-run-20260419_034658-jg5jjic9/logs/debug-core.log
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|
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artifacts/wandb/offline-run-20260419_034658-jg5jjic9/logs/debug-internal.log
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|
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{"time":"2026-04-19T03:46:58.538991122Z","level":"INFO","msg":"wandb-core"}
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{"time":"2026-04-19T03:46:58.751671923Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
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artifacts/wandb/offline-run-20260419_034658-jg5jjic9/logs/debug.log
ADDED
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
| 1 |
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2026-04-19 03:46:58,276 INFO MainThread:529396 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1
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2026-04-19 03:46:58,276 INFO MainThread:529396 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260419_034658-jg5jjic9/logs/debug.log
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| 5 |
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2026-04-19 03:46:58,276 INFO MainThread:529396 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260419_034658-jg5jjic9/logs/debug-internal.log
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| 6 |
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2026-04-19 03:46:58,276 INFO MainThread:529396 [wandb_init.py:init():844] calling init triggers
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| 7 |
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2026-04-19 03:46:58,276 INFO MainThread:529396 [wandb_init.py:init():849] wandb.init called with sweep_config: {}
|
| 8 |
+
config: {'data': {'tokenizer': None, 'use_shm': False, 'train_files': '/data/home/azanette/DSGRPO/assets/dapo17k_math/train.parquet', 'val_files': ['/data/home/azanette/DSGRPO/assets/math500/test.parquet', '/data/home/azanette/DSGRPO/assets/aime24/test.parquet', '/data/home/azanette/DSGRPO/assets/aime25/test.parquet'], 'prompt_key': 'prompt', 'reward_fn_key': 'data_source', 'max_prompt_length': 1024, 'max_response_length': 2048, 'train_batch_size': 64, 'val_batch_size': None, 'return_raw_input_ids': False, 'return_raw_chat': False, 'return_full_prompt': False, 'shuffle': True, 'validation_shuffle': False, 'filter_overlong_prompts': True, 'filter_overlong_prompts_workers': 1, 'truncation': 'error', 'apply_chat_template': True, 'image_key': 'images', 'video_key': 'videos', 'trust_remote_code': False, 'custom_cls': {'path': None, 'name': None}, 'seed': 101}, 'resume_training_parameters': {'dataloader_local_path': None, 'resume_global_steps': None, 'wandb_id_to_resume': None}, 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False, 'tokenizer_path': '/data/home/azanette/DSGRPO/assets/Qwen2.5-Math-1.5B', 'override_config': {}, 'external_lib': None, 'enable_gradient_checkpointing': True, 'enable_activation_offload': False, 'use_remove_padding': False, 'trust_remote_code': False, 'fsdp_config': {'param_offload': False, 'optimizer_offload': False, 'offload_policy': False, 'reshard_after_forward': True, 'wrap_policy': {'min_num_params': 0}, 'fsdp_size': -1, 'forward_prefetch': False}, 'lora_rank': 0, 'lora_alpha': 16, 'target_modules': 'all-linear'}, 'ppo_mini_batch_size': 64, 'ppo_micro_batch_size': None, 'ppo_micro_batch_size_per_gpu': None, 'forward_micro_batch_size': None, 'forward_micro_batch_size_per_gpu': None, 'use_dynamic_bsz': False, 'ppo_max_token_len_per_gpu': 32768, 'forward_max_token_len_per_gpu': 32768, 'ulysses_sequence_parallel_size': 1, 'ppo_epochs': 1, 'shuffle': False, 'grad_clip': 1.0, 'cliprange_value': 0.5, 'loss_agg_mode': 'token-mean', 'checkpoint': {'save_contents': ['model', 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2026-04-19 03:46:58,276 INFO MainThread:529396 [wandb_init.py:init():892] starting backend
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| 11 |
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2026-04-19 03:46:58,536 INFO MainThread:529396 [wandb_init.py:init():903] backend started and connected
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| 12 |
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| 14 |
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2026-04-19 03:46:58,755 INFO MainThread:529396 [wandb_init.py:init():1042] starting run threads in backend
|
| 15 |
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2026-04-19 03:46:58,980 INFO MainThread:529396 [wandb_run.py:_console_start():2524] atexit reg
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| 16 |
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2026-04-19 03:46:58,981 INFO MainThread:529396 [wandb_run.py:_redirect():2373] redirect: wrap_raw
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2026-04-19 03:46:58,981 INFO MainThread:529396 [wandb_run.py:_redirect():2442] Wrapping output streams.
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| 18 |
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2026-04-19 03:46:58,981 INFO MainThread:529396 [wandb_run.py:_redirect():2465] Redirects installed.
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2026-04-19 03:46:58,986 INFO MainThread:529396 [wandb_init.py:init():1082] run started, returning control to user process
|
artifacts/wandb/offline-run-20260419_034658-jg5jjic9/run-jg5jjic9.wandb
ADDED
|
Binary file (32.8 kB). View file
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artifacts/wandb/offline-run-20260419_035112-s51vsn9d/files/requirements.txt
ADDED
|
@@ -0,0 +1,267 @@
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|
| 1 |
+
verl==0.4.0.dev0
|
| 2 |
+
colorama==0.4.6
|
| 3 |
+
psutil==7.2.2
|
| 4 |
+
verl==0.4.0.dev0
|
| 5 |
+
PyYAML==6.0.3
|
| 6 |
+
huggingface_hub==0.36.2
|
| 7 |
+
charset-normalizer==3.4.7
|
| 8 |
+
httpcore==1.0.9
|
| 9 |
+
anyio==4.13.0
|
| 10 |
+
certifi==2026.2.25
|
| 11 |
+
typer==0.24.1
|
| 12 |
+
hf-xet==1.4.3
|
| 13 |
+
h11==0.16.0
|
| 14 |
+
click==8.3.2
|
| 15 |
+
packaging==26.1
|
| 16 |
+
markdown-it-py==4.0.0
|
| 17 |
+
exceptiongroup==1.3.1
|
| 18 |
+
rich==15.0.0
|
| 19 |
+
fsspec==2026.3.0
|
| 20 |
+
tqdm==4.67.3
|
| 21 |
+
urllib3==2.6.3
|
| 22 |
+
httpx==0.28.1
|
| 23 |
+
filelock==3.28.0
|
| 24 |
+
idna==3.11
|
| 25 |
+
shellingham==1.5.4
|
| 26 |
+
mdurl==0.1.2
|
| 27 |
+
typing_extensions==4.15.0
|
| 28 |
+
requests==2.33.1
|
| 29 |
+
annotated-doc==0.0.4
|
| 30 |
+
Pygments==2.20.0
|
| 31 |
+
attrs==26.1.0
|
| 32 |
+
pydantic-extra-types==2.11.2
|
| 33 |
+
rignore==0.7.6
|
| 34 |
+
smmap==5.0.3
|
| 35 |
+
msgpack==1.1.2
|
| 36 |
+
pyarrow==23.0.1
|
| 37 |
+
tokenizers==0.22.2
|
| 38 |
+
dnspython==2.8.0
|
| 39 |
+
filelock==3.25.2
|
| 40 |
+
propcache==0.4.1
|
| 41 |
+
watchfiles==1.1.1
|
| 42 |
+
pandas==2.3.3
|
| 43 |
+
shellingham==1.5.4
|
| 44 |
+
nvidia-cudnn-cu12==9.1.0.70
|
| 45 |
+
GitPython==3.1.46
|
| 46 |
+
typer==0.24.1
|
| 47 |
+
nvidia-cusparse-cu12==12.3.1.170
|
| 48 |
+
llguidance==0.7.30
|
| 49 |
+
python-multipart==0.0.24
|
| 50 |
+
nodeenv==1.10.0
|
| 51 |
+
jiter==0.13.0
|
| 52 |
+
opentelemetry-semantic-conventions==0.61b0
|
| 53 |
+
networkx==3.4.2
|
| 54 |
+
antlr4-python3-runtime==4.9.3
|
| 55 |
+
opencv-python==4.13.0.92
|
| 56 |
+
opentelemetry-exporter-otlp-proto-grpc==1.26.0
|
| 57 |
+
typing_extensions==4.15.0
|
| 58 |
+
pillow==12.2.0
|
| 59 |
+
websockets==16.0
|
| 60 |
+
cfgv==3.5.0
|
| 61 |
+
distro==1.9.0
|
| 62 |
+
accelerate==1.13.0
|
| 63 |
+
tzdata==2026.1
|
| 64 |
+
sniffio==1.3.1
|
| 65 |
+
numpy==2.2.6
|
| 66 |
+
xxhash==3.6.0
|
| 67 |
+
py-cpuinfo==9.0.0
|
| 68 |
+
nvidia-cuda-cupti-cu12==12.4.127
|
| 69 |
+
opentelemetry-exporter-otlp-proto-common==1.26.0
|
| 70 |
+
platformdirs==4.9.4
|
| 71 |
+
pydantic-settings==2.13.1
|
| 72 |
+
distlib==0.4.0
|
| 73 |
+
markdown-it-py==4.0.0
|
| 74 |
+
nest-asyncio==1.6.0
|
| 75 |
+
orjson==3.11.8
|
| 76 |
+
python-discovery==1.2.1
|
| 77 |
+
cryptography==46.0.6
|
| 78 |
+
prometheus-fastapi-instrumentator==7.1.0
|
| 79 |
+
sentencepiece==0.2.1
|
| 80 |
+
opencv-fixer==0.2.5
|
| 81 |
+
opentelemetry-exporter-prometheus==0.61b0
|
| 82 |
+
aiohappyeyeballs==2.6.1
|
| 83 |
+
hf_transfer==0.1.9
|
| 84 |
+
partial-json-parser==0.2.1.1.post7
|
| 85 |
+
multiprocess==0.70.19
|
| 86 |
+
importlib_metadata==8.0.0
|
| 87 |
+
latex2sympy2_extended==1.11.0
|
| 88 |
+
opentelemetry-proto==1.26.0
|
| 89 |
+
pylatexenc==2.10
|
| 90 |
+
nvidia-cusolver-cu12==11.6.1.9
|
| 91 |
+
av==17.0.0
|
| 92 |
+
MarkupSafe==3.0.3
|
| 93 |
+
safetensors==0.7.0
|
| 94 |
+
jsonschema==4.26.0
|
| 95 |
+
opencensus==0.11.4
|
| 96 |
+
cuda-pathfinder==1.5.2
|
| 97 |
+
hf-xet==1.4.3
|
| 98 |
+
google-auth==2.49.1
|
| 99 |
+
outlines==0.1.11
|
| 100 |
+
identify==2.6.18
|
| 101 |
+
nvidia-nvjitlink-cu12==12.4.127
|
| 102 |
+
async-timeout==5.0.1
|
| 103 |
+
httpx==0.28.1
|
| 104 |
+
grpcio==1.80.0
|
| 105 |
+
nvidia-cufft-cu12==11.2.1.3
|
| 106 |
+
mpmath==1.3.0
|
| 107 |
+
iniconfig==2.3.0
|
| 108 |
+
python-dotenv==1.2.2
|
| 109 |
+
pip==26.0.1
|
| 110 |
+
setuptools==80.10.2
|
| 111 |
+
lm-format-enforcer==0.10.12
|
| 112 |
+
wrapt==2.1.2
|
| 113 |
+
anyio==4.13.0
|
| 114 |
+
mistral_common==1.11.0
|
| 115 |
+
tqdm==4.67.3
|
| 116 |
+
mathruler==0.1.0
|
| 117 |
+
openai==2.30.0
|
| 118 |
+
dill==0.4.1
|
| 119 |
+
aiosignal==1.4.0
|
| 120 |
+
virtualenv==21.2.0
|
| 121 |
+
wcwidth==0.6.0
|
| 122 |
+
nvidia-cuda-runtime-cu12==12.4.127
|
| 123 |
+
sympy==1.13.1
|
| 124 |
+
scipy==1.15.3
|
| 125 |
+
math-verify==0.9.0
|
| 126 |
+
wandb==0.25.1
|
| 127 |
+
referencing==0.37.0
|
| 128 |
+
airportsdata==20260315
|
| 129 |
+
opencv-python-headless==4.13.0.92
|
| 130 |
+
annotated-doc==0.0.4
|
| 131 |
+
datasets==4.8.4
|
| 132 |
+
pyext==0.7
|
| 133 |
+
opentelemetry-sdk==1.40.0
|
| 134 |
+
hydra-core==1.3.2
|
| 135 |
+
nvidia-nccl-cu12==2.21.5
|
| 136 |
+
idna==3.11
|
| 137 |
+
blessed==1.33.0
|
| 138 |
+
charset-normalizer==3.4.7
|
| 139 |
+
transformers==4.56.0
|
| 140 |
+
fastapi-cli==0.0.24
|
| 141 |
+
pyasn1==0.6.3
|
| 142 |
+
h11==0.16.0
|
| 143 |
+
tomli==2.4.1
|
| 144 |
+
wheel==0.46.3
|
| 145 |
+
opentelemetry-exporter-otlp==1.26.0
|
| 146 |
+
prometheus_client==0.24.1
|
| 147 |
+
nvidia-nvtx-cu12==12.4.127
|
| 148 |
+
googleapis-common-protos==1.74.0
|
| 149 |
+
annotated-types==0.7.0
|
| 150 |
+
nvidia-cusparselt-cu12==0.6.2
|
| 151 |
+
compressed-tensors==0.9.3
|
| 152 |
+
rich-toolkit==0.19.7
|
| 153 |
+
codetiming==1.4.0
|
| 154 |
+
omegaconf==2.3.0
|
| 155 |
+
regex==2026.4.4
|
| 156 |
+
proto-plus==1.27.2
|
| 157 |
+
requests==2.33.1
|
| 158 |
+
torchdata==0.11.0
|
| 159 |
+
google-api-core==2.30.2
|
| 160 |
+
opentelemetry-exporter-otlp-proto-http==1.26.0
|
| 161 |
+
Pygments==2.20.0
|
| 162 |
+
rich==14.3.3
|
| 163 |
+
urllib3==2.6.3
|
| 164 |
+
opentelemetry-api==1.40.0
|
| 165 |
+
Deprecated==1.3.1
|
| 166 |
+
pydantic_core==2.41.5
|
| 167 |
+
six==1.17.0
|
| 168 |
+
packaging==26.0
|
| 169 |
+
exceptiongroup==1.3.1
|
| 170 |
+
cupy-cuda12x==14.0.1
|
| 171 |
+
tensordict==0.6.2
|
| 172 |
+
torchaudio==2.6.0
|
| 173 |
+
torchvision==0.21.0
|
| 174 |
+
pytz==2026.1.post1
|
| 175 |
+
frozenlist==1.8.0
|
| 176 |
+
starlette==0.52.1
|
| 177 |
+
ninja==1.13.0
|
| 178 |
+
numba==0.61.2
|
| 179 |
+
llvmlite==0.44.0
|
| 180 |
+
ruff==0.15.9
|
| 181 |
+
tiktoken==0.12.0
|
| 182 |
+
aiohttp-cors==0.8.1
|
| 183 |
+
python-json-logger==4.1.0
|
| 184 |
+
click==8.3.2
|
| 185 |
+
Jinja2==3.1.6
|
| 186 |
+
pycountry==26.2.16
|
| 187 |
+
httptools==0.7.1
|
| 188 |
+
typing-inspection==0.4.2
|
| 189 |
+
peft==0.17.0
|
| 190 |
+
gitdb==4.0.12
|
| 191 |
+
pybind11==3.0.3
|
| 192 |
+
psutil==7.2.2
|
| 193 |
+
fastar==0.9.0
|
| 194 |
+
py-spy==0.4.1
|
| 195 |
+
xformers==0.0.29.post2
|
| 196 |
+
nvidia-cuda-nvrtc-cu12==12.4.127
|
| 197 |
+
protobuf==4.25.9
|
| 198 |
+
cffi==2.0.0
|
| 199 |
+
einops==0.8.2
|
| 200 |
+
optree==0.19.0
|
| 201 |
+
yarl==1.23.0
|
| 202 |
+
diskcache==5.6.3
|
| 203 |
+
astor==0.8.1
|
| 204 |
+
flash_attn==2.7.4.post1
|
| 205 |
+
python-dateutil==2.9.0.post0
|
| 206 |
+
triton==3.2.0
|
| 207 |
+
sentry-sdk==2.57.0
|
| 208 |
+
msgspec==0.20.0
|
| 209 |
+
pluggy==1.6.0
|
| 210 |
+
pyasn1_modules==0.4.2
|
| 211 |
+
liger_kernel==0.7.0
|
| 212 |
+
multidict==6.7.1
|
| 213 |
+
ray==2.54.1
|
| 214 |
+
gguf==0.18.0
|
| 215 |
+
blake3==1.0.8
|
| 216 |
+
cachetools==7.0.5
|
| 217 |
+
cloudpickle==3.1.2
|
| 218 |
+
zipp==3.23.0
|
| 219 |
+
flashinfer-python==0.2.2.post1+cu124torch2.6
|
| 220 |
+
uvicorn==0.44.0
|
| 221 |
+
aiohttp==3.13.5
|
| 222 |
+
lark==1.2.2
|
| 223 |
+
rpds-py==0.30.0
|
| 224 |
+
fsspec==2026.2.0
|
| 225 |
+
torch==2.6.0
|
| 226 |
+
jsonschema-specifications==2025.9.1
|
| 227 |
+
smart_open==7.5.1
|
| 228 |
+
colorful==0.5.8
|
| 229 |
+
verl==0.4.0.dev0
|
| 230 |
+
pycparser==3.0
|
| 231 |
+
opencensus-context==0.1.3
|
| 232 |
+
PyYAML==6.0.3
|
| 233 |
+
opentelemetry-semantic-conventions-ai==0.4.13
|
| 234 |
+
pyzmq==27.1.0
|
| 235 |
+
gpustat==1.1.1
|
| 236 |
+
depyf==0.18.0
|
| 237 |
+
certifi==2026.2.25
|
| 238 |
+
uvloop==0.22.1
|
| 239 |
+
qwen-vl-utils==0.0.14
|
| 240 |
+
huggingface_hub==0.36.2
|
| 241 |
+
email-validator==2.3.0
|
| 242 |
+
xgrammar==0.1.18
|
| 243 |
+
outlines_core==0.1.26
|
| 244 |
+
interegular==0.3.3
|
| 245 |
+
pre_commit==4.5.1
|
| 246 |
+
pytest==9.0.2
|
| 247 |
+
pydantic==2.12.5
|
| 248 |
+
fastapi==0.135.3
|
| 249 |
+
nvidia-ml-py==13.595.45
|
| 250 |
+
fastapi-cloud-cli==0.16.0
|
| 251 |
+
nvidia-cublas-cu12==12.4.5.8
|
| 252 |
+
nvidia-curand-cu12==10.3.5.147
|
| 253 |
+
mdurl==0.1.2
|
| 254 |
+
vllm==0.8.5.post1
|
| 255 |
+
httpcore==1.0.9
|
| 256 |
+
jaraco.functools==4.4.0
|
| 257 |
+
zipp==3.23.0
|
| 258 |
+
more-itertools==10.8.0
|
| 259 |
+
backports.tarfile==1.2.0
|
| 260 |
+
jaraco.context==6.1.0
|
| 261 |
+
wheel==0.46.3
|
| 262 |
+
autocommand==2.2.2
|
| 263 |
+
importlib_metadata==8.7.1
|
| 264 |
+
tomli==2.4.0
|
| 265 |
+
platformdirs==4.4.0
|
| 266 |
+
jaraco.text==4.0.0
|
| 267 |
+
packaging==26.0
|
artifacts/wandb/offline-run-20260419_035112-s51vsn9d/logs/debug-core.log
ADDED
|
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| 1 |
+
{"time":"2026-04-19T03:51:12.693810949Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/dg_azanette_4567_005/tmp/tmpga00qo4j/port-555562.txt","pid":555562,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
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|
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| 5 |
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{"time":"2026-04-19T03:51:12.881725012Z","level":"INFO","msg":"handleInformInit: received","streamId":"s51vsn9d","id":"1(@)"}
|
| 6 |
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{"time":"2026-04-19T03:51:13.097807135Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"s51vsn9d","id":"1(@)"}
|
artifacts/wandb/offline-run-20260419_035112-s51vsn9d/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,9 @@
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|
| 1 |
+
{"time":"2026-04-19T03:51:12.882509705Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
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{"time":"2026-04-19T03:51:12.88251936Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"}
|
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{"time":"2026-04-19T03:51:13.096308983Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
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{"time":"2026-04-19T03:51:13.096379609Z","level":"INFO","msg":"stream: created new stream","id":"s51vsn9d"}
|
| 5 |
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{"time":"2026-04-19T03:51:13.096429703Z","level":"INFO","msg":"handler: started"}
|
| 6 |
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{"time":"2026-04-19T03:51:13.097800973Z","level":"INFO","msg":"stream: started"}
|
| 7 |
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{"time":"2026-04-19T03:51:13.097850234Z","level":"INFO","msg":"sender: started"}
|
| 8 |
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{"time":"2026-04-19T03:51:13.097848679Z","level":"INFO","msg":"writer: started","stream_id":"s51vsn9d"}
|
| 9 |
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{"time":"2026-04-19T03:51:13.098391479Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
artifacts/wandb/offline-run-20260419_035112-s51vsn9d/logs/debug.log
ADDED
|
@@ -0,0 +1,19 @@
|
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|
| 1 |
+
2026-04-19 03:51:12,625 INFO MainThread:555562 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1
|
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2026-04-19 03:51:12,625 INFO MainThread:555562 [wandb_setup.py:_flush():81] Configure stats pid to 555562
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2026-04-19 03:51:12,625 INFO MainThread:555562 [wandb_setup.py:_flush():81] Loading settings from environment variables
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| 4 |
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2026-04-19 03:51:12,625 INFO MainThread:555562 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260419_035112-s51vsn9d/logs/debug.log
|
| 5 |
+
2026-04-19 03:51:12,625 INFO MainThread:555562 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260419_035112-s51vsn9d/logs/debug-internal.log
|
| 6 |
+
2026-04-19 03:51:12,625 INFO MainThread:555562 [wandb_init.py:init():844] calling init triggers
|
| 7 |
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2026-04-19 03:51:12,626 INFO MainThread:555562 [wandb_init.py:init():849] wandb.init called with sweep_config: {}
|
| 8 |
+
config: {'data': {'tokenizer': None, 'use_shm': False, 'train_files': '/data/home/azanette/DSGRPO/assets/dapo17k_math/train.parquet', 'val_files': ['/data/home/azanette/DSGRPO/assets/math500/test.parquet', '/data/home/azanette/DSGRPO/assets/aime24/test.parquet', '/data/home/azanette/DSGRPO/assets/aime25/test.parquet', '/data/home/azanette/DSGRPO/assets/olympiadbench/test.parquet', '/data/home/azanette/DSGRPO/assets/amc23/test.parquet'], 'prompt_key': 'prompt', 'reward_fn_key': 'data_source', 'max_prompt_length': 1024, 'max_response_length': 2048, 'train_batch_size': 64, 'val_batch_size': None, 'return_raw_input_ids': False, 'return_raw_chat': False, 'return_full_prompt': False, 'shuffle': True, 'validation_shuffle': False, 'filter_overlong_prompts': True, 'filter_overlong_prompts_workers': 1, 'truncation': 'error', 'apply_chat_template': True, 'image_key': 'images', 'video_key': 'videos', 'trust_remote_code': False, 'custom_cls': {'path': None, 'name': None}, 'seed': 101}, 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'clip_ratio_high': 0.2, 'policy_loss': {'loss_mode': 'vanilla', 'clip_cov_ratio': 0.0002, 'clip_cov_lb': 1.0, 'clip_cov_ub': 5.0, 'kl_cov_ratio': 0.0002, 'ppo_kl_coef': 0.1}, 'clip_ratio_c': 3.0, 'loss_agg_mode': 'token-mean', 'entropy_coeff': 0, 'use_kl_loss': False, 'use_torch_compile': True, 'kl_loss_coef': 0.001, 'kl_loss_type': 'low_var_kl', 'ppo_epochs': 1, 'shuffle': False, 'ulysses_sequence_parallel_size': 1, 'entropy_from_logits_with_chunking': False, 'entropy_checkpointing': False, 'checkpoint': {'save_contents': ['model', 'optimizer', 'extra'], 'load_contents': ['model', 'optimizer', 'extra']}, 'optim': {'lr': 1e-06, 'lr_warmup_steps': -1, 'lr_warmup_steps_ratio': 0.0, 'min_lr_ratio': 0.0, 'num_cycles': 0.5, 'warmup_style': 'constant', 'total_training_steps': 602, 'weight_decay': 0.01}, 'fsdp_config': {'wrap_policy': {'min_num_params': 0}, 'param_offload': False, 'optimizer_offload': False, 'offload_policy': False, 'reshard_after_forward': True, 'fsdp_size': -1, 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'max_num_batched_tokens': 8192, 'max_model_len': None, 'max_num_seqs': 1024, 'log_prob_micro_batch_size': None, 'log_prob_micro_batch_size_per_gpu': 4, 'log_prob_use_dynamic_bsz': False, 'log_prob_max_token_len_per_gpu': 16384, 'disable_log_stats': True, 'enable_chunked_prefill': True, 'do_sample': True, 'n': 8, 'engine_kwargs': {'vllm': {'swap_space': None, 'disable_mm_preprocessor_cache': False}, 'sglang': {'attention_backend': None}}, 'val_kwargs': {'top_k': -1, 'top_p': 1.0, 'temperature': 0.7, 'n': 128, 'do_sample': True, 'gen_batch_size': None}, 'multi_turn': {'enable': False, 'max_turns': None, 'tool_config_path': None, 'completion_callback': None, 'use_inference_chat_template': False, 'enable_tokenization_sanity_check': True}, 'calculate_log_probs': False, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}}, 'critic': {'rollout_n': 8, 'strategy': 'fsdp', 'optim': {'lr': 1e-05, 'lr_warmup_steps_ratio': 0.0, 'min_lr_ratio': None, 'warmup_style': 'constant', 'total_training_steps': 602, 'weight_decay': 0.01}, 'model': {'path': '~/models/deepseek-llm-7b-chat', 'use_shm': False, 'tokenizer_path': '/data/home/azanette/DSGRPO/assets/Qwen2.5-Math-1.5B', 'override_config': {}, 'external_lib': None, 'enable_gradient_checkpointing': True, 'enable_activation_offload': False, 'use_remove_padding': False, 'trust_remote_code': False, 'fsdp_config': {'param_offload': False, 'optimizer_offload': False, 'offload_policy': False, 'reshard_after_forward': True, 'wrap_policy': {'min_num_params': 0}, 'fsdp_size': -1, 'forward_prefetch': False}, 'lora_rank': 0, 'lora_alpha': 16, 'target_modules': 'all-linear'}, 'ppo_mini_batch_size': 64, 'ppo_micro_batch_size': None, 'ppo_micro_batch_size_per_gpu': None, 'forward_micro_batch_size': None, 'forward_micro_batch_size_per_gpu': None, 'use_dynamic_bsz': False, 'ppo_max_token_len_per_gpu': 32768, 'forward_max_token_len_per_gpu': 32768, 'ulysses_sequence_parallel_size': 1, 'ppo_epochs': 1, 'shuffle': False, 'grad_clip': 1.0, 'cliprange_value': 0.5, 'loss_agg_mode': 'token-mean', 'checkpoint': {'save_contents': ['model', 'optimizer', 'extra'], 'load_contents': ['model', 'optimizer', 'extra']}, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}, 'reward_model': {'enable': False, 'strategy': 'fsdp', 'model': {'input_tokenizer': '/data/home/azanette/DSGRPO/assets/Qwen2.5-Math-1.5B', 'path': '~/models/FsfairX-LLaMA3-RM-v0.1', 'use_shm': False, 'external_lib': None, 'use_remove_padding': False, 'use_fused_kernels': False, 'trust_remote_code': False, 'fsdp_config': {'wrap_policy': {'min_num_params': 0}, 'param_offload': False, 'reshard_after_forward': True, 'fsdp_size': -1, 'forward_prefetch': False}}, 'micro_batch_size': None, 'micro_batch_size_per_gpu': None, 'max_length': None, 'ulysses_sequence_parallel_size': 1, 'use_dynamic_bsz': False, 'forward_max_token_len_per_gpu': 32768, 'reward_manager': 'multi_thread', 'launch_reward_fn_async': False, 'sandbox_fusion': {'url': None, 'max_concurrent': 64}, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}, 'reward_kwargs': {'num_reward_actors': 32}}, 'custom_reward_function': {'path': None, 'name': 'compute_score'}, 'algorithm': {'gamma': 1.0, 'lam': 1.0, 'adv_estimator': 'differential_smoothing', 'norm_adv_by_std_in_grpo': True, 'pass_k': 1, 'advantage_type': 'grpo', 'use_kl_in_reward': True, 'truncate_order': 16, 'kl_penalty': 'kl', 'kl_ctrl': {'type': 'fixed', 'kl_coef': 0.0, 'horizon': 10000, 'target_kl': 0.1}, 'use_pf_ppo': False, 'pf_ppo': {'reweight_method': 'pow', 'weight_pow': 2.0}, 'correct_sample_log_prob_coef': 0.05, 'incorrect_sample_log_prob_coef': 0.05}, 'trainer': {'balance_batch': False, 'total_epochs': 30, 'total_training_steps': 602, 'profile_steps': None, 'controller_nsight_options': {'trace': 'cuda,nvtx,cublas,ucx', 'cuda-memory-usage': 'true', 'cuda-graph-trace': 'graph'}, 'worker_nsight_options': {'trace': 'cuda,nvtx,cublas,ucx', 'cuda-memory-usage': 'true', 'cuda-graph-trace': 'graph', 'capture-range': 'cudaProfilerApi', 'capture-range-end': None, 'kill': 'none'}, 'project_name': 'qwen2.5-1.5b-math-dsgrpo-dapo17k', 'experiment_name': 'dsgrpo_bs64_rollout8_lr1e-6_cs0.05_is0.05_seed101', 'logger': ['console', 'wandb'], 'log_val_generations': 0, 'rollout_data_dir': None, 'validation_data_dir': None, 'nnodes': 1, 'n_gpus_per_node': 4, 'save_freq': 100, 'resume_mode': 'auto', 'resume_from_path': None, 'val_before_train': True, 'val_only': False, 'val_on_last_step': True, 'test_freq': 100, 'eval_on_last_step': True, 'critic_warmup': 0, 'default_hdfs_dir': None, 'del_local_ckpt_after_load': False, 'default_local_dir': '/data/home/azanette/DSGRPO/checkpoints/qwen2.5-1.5b-math-dsgrpo-dapo17k/dsgrpo_bs64_rollout8_lr1e-6_cs0.05_is0.05_seed101', 'max_actor_ckpt_to_keep': 3, 'max_critic_ckpt_to_keep': None, 'ray_wait_register_center_timeout': 300, 'device': 'cuda', 'enable_majority_voting': False}, 'ray_init': {'num_cpus': None, 'timeline_json_file': None, 'ray_dir': '/tmp/dg_azanette_4567_005'}, '_wandb': {}}
|
| 9 |
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2026-04-19 03:51:12,626 INFO MainThread:555562 [wandb_init.py:init():892] starting backend
|
| 10 |
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2026-04-19 03:51:12,876 INFO MainThread:555562 [wandb_init.py:init():895] sending inform_init request
|
| 11 |
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2026-04-19 03:51:12,880 INFO MainThread:555562 [wandb_init.py:init():903] backend started and connected
|
| 12 |
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2026-04-19 03:51:12,883 INFO MainThread:555562 [wandb_init.py:init():973] updated telemetry
|
| 13 |
+
2026-04-19 03:51:12,896 INFO MainThread:555562 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-04-19 03:51:13,100 INFO MainThread:555562 [wandb_init.py:init():1042] starting run threads in backend
|
| 15 |
+
2026-04-19 03:51:13,302 INFO MainThread:555562 [wandb_run.py:_console_start():2524] atexit reg
|
| 16 |
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2026-04-19 03:51:13,302 INFO MainThread:555562 [wandb_run.py:_redirect():2373] redirect: wrap_raw
|
| 17 |
+
2026-04-19 03:51:13,302 INFO MainThread:555562 [wandb_run.py:_redirect():2442] Wrapping output streams.
|
| 18 |
+
2026-04-19 03:51:13,302 INFO MainThread:555562 [wandb_run.py:_redirect():2465] Redirects installed.
|
| 19 |
+
2026-04-19 03:51:13,305 INFO MainThread:555562 [wandb_init.py:init():1082] run started, returning control to user process
|
artifacts/wandb/offline-run-20260419_035809-aiwkg78k/files/requirements.txt
ADDED
|
@@ -0,0 +1,267 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
verl==0.4.0.dev0
|
| 2 |
+
colorama==0.4.6
|
| 3 |
+
psutil==7.2.2
|
| 4 |
+
verl==0.4.0.dev0
|
| 5 |
+
PyYAML==6.0.3
|
| 6 |
+
huggingface_hub==0.36.2
|
| 7 |
+
charset-normalizer==3.4.7
|
| 8 |
+
httpcore==1.0.9
|
| 9 |
+
anyio==4.13.0
|
| 10 |
+
certifi==2026.2.25
|
| 11 |
+
typer==0.24.1
|
| 12 |
+
hf-xet==1.4.3
|
| 13 |
+
h11==0.16.0
|
| 14 |
+
click==8.3.2
|
| 15 |
+
packaging==26.1
|
| 16 |
+
markdown-it-py==4.0.0
|
| 17 |
+
exceptiongroup==1.3.1
|
| 18 |
+
rich==15.0.0
|
| 19 |
+
fsspec==2026.3.0
|
| 20 |
+
tqdm==4.67.3
|
| 21 |
+
urllib3==2.6.3
|
| 22 |
+
httpx==0.28.1
|
| 23 |
+
filelock==3.28.0
|
| 24 |
+
idna==3.11
|
| 25 |
+
shellingham==1.5.4
|
| 26 |
+
mdurl==0.1.2
|
| 27 |
+
typing_extensions==4.15.0
|
| 28 |
+
requests==2.33.1
|
| 29 |
+
annotated-doc==0.0.4
|
| 30 |
+
Pygments==2.20.0
|
| 31 |
+
attrs==26.1.0
|
| 32 |
+
pydantic-extra-types==2.11.2
|
| 33 |
+
rignore==0.7.6
|
| 34 |
+
smmap==5.0.3
|
| 35 |
+
msgpack==1.1.2
|
| 36 |
+
pyarrow==23.0.1
|
| 37 |
+
tokenizers==0.22.2
|
| 38 |
+
dnspython==2.8.0
|
| 39 |
+
filelock==3.25.2
|
| 40 |
+
propcache==0.4.1
|
| 41 |
+
watchfiles==1.1.1
|
| 42 |
+
pandas==2.3.3
|
| 43 |
+
shellingham==1.5.4
|
| 44 |
+
nvidia-cudnn-cu12==9.1.0.70
|
| 45 |
+
GitPython==3.1.46
|
| 46 |
+
typer==0.24.1
|
| 47 |
+
nvidia-cusparse-cu12==12.3.1.170
|
| 48 |
+
llguidance==0.7.30
|
| 49 |
+
python-multipart==0.0.24
|
| 50 |
+
nodeenv==1.10.0
|
| 51 |
+
jiter==0.13.0
|
| 52 |
+
opentelemetry-semantic-conventions==0.61b0
|
| 53 |
+
networkx==3.4.2
|
| 54 |
+
antlr4-python3-runtime==4.9.3
|
| 55 |
+
opencv-python==4.13.0.92
|
| 56 |
+
opentelemetry-exporter-otlp-proto-grpc==1.26.0
|
| 57 |
+
typing_extensions==4.15.0
|
| 58 |
+
pillow==12.2.0
|
| 59 |
+
websockets==16.0
|
| 60 |
+
cfgv==3.5.0
|
| 61 |
+
distro==1.9.0
|
| 62 |
+
accelerate==1.13.0
|
| 63 |
+
tzdata==2026.1
|
| 64 |
+
sniffio==1.3.1
|
| 65 |
+
numpy==2.2.6
|
| 66 |
+
xxhash==3.6.0
|
| 67 |
+
py-cpuinfo==9.0.0
|
| 68 |
+
nvidia-cuda-cupti-cu12==12.4.127
|
| 69 |
+
opentelemetry-exporter-otlp-proto-common==1.26.0
|
| 70 |
+
platformdirs==4.9.4
|
| 71 |
+
pydantic-settings==2.13.1
|
| 72 |
+
distlib==0.4.0
|
| 73 |
+
markdown-it-py==4.0.0
|
| 74 |
+
nest-asyncio==1.6.0
|
| 75 |
+
orjson==3.11.8
|
| 76 |
+
python-discovery==1.2.1
|
| 77 |
+
cryptography==46.0.6
|
| 78 |
+
prometheus-fastapi-instrumentator==7.1.0
|
| 79 |
+
sentencepiece==0.2.1
|
| 80 |
+
opencv-fixer==0.2.5
|
| 81 |
+
opentelemetry-exporter-prometheus==0.61b0
|
| 82 |
+
aiohappyeyeballs==2.6.1
|
| 83 |
+
hf_transfer==0.1.9
|
| 84 |
+
partial-json-parser==0.2.1.1.post7
|
| 85 |
+
multiprocess==0.70.19
|
| 86 |
+
importlib_metadata==8.0.0
|
| 87 |
+
latex2sympy2_extended==1.11.0
|
| 88 |
+
opentelemetry-proto==1.26.0
|
| 89 |
+
pylatexenc==2.10
|
| 90 |
+
nvidia-cusolver-cu12==11.6.1.9
|
| 91 |
+
av==17.0.0
|
| 92 |
+
MarkupSafe==3.0.3
|
| 93 |
+
safetensors==0.7.0
|
| 94 |
+
jsonschema==4.26.0
|
| 95 |
+
opencensus==0.11.4
|
| 96 |
+
cuda-pathfinder==1.5.2
|
| 97 |
+
hf-xet==1.4.3
|
| 98 |
+
google-auth==2.49.1
|
| 99 |
+
outlines==0.1.11
|
| 100 |
+
identify==2.6.18
|
| 101 |
+
nvidia-nvjitlink-cu12==12.4.127
|
| 102 |
+
async-timeout==5.0.1
|
| 103 |
+
httpx==0.28.1
|
| 104 |
+
grpcio==1.80.0
|
| 105 |
+
nvidia-cufft-cu12==11.2.1.3
|
| 106 |
+
mpmath==1.3.0
|
| 107 |
+
iniconfig==2.3.0
|
| 108 |
+
python-dotenv==1.2.2
|
| 109 |
+
pip==26.0.1
|
| 110 |
+
setuptools==80.10.2
|
| 111 |
+
lm-format-enforcer==0.10.12
|
| 112 |
+
wrapt==2.1.2
|
| 113 |
+
anyio==4.13.0
|
| 114 |
+
mistral_common==1.11.0
|
| 115 |
+
tqdm==4.67.3
|
| 116 |
+
mathruler==0.1.0
|
| 117 |
+
openai==2.30.0
|
| 118 |
+
dill==0.4.1
|
| 119 |
+
aiosignal==1.4.0
|
| 120 |
+
virtualenv==21.2.0
|
| 121 |
+
wcwidth==0.6.0
|
| 122 |
+
nvidia-cuda-runtime-cu12==12.4.127
|
| 123 |
+
sympy==1.13.1
|
| 124 |
+
scipy==1.15.3
|
| 125 |
+
math-verify==0.9.0
|
| 126 |
+
wandb==0.25.1
|
| 127 |
+
referencing==0.37.0
|
| 128 |
+
airportsdata==20260315
|
| 129 |
+
opencv-python-headless==4.13.0.92
|
| 130 |
+
annotated-doc==0.0.4
|
| 131 |
+
datasets==4.8.4
|
| 132 |
+
pyext==0.7
|
| 133 |
+
opentelemetry-sdk==1.40.0
|
| 134 |
+
hydra-core==1.3.2
|
| 135 |
+
nvidia-nccl-cu12==2.21.5
|
| 136 |
+
idna==3.11
|
| 137 |
+
blessed==1.33.0
|
| 138 |
+
charset-normalizer==3.4.7
|
| 139 |
+
transformers==4.56.0
|
| 140 |
+
fastapi-cli==0.0.24
|
| 141 |
+
pyasn1==0.6.3
|
| 142 |
+
h11==0.16.0
|
| 143 |
+
tomli==2.4.1
|
| 144 |
+
wheel==0.46.3
|
| 145 |
+
opentelemetry-exporter-otlp==1.26.0
|
| 146 |
+
prometheus_client==0.24.1
|
| 147 |
+
nvidia-nvtx-cu12==12.4.127
|
| 148 |
+
googleapis-common-protos==1.74.0
|
| 149 |
+
annotated-types==0.7.0
|
| 150 |
+
nvidia-cusparselt-cu12==0.6.2
|
| 151 |
+
compressed-tensors==0.9.3
|
| 152 |
+
rich-toolkit==0.19.7
|
| 153 |
+
codetiming==1.4.0
|
| 154 |
+
omegaconf==2.3.0
|
| 155 |
+
regex==2026.4.4
|
| 156 |
+
proto-plus==1.27.2
|
| 157 |
+
requests==2.33.1
|
| 158 |
+
torchdata==0.11.0
|
| 159 |
+
google-api-core==2.30.2
|
| 160 |
+
opentelemetry-exporter-otlp-proto-http==1.26.0
|
| 161 |
+
Pygments==2.20.0
|
| 162 |
+
rich==14.3.3
|
| 163 |
+
urllib3==2.6.3
|
| 164 |
+
opentelemetry-api==1.40.0
|
| 165 |
+
Deprecated==1.3.1
|
| 166 |
+
pydantic_core==2.41.5
|
| 167 |
+
six==1.17.0
|
| 168 |
+
packaging==26.0
|
| 169 |
+
exceptiongroup==1.3.1
|
| 170 |
+
cupy-cuda12x==14.0.1
|
| 171 |
+
tensordict==0.6.2
|
| 172 |
+
torchaudio==2.6.0
|
| 173 |
+
torchvision==0.21.0
|
| 174 |
+
pytz==2026.1.post1
|
| 175 |
+
frozenlist==1.8.0
|
| 176 |
+
starlette==0.52.1
|
| 177 |
+
ninja==1.13.0
|
| 178 |
+
numba==0.61.2
|
| 179 |
+
llvmlite==0.44.0
|
| 180 |
+
ruff==0.15.9
|
| 181 |
+
tiktoken==0.12.0
|
| 182 |
+
aiohttp-cors==0.8.1
|
| 183 |
+
python-json-logger==4.1.0
|
| 184 |
+
click==8.3.2
|
| 185 |
+
Jinja2==3.1.6
|
| 186 |
+
pycountry==26.2.16
|
| 187 |
+
httptools==0.7.1
|
| 188 |
+
typing-inspection==0.4.2
|
| 189 |
+
peft==0.17.0
|
| 190 |
+
gitdb==4.0.12
|
| 191 |
+
pybind11==3.0.3
|
| 192 |
+
psutil==7.2.2
|
| 193 |
+
fastar==0.9.0
|
| 194 |
+
py-spy==0.4.1
|
| 195 |
+
xformers==0.0.29.post2
|
| 196 |
+
nvidia-cuda-nvrtc-cu12==12.4.127
|
| 197 |
+
protobuf==4.25.9
|
| 198 |
+
cffi==2.0.0
|
| 199 |
+
einops==0.8.2
|
| 200 |
+
optree==0.19.0
|
| 201 |
+
yarl==1.23.0
|
| 202 |
+
diskcache==5.6.3
|
| 203 |
+
astor==0.8.1
|
| 204 |
+
flash_attn==2.7.4.post1
|
| 205 |
+
python-dateutil==2.9.0.post0
|
| 206 |
+
triton==3.2.0
|
| 207 |
+
sentry-sdk==2.57.0
|
| 208 |
+
msgspec==0.20.0
|
| 209 |
+
pluggy==1.6.0
|
| 210 |
+
pyasn1_modules==0.4.2
|
| 211 |
+
liger_kernel==0.7.0
|
| 212 |
+
multidict==6.7.1
|
| 213 |
+
ray==2.54.1
|
| 214 |
+
gguf==0.18.0
|
| 215 |
+
blake3==1.0.8
|
| 216 |
+
cachetools==7.0.5
|
| 217 |
+
cloudpickle==3.1.2
|
| 218 |
+
zipp==3.23.0
|
| 219 |
+
flashinfer-python==0.2.2.post1+cu124torch2.6
|
| 220 |
+
uvicorn==0.44.0
|
| 221 |
+
aiohttp==3.13.5
|
| 222 |
+
lark==1.2.2
|
| 223 |
+
rpds-py==0.30.0
|
| 224 |
+
fsspec==2026.2.0
|
| 225 |
+
torch==2.6.0
|
| 226 |
+
jsonschema-specifications==2025.9.1
|
| 227 |
+
smart_open==7.5.1
|
| 228 |
+
colorful==0.5.8
|
| 229 |
+
verl==0.4.0.dev0
|
| 230 |
+
pycparser==3.0
|
| 231 |
+
opencensus-context==0.1.3
|
| 232 |
+
PyYAML==6.0.3
|
| 233 |
+
opentelemetry-semantic-conventions-ai==0.4.13
|
| 234 |
+
pyzmq==27.1.0
|
| 235 |
+
gpustat==1.1.1
|
| 236 |
+
depyf==0.18.0
|
| 237 |
+
certifi==2026.2.25
|
| 238 |
+
uvloop==0.22.1
|
| 239 |
+
qwen-vl-utils==0.0.14
|
| 240 |
+
huggingface_hub==0.36.2
|
| 241 |
+
email-validator==2.3.0
|
| 242 |
+
xgrammar==0.1.18
|
| 243 |
+
outlines_core==0.1.26
|
| 244 |
+
interegular==0.3.3
|
| 245 |
+
pre_commit==4.5.1
|
| 246 |
+
pytest==9.0.2
|
| 247 |
+
pydantic==2.12.5
|
| 248 |
+
fastapi==0.135.3
|
| 249 |
+
nvidia-ml-py==13.595.45
|
| 250 |
+
fastapi-cloud-cli==0.16.0
|
| 251 |
+
nvidia-cublas-cu12==12.4.5.8
|
| 252 |
+
nvidia-curand-cu12==10.3.5.147
|
| 253 |
+
mdurl==0.1.2
|
| 254 |
+
vllm==0.8.5.post1
|
| 255 |
+
httpcore==1.0.9
|
| 256 |
+
jaraco.functools==4.4.0
|
| 257 |
+
zipp==3.23.0
|
| 258 |
+
more-itertools==10.8.0
|
| 259 |
+
backports.tarfile==1.2.0
|
| 260 |
+
jaraco.context==6.1.0
|
| 261 |
+
wheel==0.46.3
|
| 262 |
+
autocommand==2.2.2
|
| 263 |
+
importlib_metadata==8.7.1
|
| 264 |
+
tomli==2.4.0
|
| 265 |
+
platformdirs==4.4.0
|
| 266 |
+
jaraco.text==4.0.0
|
| 267 |
+
packaging==26.0
|
artifacts/wandb/offline-run-20260419_035809-aiwkg78k/logs/debug-core.log
ADDED
|
@@ -0,0 +1,6 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-19T03:58:09.565474344Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/dg_azanette_22000/tmp/tmpd0urs0b0/port-566957.txt","pid":566957,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
|
| 2 |
+
{"time":"2026-04-19T03:58:09.566189768Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":566957}
|
| 3 |
+
{"time":"2026-04-19T03:58:09.566191988Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/dg_azanette_22000/tmp/wandb-566957-584625-1681048160/socket","Net":"unix"}}
|
| 4 |
+
{"time":"2026-04-19T03:58:09.748484967Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
|
| 5 |
+
{"time":"2026-04-19T03:58:09.756053037Z","level":"INFO","msg":"handleInformInit: received","streamId":"aiwkg78k","id":"1(@)"}
|
| 6 |
+
{"time":"2026-04-19T03:58:09.968505063Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"aiwkg78k","id":"1(@)"}
|
artifacts/wandb/offline-run-20260419_035809-aiwkg78k/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-19T03:58:09.75707338Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-04-19T03:58:09.75708672Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"}
|
| 3 |
+
{"time":"2026-04-19T03:58:09.967468574Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-04-19T03:58:09.967533423Z","level":"INFO","msg":"stream: created new stream","id":"aiwkg78k"}
|
| 5 |
+
{"time":"2026-04-19T03:58:09.96757458Z","level":"INFO","msg":"handler: started"}
|
| 6 |
+
{"time":"2026-04-19T03:58:09.968496929Z","level":"INFO","msg":"stream: started"}
|
| 7 |
+
{"time":"2026-04-19T03:58:09.968530459Z","level":"INFO","msg":"sender: started"}
|
| 8 |
+
{"time":"2026-04-19T03:58:09.968527232Z","level":"INFO","msg":"writer: started","stream_id":"aiwkg78k"}
|
| 9 |
+
{"time":"2026-04-19T03:58:09.969449841Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
artifacts/wandb/offline-run-20260419_035809-aiwkg78k/logs/debug.log
ADDED
|
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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| 1 |
+
2026-04-19 03:58:09,499 INFO MainThread:566957 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1
|
| 2 |
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2026-04-19 03:58:09,500 INFO MainThread:566957 [wandb_setup.py:_flush():81] Configure stats pid to 566957
|
| 3 |
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2026-04-19 03:58:09,500 INFO MainThread:566957 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-04-19 03:58:09,500 INFO MainThread:566957 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260419_035809-aiwkg78k/logs/debug.log
|
| 5 |
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2026-04-19 03:58:09,500 INFO MainThread:566957 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260419_035809-aiwkg78k/logs/debug-internal.log
|
| 6 |
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2026-04-19 03:58:09,500 INFO MainThread:566957 [wandb_init.py:init():844] calling init triggers
|
| 7 |
+
2026-04-19 03:58:09,500 INFO MainThread:566957 [wandb_init.py:init():849] wandb.init called with sweep_config: {}
|
| 8 |
+
config: {'data': {'tokenizer': None, 'use_shm': False, 'train_files': '/data/home/azanette/DSGRPO/assets/dapo17k_math/train.parquet', 'val_files': ['/data/home/azanette/DSGRPO/assets/math500/test.parquet', '/data/home/azanette/DSGRPO/assets/aime24/test.parquet', '/data/home/azanette/DSGRPO/assets/aime25/test.parquet', '/data/home/azanette/DSGRPO/assets/olympiadbench/test.parquet', '/data/home/azanette/DSGRPO/assets/amc23/test.parquet'], 'prompt_key': 'prompt', 'reward_fn_key': 'data_source', 'max_prompt_length': 1024, 'max_response_length': 2048, 'train_batch_size': 64, 'val_batch_size': None, 'return_raw_input_ids': False, 'return_raw_chat': False, 'return_full_prompt': False, 'shuffle': True, 'validation_shuffle': False, 'filter_overlong_prompts': True, 'filter_overlong_prompts_workers': 1, 'truncation': 'error', 'apply_chat_template': True, 'image_key': 'images', 'video_key': 'videos', 'trust_remote_code': False, 'custom_cls': {'path': None, 'name': None}, 'seed': 101}, 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'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}, 'ref': {'strategy': 'fsdp', 'fsdp_config': {'param_offload': True, 'reshard_after_forward': True, 'forward_prefetch': False, 'wrap_policy': {'min_num_params': 0}}, 'use_torch_compile': True, 'log_prob_micro_batch_size': None, 'log_prob_micro_batch_size_per_gpu': 4, 'log_prob_use_dynamic_bsz': False, 'log_prob_max_token_len_per_gpu': 16384, 'ulysses_sequence_parallel_size': 1, 'entropy_from_logits_with_chunking': False, 'entropy_checkpointing': False, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}, 'rollout': {'name': 'vllm', 'mode': 'sync', 'temperature': 1.0, 'top_k': -1, 'top_p': 1, 'use_fire_sampling': False, 'prompt_length': 1024, 'response_length': 2048, 'dtype': 'bfloat16', 'gpu_memory_utilization': 0.6, 'ignore_eos': False, 'enforce_eager': False, 'free_cache_engine': False, 'load_format': 'dummy_dtensor', 'layered_summon': False, 'tensor_model_parallel_size': 1, 'max_num_batched_tokens': 8192, 'max_model_len': None, 'max_num_seqs': 1024, 'log_prob_micro_batch_size': None, 'log_prob_micro_batch_size_per_gpu': 4, 'log_prob_use_dynamic_bsz': False, 'log_prob_max_token_len_per_gpu': 16384, 'disable_log_stats': True, 'enable_chunked_prefill': True, 'do_sample': True, 'n': 8, 'engine_kwargs': {'vllm': {'swap_space': None, 'disable_mm_preprocessor_cache': False}, 'sglang': {'attention_backend': None}}, 'val_kwargs': {'top_k': -1, 'top_p': 1.0, 'temperature': 0.7, 'n': 128, 'do_sample': True, 'gen_batch_size': None}, 'multi_turn': {'enable': False, 'max_turns': None, 'tool_config_path': None, 'completion_callback': None, 'use_inference_chat_template': False, 'enable_tokenization_sanity_check': True}, 'calculate_log_probs': False, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}}, 'critic': {'rollout_n': 8, 'strategy': 'fsdp', 'optim': {'lr': 1e-05, 'lr_warmup_steps_ratio': 0.0, 'min_lr_ratio': None, 'warmup_style': 'constant', 'total_training_steps': 602, 'weight_decay': 0.01}, 'model': {'path': '~/models/deepseek-llm-7b-chat', 'use_shm': False, 'tokenizer_path': '/data/home/azanette/DSGRPO/assets/Qwen2.5-Math-1.5B', 'override_config': {}, 'external_lib': None, 'enable_gradient_checkpointing': True, 'enable_activation_offload': False, 'use_remove_padding': False, 'trust_remote_code': False, 'fsdp_config': {'param_offload': False, 'optimizer_offload': False, 'offload_policy': False, 'reshard_after_forward': True, 'wrap_policy': {'min_num_params': 0}, 'fsdp_size': -1, 'forward_prefetch': False}, 'lora_rank': 0, 'lora_alpha': 16, 'target_modules': 'all-linear'}, 'ppo_mini_batch_size': 64, 'ppo_micro_batch_size': None, 'ppo_micro_batch_size_per_gpu': None, 'forward_micro_batch_size': None, 'forward_micro_batch_size_per_gpu': None, 'use_dynamic_bsz': False, 'ppo_max_token_len_per_gpu': 32768, 'forward_max_token_len_per_gpu': 32768, 'ulysses_sequence_parallel_size': 1, 'ppo_epochs': 1, 'shuffle': False, 'grad_clip': 1.0, 'cliprange_value': 0.5, 'loss_agg_mode': 'token-mean', 'checkpoint': {'save_contents': [], 'load_contents': []}, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}, 'reward_model': {'enable': False, 'strategy': 'fsdp', 'model': {'input_tokenizer': '/data/home/azanette/DSGRPO/assets/Qwen2.5-Math-1.5B', 'path': '~/models/FsfairX-LLaMA3-RM-v0.1', 'use_shm': False, 'external_lib': None, 'use_remove_padding': False, 'use_fused_kernels': False, 'trust_remote_code': False, 'fsdp_config': {'wrap_policy': {'min_num_params': 0}, 'param_offload': False, 'reshard_after_forward': True, 'fsdp_size': -1, 'forward_prefetch': False}}, 'micro_batch_size': None, 'micro_batch_size_per_gpu': None, 'max_length': None, 'ulysses_sequence_parallel_size': 1, 'use_dynamic_bsz': False, 'forward_max_token_len_per_gpu': 32768, 'reward_manager': 'multi_thread', 'launch_reward_fn_async': False, 'sandbox_fusion': {'url': None, 'max_concurrent': 64}, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}, 'reward_kwargs': {'num_reward_actors': 32}}, 'custom_reward_function': {'path': None, 'name': 'compute_score'}, 'algorithm': {'gamma': 1.0, 'lam': 1.0, 'adv_estimator': 'differential_smoothing', 'norm_adv_by_std_in_grpo': True, 'pass_k': 1, 'advantage_type': 'grpo', 'use_kl_in_reward': True, 'truncate_order': 16, 'kl_penalty': 'kl', 'kl_ctrl': {'type': 'fixed', 'kl_coef': 0.0, 'horizon': 10000, 'target_kl': 0.1}, 'use_pf_ppo': False, 'pf_ppo': {'reweight_method': 'pow', 'weight_pow': 2.0}, 'correct_sample_log_prob_coef': 0.0, 'incorrect_sample_log_prob_coef': 0.0}, 'trainer': {'balance_batch': False, 'total_epochs': 30, 'total_training_steps': 602, 'profile_steps': None, 'controller_nsight_options': {'trace': 'cuda,nvtx,cublas,ucx', 'cuda-memory-usage': 'true', 'cuda-graph-trace': 'graph'}, 'worker_nsight_options': {'trace': 'cuda,nvtx,cublas,ucx', 'cuda-memory-usage': 'true', 'cuda-graph-trace': 'graph', 'capture-range': 'cudaProfilerApi', 'capture-range-end': None, 'kill': 'none'}, 'project_name': 'qwen2.5-1.5b-math-dsgrpo-dapo17k', 'experiment_name': 'dsgrpo_bs64_rollout8_lr1e-6_cs0.00_is0.00_seed101', 'logger': ['console', 'wandb'], 'log_val_generations': 0, 'rollout_data_dir': None, 'validation_data_dir': None, 'nnodes': 1, 'n_gpus_per_node': 4, 'save_freq': 100, 'resume_mode': 'auto', 'resume_from_path': None, 'val_before_train': True, 'val_only': False, 'val_on_last_step': True, 'test_freq': 100, 'eval_on_last_step': True, 'critic_warmup': 0, 'default_hdfs_dir': None, 'del_local_ckpt_after_load': False, 'default_local_dir': '/data/home/azanette/DSGRPO/hf_models/qwen2.5-1.5b-math-dsgrpo-dapo17k/dsgrpo_bs64_rollout8_lr1e-6_cs0.00_is0.00_seed101', 'max_actor_ckpt_to_keep': 3, 'max_critic_ckpt_to_keep': None, 'ray_wait_register_center_timeout': 300, 'device': 'cuda', 'enable_majority_voting': False}, 'ray_init': {'num_cpus': None, 'timeline_json_file': None, 'ray_dir': '/tmp/dg_azanette_22000'}, '_wandb': {}}
|
| 9 |
+
2026-04-19 03:58:09,500 INFO MainThread:566957 [wandb_init.py:init():892] starting backend
|
| 10 |
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2026-04-19 03:58:09,748 INFO MainThread:566957 [wandb_init.py:init():895] sending inform_init request
|
| 11 |
+
2026-04-19 03:58:09,753 INFO MainThread:566957 [wandb_init.py:init():903] backend started and connected
|
| 12 |
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2026-04-19 03:58:09,756 INFO MainThread:566957 [wandb_init.py:init():973] updated telemetry
|
| 13 |
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2026-04-19 03:58:09,768 INFO MainThread:566957 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
|
| 14 |
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2026-04-19 03:58:09,972 INFO MainThread:566957 [wandb_init.py:init():1042] starting run threads in backend
|
| 15 |
+
2026-04-19 03:58:10,244 INFO MainThread:566957 [wandb_run.py:_console_start():2524] atexit reg
|
| 16 |
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2026-04-19 03:58:10,244 INFO MainThread:566957 [wandb_run.py:_redirect():2373] redirect: wrap_raw
|
| 17 |
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2026-04-19 03:58:10,244 INFO MainThread:566957 [wandb_run.py:_redirect():2442] Wrapping output streams.
|
| 18 |
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2026-04-19 03:58:10,244 INFO MainThread:566957 [wandb_run.py:_redirect():2465] Redirects installed.
|
| 19 |
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2026-04-19 03:58:10,247 INFO MainThread:566957 [wandb_init.py:init():1082] run started, returning control to user process
|
| 20 |
+
2026-04-19 04:33:11,633 INFO wandb-AsyncioManager-main:566957 [service_client.py:_forward_responses():134] Reached EOF.
|
| 21 |
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2026-04-19 04:33:11,633 INFO wandb-AsyncioManager-main:566957 [mailbox.py:close():155] Closing mailbox, abandoning 0 handles.
|
artifacts/wandb/offline-run-20260419_043605-dphcr6vf/files/requirements.txt
ADDED
|
@@ -0,0 +1,267 @@
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|
| 1 |
+
verl==0.4.0.dev0
|
| 2 |
+
colorama==0.4.6
|
| 3 |
+
psutil==7.2.2
|
| 4 |
+
verl==0.4.0.dev0
|
| 5 |
+
PyYAML==6.0.3
|
| 6 |
+
huggingface_hub==0.36.2
|
| 7 |
+
charset-normalizer==3.4.7
|
| 8 |
+
httpcore==1.0.9
|
| 9 |
+
anyio==4.13.0
|
| 10 |
+
certifi==2026.2.25
|
| 11 |
+
typer==0.24.1
|
| 12 |
+
hf-xet==1.4.3
|
| 13 |
+
h11==0.16.0
|
| 14 |
+
click==8.3.2
|
| 15 |
+
packaging==26.1
|
| 16 |
+
markdown-it-py==4.0.0
|
| 17 |
+
exceptiongroup==1.3.1
|
| 18 |
+
rich==15.0.0
|
| 19 |
+
fsspec==2026.3.0
|
| 20 |
+
tqdm==4.67.3
|
| 21 |
+
urllib3==2.6.3
|
| 22 |
+
httpx==0.28.1
|
| 23 |
+
filelock==3.28.0
|
| 24 |
+
idna==3.11
|
| 25 |
+
shellingham==1.5.4
|
| 26 |
+
mdurl==0.1.2
|
| 27 |
+
typing_extensions==4.15.0
|
| 28 |
+
requests==2.33.1
|
| 29 |
+
annotated-doc==0.0.4
|
| 30 |
+
Pygments==2.20.0
|
| 31 |
+
attrs==26.1.0
|
| 32 |
+
pydantic-extra-types==2.11.2
|
| 33 |
+
rignore==0.7.6
|
| 34 |
+
smmap==5.0.3
|
| 35 |
+
msgpack==1.1.2
|
| 36 |
+
pyarrow==23.0.1
|
| 37 |
+
tokenizers==0.22.2
|
| 38 |
+
dnspython==2.8.0
|
| 39 |
+
filelock==3.25.2
|
| 40 |
+
propcache==0.4.1
|
| 41 |
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watchfiles==1.1.1
|
| 42 |
+
pandas==2.3.3
|
| 43 |
+
shellingham==1.5.4
|
| 44 |
+
nvidia-cudnn-cu12==9.1.0.70
|
| 45 |
+
GitPython==3.1.46
|
| 46 |
+
typer==0.24.1
|
| 47 |
+
nvidia-cusparse-cu12==12.3.1.170
|
| 48 |
+
llguidance==0.7.30
|
| 49 |
+
python-multipart==0.0.24
|
| 50 |
+
nodeenv==1.10.0
|
| 51 |
+
jiter==0.13.0
|
| 52 |
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opentelemetry-semantic-conventions==0.61b0
|
| 53 |
+
networkx==3.4.2
|
| 54 |
+
antlr4-python3-runtime==4.9.3
|
| 55 |
+
opencv-python==4.13.0.92
|
| 56 |
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opentelemetry-exporter-otlp-proto-grpc==1.26.0
|
| 57 |
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typing_extensions==4.15.0
|
| 58 |
+
pillow==12.2.0
|
| 59 |
+
websockets==16.0
|
| 60 |
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cfgv==3.5.0
|
| 61 |
+
distro==1.9.0
|
| 62 |
+
accelerate==1.13.0
|
| 63 |
+
tzdata==2026.1
|
| 64 |
+
sniffio==1.3.1
|
| 65 |
+
numpy==2.2.6
|
| 66 |
+
xxhash==3.6.0
|
| 67 |
+
py-cpuinfo==9.0.0
|
| 68 |
+
nvidia-cuda-cupti-cu12==12.4.127
|
| 69 |
+
opentelemetry-exporter-otlp-proto-common==1.26.0
|
| 70 |
+
platformdirs==4.9.4
|
| 71 |
+
pydantic-settings==2.13.1
|
| 72 |
+
distlib==0.4.0
|
| 73 |
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markdown-it-py==4.0.0
|
| 74 |
+
nest-asyncio==1.6.0
|
| 75 |
+
orjson==3.11.8
|
| 76 |
+
python-discovery==1.2.1
|
| 77 |
+
cryptography==46.0.6
|
| 78 |
+
prometheus-fastapi-instrumentator==7.1.0
|
| 79 |
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sentencepiece==0.2.1
|
| 80 |
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opencv-fixer==0.2.5
|
| 81 |
+
opentelemetry-exporter-prometheus==0.61b0
|
| 82 |
+
aiohappyeyeballs==2.6.1
|
| 83 |
+
hf_transfer==0.1.9
|
| 84 |
+
partial-json-parser==0.2.1.1.post7
|
| 85 |
+
multiprocess==0.70.19
|
| 86 |
+
importlib_metadata==8.0.0
|
| 87 |
+
latex2sympy2_extended==1.11.0
|
| 88 |
+
opentelemetry-proto==1.26.0
|
| 89 |
+
pylatexenc==2.10
|
| 90 |
+
nvidia-cusolver-cu12==11.6.1.9
|
| 91 |
+
av==17.0.0
|
| 92 |
+
MarkupSafe==3.0.3
|
| 93 |
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safetensors==0.7.0
|
| 94 |
+
jsonschema==4.26.0
|
| 95 |
+
opencensus==0.11.4
|
| 96 |
+
cuda-pathfinder==1.5.2
|
| 97 |
+
hf-xet==1.4.3
|
| 98 |
+
google-auth==2.49.1
|
| 99 |
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outlines==0.1.11
|
| 100 |
+
identify==2.6.18
|
| 101 |
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nvidia-nvjitlink-cu12==12.4.127
|
| 102 |
+
async-timeout==5.0.1
|
| 103 |
+
httpx==0.28.1
|
| 104 |
+
grpcio==1.80.0
|
| 105 |
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nvidia-cufft-cu12==11.2.1.3
|
| 106 |
+
mpmath==1.3.0
|
| 107 |
+
iniconfig==2.3.0
|
| 108 |
+
python-dotenv==1.2.2
|
| 109 |
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pip==26.0.1
|
| 110 |
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setuptools==80.10.2
|
| 111 |
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lm-format-enforcer==0.10.12
|
| 112 |
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wrapt==2.1.2
|
| 113 |
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anyio==4.13.0
|
| 114 |
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mistral_common==1.11.0
|
| 115 |
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tqdm==4.67.3
|
| 116 |
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mathruler==0.1.0
|
| 117 |
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openai==2.30.0
|
| 118 |
+
dill==0.4.1
|
| 119 |
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aiosignal==1.4.0
|
| 120 |
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virtualenv==21.2.0
|
| 121 |
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wcwidth==0.6.0
|
| 122 |
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nvidia-cuda-runtime-cu12==12.4.127
|
| 123 |
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sympy==1.13.1
|
| 124 |
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scipy==1.15.3
|
| 125 |
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math-verify==0.9.0
|
| 126 |
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wandb==0.25.1
|
| 127 |
+
referencing==0.37.0
|
| 128 |
+
airportsdata==20260315
|
| 129 |
+
opencv-python-headless==4.13.0.92
|
| 130 |
+
annotated-doc==0.0.4
|
| 131 |
+
datasets==4.8.4
|
| 132 |
+
pyext==0.7
|
| 133 |
+
opentelemetry-sdk==1.40.0
|
| 134 |
+
hydra-core==1.3.2
|
| 135 |
+
nvidia-nccl-cu12==2.21.5
|
| 136 |
+
idna==3.11
|
| 137 |
+
blessed==1.33.0
|
| 138 |
+
charset-normalizer==3.4.7
|
| 139 |
+
transformers==4.56.0
|
| 140 |
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fastapi-cli==0.0.24
|
| 141 |
+
pyasn1==0.6.3
|
| 142 |
+
h11==0.16.0
|
| 143 |
+
tomli==2.4.1
|
| 144 |
+
wheel==0.46.3
|
| 145 |
+
opentelemetry-exporter-otlp==1.26.0
|
| 146 |
+
prometheus_client==0.24.1
|
| 147 |
+
nvidia-nvtx-cu12==12.4.127
|
| 148 |
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googleapis-common-protos==1.74.0
|
| 149 |
+
annotated-types==0.7.0
|
| 150 |
+
nvidia-cusparselt-cu12==0.6.2
|
| 151 |
+
compressed-tensors==0.9.3
|
| 152 |
+
rich-toolkit==0.19.7
|
| 153 |
+
codetiming==1.4.0
|
| 154 |
+
omegaconf==2.3.0
|
| 155 |
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regex==2026.4.4
|
| 156 |
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proto-plus==1.27.2
|
| 157 |
+
requests==2.33.1
|
| 158 |
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torchdata==0.11.0
|
| 159 |
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google-api-core==2.30.2
|
| 160 |
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opentelemetry-exporter-otlp-proto-http==1.26.0
|
| 161 |
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Pygments==2.20.0
|
| 162 |
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rich==14.3.3
|
| 163 |
+
urllib3==2.6.3
|
| 164 |
+
opentelemetry-api==1.40.0
|
| 165 |
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Deprecated==1.3.1
|
| 166 |
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pydantic_core==2.41.5
|
| 167 |
+
six==1.17.0
|
| 168 |
+
packaging==26.0
|
| 169 |
+
exceptiongroup==1.3.1
|
| 170 |
+
cupy-cuda12x==14.0.1
|
| 171 |
+
tensordict==0.6.2
|
| 172 |
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torchaudio==2.6.0
|
| 173 |
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torchvision==0.21.0
|
| 174 |
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pytz==2026.1.post1
|
| 175 |
+
frozenlist==1.8.0
|
| 176 |
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starlette==0.52.1
|
| 177 |
+
ninja==1.13.0
|
| 178 |
+
numba==0.61.2
|
| 179 |
+
llvmlite==0.44.0
|
| 180 |
+
ruff==0.15.9
|
| 181 |
+
tiktoken==0.12.0
|
| 182 |
+
aiohttp-cors==0.8.1
|
| 183 |
+
python-json-logger==4.1.0
|
| 184 |
+
click==8.3.2
|
| 185 |
+
Jinja2==3.1.6
|
| 186 |
+
pycountry==26.2.16
|
| 187 |
+
httptools==0.7.1
|
| 188 |
+
typing-inspection==0.4.2
|
| 189 |
+
peft==0.17.0
|
| 190 |
+
gitdb==4.0.12
|
| 191 |
+
pybind11==3.0.3
|
| 192 |
+
psutil==7.2.2
|
| 193 |
+
fastar==0.9.0
|
| 194 |
+
py-spy==0.4.1
|
| 195 |
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xformers==0.0.29.post2
|
| 196 |
+
nvidia-cuda-nvrtc-cu12==12.4.127
|
| 197 |
+
protobuf==4.25.9
|
| 198 |
+
cffi==2.0.0
|
| 199 |
+
einops==0.8.2
|
| 200 |
+
optree==0.19.0
|
| 201 |
+
yarl==1.23.0
|
| 202 |
+
diskcache==5.6.3
|
| 203 |
+
astor==0.8.1
|
| 204 |
+
flash_attn==2.7.4.post1
|
| 205 |
+
python-dateutil==2.9.0.post0
|
| 206 |
+
triton==3.2.0
|
| 207 |
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sentry-sdk==2.57.0
|
| 208 |
+
msgspec==0.20.0
|
| 209 |
+
pluggy==1.6.0
|
| 210 |
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pyasn1_modules==0.4.2
|
| 211 |
+
liger_kernel==0.7.0
|
| 212 |
+
multidict==6.7.1
|
| 213 |
+
ray==2.54.1
|
| 214 |
+
gguf==0.18.0
|
| 215 |
+
blake3==1.0.8
|
| 216 |
+
cachetools==7.0.5
|
| 217 |
+
cloudpickle==3.1.2
|
| 218 |
+
zipp==3.23.0
|
| 219 |
+
flashinfer-python==0.2.2.post1+cu124torch2.6
|
| 220 |
+
uvicorn==0.44.0
|
| 221 |
+
aiohttp==3.13.5
|
| 222 |
+
lark==1.2.2
|
| 223 |
+
rpds-py==0.30.0
|
| 224 |
+
fsspec==2026.2.0
|
| 225 |
+
torch==2.6.0
|
| 226 |
+
jsonschema-specifications==2025.9.1
|
| 227 |
+
smart_open==7.5.1
|
| 228 |
+
colorful==0.5.8
|
| 229 |
+
verl==0.4.0.dev0
|
| 230 |
+
pycparser==3.0
|
| 231 |
+
opencensus-context==0.1.3
|
| 232 |
+
PyYAML==6.0.3
|
| 233 |
+
opentelemetry-semantic-conventions-ai==0.4.13
|
| 234 |
+
pyzmq==27.1.0
|
| 235 |
+
gpustat==1.1.1
|
| 236 |
+
depyf==0.18.0
|
| 237 |
+
certifi==2026.2.25
|
| 238 |
+
uvloop==0.22.1
|
| 239 |
+
qwen-vl-utils==0.0.14
|
| 240 |
+
huggingface_hub==0.36.2
|
| 241 |
+
email-validator==2.3.0
|
| 242 |
+
xgrammar==0.1.18
|
| 243 |
+
outlines_core==0.1.26
|
| 244 |
+
interegular==0.3.3
|
| 245 |
+
pre_commit==4.5.1
|
| 246 |
+
pytest==9.0.2
|
| 247 |
+
pydantic==2.12.5
|
| 248 |
+
fastapi==0.135.3
|
| 249 |
+
nvidia-ml-py==13.595.45
|
| 250 |
+
fastapi-cloud-cli==0.16.0
|
| 251 |
+
nvidia-cublas-cu12==12.4.5.8
|
| 252 |
+
nvidia-curand-cu12==10.3.5.147
|
| 253 |
+
mdurl==0.1.2
|
| 254 |
+
vllm==0.8.5.post1
|
| 255 |
+
httpcore==1.0.9
|
| 256 |
+
jaraco.functools==4.4.0
|
| 257 |
+
zipp==3.23.0
|
| 258 |
+
more-itertools==10.8.0
|
| 259 |
+
backports.tarfile==1.2.0
|
| 260 |
+
jaraco.context==6.1.0
|
| 261 |
+
wheel==0.46.3
|
| 262 |
+
autocommand==2.2.2
|
| 263 |
+
importlib_metadata==8.7.1
|
| 264 |
+
tomli==2.4.0
|
| 265 |
+
platformdirs==4.4.0
|
| 266 |
+
jaraco.text==4.0.0
|
| 267 |
+
packaging==26.0
|
artifacts/wandb/offline-run-20260419_043605-dphcr6vf/logs/debug-core.log
ADDED
|
@@ -0,0 +1,6 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-19T04:36:06.028217328Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/dg_azanette_32000/tmp/tmpppaf20qz/port-646162.txt","pid":646162,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
|
| 2 |
+
{"time":"2026-04-19T04:36:06.029138642Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":646162}
|
| 3 |
+
{"time":"2026-04-19T04:36:06.029117409Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/dg_azanette_32000/tmp/wandb-646162-659245-206045409/socket","Net":"unix"}}
|
| 4 |
+
{"time":"2026-04-19T04:36:06.205436984Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
|
| 5 |
+
{"time":"2026-04-19T04:36:06.213705487Z","level":"INFO","msg":"handleInformInit: received","streamId":"dphcr6vf","id":"1(@)"}
|
| 6 |
+
{"time":"2026-04-19T04:36:06.32695414Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"dphcr6vf","id":"1(@)"}
|
artifacts/wandb/offline-run-20260419_043605-dphcr6vf/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-19T04:36:06.214496105Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-04-19T04:36:06.214506569Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"}
|
| 3 |
+
{"time":"2026-04-19T04:36:06.325224332Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-04-19T04:36:06.325285861Z","level":"INFO","msg":"stream: created new stream","id":"dphcr6vf"}
|
| 5 |
+
{"time":"2026-04-19T04:36:06.325357552Z","level":"INFO","msg":"handler: started"}
|
| 6 |
+
{"time":"2026-04-19T04:36:06.326943075Z","level":"INFO","msg":"stream: started"}
|
| 7 |
+
{"time":"2026-04-19T04:36:06.32699346Z","level":"INFO","msg":"sender: started"}
|
| 8 |
+
{"time":"2026-04-19T04:36:06.326991398Z","level":"INFO","msg":"writer: started","stream_id":"dphcr6vf"}
|
| 9 |
+
{"time":"2026-04-19T04:36:06.327826723Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
artifacts/wandb/offline-run-20260419_043605-dphcr6vf/logs/debug.log
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-04-19 04:36:05,943 INFO MainThread:646162 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1
|
| 2 |
+
2026-04-19 04:36:05,944 INFO MainThread:646162 [wandb_setup.py:_flush():81] Configure stats pid to 646162
|
| 3 |
+
2026-04-19 04:36:05,944 INFO MainThread:646162 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-04-19 04:36:05,944 INFO MainThread:646162 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260419_043605-dphcr6vf/logs/debug.log
|
| 5 |
+
2026-04-19 04:36:05,944 INFO MainThread:646162 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260419_043605-dphcr6vf/logs/debug-internal.log
|
| 6 |
+
2026-04-19 04:36:05,944 INFO MainThread:646162 [wandb_init.py:init():844] calling init triggers
|
| 7 |
+
2026-04-19 04:36:05,944 INFO MainThread:646162 [wandb_init.py:init():849] wandb.init called with sweep_config: {}
|
| 8 |
+
config: {'data': {'tokenizer': None, 'use_shm': False, 'train_files': '/data/home/azanette/DSGRPO/assets/dapo17k_math/train.parquet', 'val_files': ['/data/home/azanette/DSGRPO/assets/math500/test.parquet', '/data/home/azanette/DSGRPO/assets/aime24/test.parquet', '/data/home/azanette/DSGRPO/assets/aime25/test.parquet', '/data/home/azanette/DSGRPO/assets/olympiadbench/test.parquet', '/data/home/azanette/DSGRPO/assets/amc23/test.parquet'], 'prompt_key': 'prompt', 'reward_fn_key': 'data_source', 'max_prompt_length': 1024, 'max_response_length': 2048, 'train_batch_size': 32, 'val_batch_size': None, 'return_raw_input_ids': False, 'return_raw_chat': False, 'return_full_prompt': False, 'shuffle': True, 'validation_shuffle': False, 'filter_overlong_prompts': True, 'filter_overlong_prompts_workers': 1, 'truncation': 'error', 'apply_chat_template': True, 'image_key': 'images', 'video_key': 'videos', 'trust_remote_code': False, 'custom_cls': {'path': None, 'name': None}, 'seed': 101}, 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'clip_ratio_high': 0.2, 'policy_loss': {'loss_mode': 'vanilla', 'clip_cov_ratio': 0.0002, 'clip_cov_lb': 1.0, 'clip_cov_ub': 5.0, 'kl_cov_ratio': 0.0002, 'ppo_kl_coef': 0.1}, 'clip_ratio_c': 3.0, 'loss_agg_mode': 'token-mean', 'entropy_coeff': 0, 'use_kl_loss': False, 'use_torch_compile': True, 'kl_loss_coef': 0.001, 'kl_loss_type': 'low_var_kl', 'ppo_epochs': 1, 'shuffle': False, 'ulysses_sequence_parallel_size': 1, 'entropy_from_logits_with_chunking': False, 'entropy_checkpointing': False, 'checkpoint': {'save_contents': ['hf_model'], 'load_contents': ['model', 'optimizer', 'extra']}, 'optim': {'lr': 1e-06, 'lr_warmup_steps': -1, 'lr_warmup_steps_ratio': 0.0, 'min_lr_ratio': 0.0, 'num_cycles': 0.5, 'warmup_style': 'constant', 'total_training_steps': 602, 'weight_decay': 0.01}, 'fsdp_config': {'wrap_policy': {'min_num_params': 0}, 'param_offload': False, 'optimizer_offload': False, 'offload_policy': False, 'reshard_after_forward': True, 'fsdp_size': -1, 'forward_prefetch': False}, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}, 'ref': {'strategy': 'fsdp', 'fsdp_config': {'param_offload': True, 'reshard_after_forward': True, 'forward_prefetch': False, 'wrap_policy': {'min_num_params': 0}}, 'use_torch_compile': True, 'log_prob_micro_batch_size': None, 'log_prob_micro_batch_size_per_gpu': 4, 'log_prob_use_dynamic_bsz': False, 'log_prob_max_token_len_per_gpu': 16384, 'ulysses_sequence_parallel_size': 1, 'entropy_from_logits_with_chunking': False, 'entropy_checkpointing': False, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}, 'rollout': {'name': 'vllm', 'mode': 'sync', 'temperature': 1.0, 'top_k': -1, 'top_p': 1, 'use_fire_sampling': False, 'prompt_length': 1024, 'response_length': 2048, 'dtype': 'bfloat16', 'gpu_memory_utilization': 0.6, 'ignore_eos': False, 'enforce_eager': False, 'free_cache_engine': False, 'load_format': 'dummy_dtensor', 'layered_summon': False, 'tensor_model_parallel_size': 1, 'max_num_batched_tokens': 8192, 'max_model_len': None, 'max_num_seqs': 1024, 'log_prob_micro_batch_size': None, 'log_prob_micro_batch_size_per_gpu': 4, 'log_prob_use_dynamic_bsz': False, 'log_prob_max_token_len_per_gpu': 16384, 'disable_log_stats': True, 'enable_chunked_prefill': True, 'do_sample': True, 'n': 8, 'engine_kwargs': {'vllm': {'swap_space': None, 'disable_mm_preprocessor_cache': False}, 'sglang': {'attention_backend': None}}, 'val_kwargs': {'top_k': -1, 'top_p': 1.0, 'temperature': 0.7, 'n': 128, 'do_sample': True, 'gen_batch_size': None}, 'multi_turn': {'enable': False, 'max_turns': None, 'tool_config_path': None, 'completion_callback': None, 'use_inference_chat_template': False, 'enable_tokenization_sanity_check': True}, 'calculate_log_probs': False, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}}, 'critic': {'rollout_n': 8, 'strategy': 'fsdp', 'optim': {'lr': 1e-05, 'lr_warmup_steps_ratio': 0.0, 'min_lr_ratio': None, 'warmup_style': 'constant', 'total_training_steps': 602, 'weight_decay': 0.01}, 'model': {'path': '~/models/deepseek-llm-7b-chat', 'use_shm': False, 'tokenizer_path': '/data/home/azanette/DSGRPO/assets/Qwen2.5-Math-1.5B', 'override_config': {}, 'external_lib': None, 'enable_gradient_checkpointing': True, 'enable_activation_offload': False, 'use_remove_padding': False, 'trust_remote_code': False, 'fsdp_config': {'param_offload': False, 'optimizer_offload': False, 'offload_policy': False, 'reshard_after_forward': True, 'wrap_policy': {'min_num_params': 0}, 'fsdp_size': -1, 'forward_prefetch': False}, 'lora_rank': 0, 'lora_alpha': 16, 'target_modules': 'all-linear'}, 'ppo_mini_batch_size': 32, 'ppo_micro_batch_size': None, 'ppo_micro_batch_size_per_gpu': None, 'forward_micro_batch_size': None, 'forward_micro_batch_size_per_gpu': None, 'use_dynamic_bsz': False, 'ppo_max_token_len_per_gpu': 32768, 'forward_max_token_len_per_gpu': 32768, 'ulysses_sequence_parallel_size': 1, 'ppo_epochs': 1, 'shuffle': False, 'grad_clip': 1.0, 'cliprange_value': 0.5, 'loss_agg_mode': 'token-mean', 'checkpoint': {'save_contents': [], 'load_contents': []}, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}, 'reward_model': {'enable': False, 'strategy': 'fsdp', 'model': {'input_tokenizer': '/data/home/azanette/DSGRPO/assets/Qwen2.5-Math-1.5B', 'path': '~/models/FsfairX-LLaMA3-RM-v0.1', 'use_shm': False, 'external_lib': None, 'use_remove_padding': False, 'use_fused_kernels': False, 'trust_remote_code': False, 'fsdp_config': {'wrap_policy': {'min_num_params': 0}, 'param_offload': False, 'reshard_after_forward': True, 'fsdp_size': -1, 'forward_prefetch': False}}, 'micro_batch_size': None, 'micro_batch_size_per_gpu': None, 'max_length': None, 'ulysses_sequence_parallel_size': 1, 'use_dynamic_bsz': False, 'forward_max_token_len_per_gpu': 32768, 'reward_manager': 'multi_thread', 'launch_reward_fn_async': False, 'sandbox_fusion': {'url': None, 'max_concurrent': 64}, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}, 'reward_kwargs': {'num_reward_actors': 32}}, 'custom_reward_function': {'path': None, 'name': 'compute_score'}, 'algorithm': {'gamma': 1.0, 'lam': 1.0, 'adv_estimator': 'differential_smoothing', 'norm_adv_by_std_in_grpo': True, 'pass_k': 1, 'advantage_type': 'grpo', 'use_kl_in_reward': True, 'truncate_order': 16, 'kl_penalty': 'kl', 'kl_ctrl': {'type': 'fixed', 'kl_coef': 0.0, 'horizon': 10000, 'target_kl': 0.1}, 'use_pf_ppo': False, 'pf_ppo': {'reweight_method': 'pow', 'weight_pow': 2.0}, 'correct_sample_log_prob_coef': 0.05, 'incorrect_sample_log_prob_coef': 0.05}, 'trainer': {'balance_batch': False, 'total_epochs': 30, 'total_training_steps': 602, 'profile_steps': None, 'controller_nsight_options': {'trace': 'cuda,nvtx,cublas,ucx', 'cuda-memory-usage': 'true', 'cuda-graph-trace': 'graph'}, 'worker_nsight_options': {'trace': 'cuda,nvtx,cublas,ucx', 'cuda-memory-usage': 'true', 'cuda-graph-trace': 'graph', 'capture-range': 'cudaProfilerApi', 'capture-range-end': None, 'kill': 'none'}, 'project_name': 'qwen2.5-1.5b-math-dsgrpo-dapo17k', 'experiment_name': 'dsgrpo_bs32_rollout8_lr1e-6_cs0.05_is0.05_seed101', 'logger': ['console', 'wandb'], 'log_val_generations': 0, 'rollout_data_dir': None, 'validation_data_dir': None, 'nnodes': 1, 'n_gpus_per_node': 4, 'save_freq': 100, 'resume_mode': 'auto', 'resume_from_path': None, 'val_before_train': False, 'val_only': False, 'val_on_last_step': True, 'test_freq': 100, 'eval_on_last_step': True, 'critic_warmup': 0, 'default_hdfs_dir': None, 'del_local_ckpt_after_load': False, 'default_local_dir': '/data/home/azanette/DSGRPO/hf_models/qwen2.5-1.5b-math-dsgrpo-dapo17k/dsgrpo_bs32_rollout8_lr1e-6_cs0.05_is0.05_seed101', 'max_actor_ckpt_to_keep': 3, 'max_critic_ckpt_to_keep': None, 'ray_wait_register_center_timeout': 300, 'device': 'cuda', 'enable_majority_voting': False}, 'ray_init': {'num_cpus': None, 'timeline_json_file': None, 'ray_dir': '/tmp/dg_azanette_32000'}, '_wandb': {}}
|
| 9 |
+
2026-04-19 04:36:05,944 INFO MainThread:646162 [wandb_init.py:init():892] starting backend
|
| 10 |
+
2026-04-19 04:36:06,205 INFO MainThread:646162 [wandb_init.py:init():895] sending inform_init request
|
| 11 |
+
2026-04-19 04:36:06,212 INFO MainThread:646162 [wandb_init.py:init():903] backend started and connected
|
| 12 |
+
2026-04-19 04:36:06,215 INFO MainThread:646162 [wandb_init.py:init():973] updated telemetry
|
| 13 |
+
2026-04-19 04:36:06,228 INFO MainThread:646162 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-04-19 04:36:06,330 INFO MainThread:646162 [wandb_init.py:init():1042] starting run threads in backend
|
| 15 |
+
2026-04-19 04:36:06,564 INFO MainThread:646162 [wandb_run.py:_console_start():2524] atexit reg
|
| 16 |
+
2026-04-19 04:36:06,564 INFO MainThread:646162 [wandb_run.py:_redirect():2373] redirect: wrap_raw
|
| 17 |
+
2026-04-19 04:36:06,564 INFO MainThread:646162 [wandb_run.py:_redirect():2442] Wrapping output streams.
|
| 18 |
+
2026-04-19 04:36:06,564 INFO MainThread:646162 [wandb_run.py:_redirect():2465] Redirects installed.
|
| 19 |
+
2026-04-19 04:36:06,567 INFO MainThread:646162 [wandb_init.py:init():1082] run started, returning control to user process
|
artifacts/wandb/offline-run-20260419_143530-ap53zftz/files/requirements.txt
ADDED
|
@@ -0,0 +1,267 @@
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|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
| 1 |
+
verl==0.4.0.dev0
|
| 2 |
+
colorama==0.4.6
|
| 3 |
+
psutil==7.2.2
|
| 4 |
+
verl==0.4.0.dev0
|
| 5 |
+
PyYAML==6.0.3
|
| 6 |
+
huggingface_hub==0.36.2
|
| 7 |
+
charset-normalizer==3.4.7
|
| 8 |
+
httpcore==1.0.9
|
| 9 |
+
anyio==4.13.0
|
| 10 |
+
certifi==2026.2.25
|
| 11 |
+
typer==0.24.1
|
| 12 |
+
hf-xet==1.4.3
|
| 13 |
+
h11==0.16.0
|
| 14 |
+
click==8.3.2
|
| 15 |
+
packaging==26.1
|
| 16 |
+
markdown-it-py==4.0.0
|
| 17 |
+
exceptiongroup==1.3.1
|
| 18 |
+
rich==15.0.0
|
| 19 |
+
fsspec==2026.3.0
|
| 20 |
+
tqdm==4.67.3
|
| 21 |
+
urllib3==2.6.3
|
| 22 |
+
httpx==0.28.1
|
| 23 |
+
filelock==3.28.0
|
| 24 |
+
idna==3.11
|
| 25 |
+
shellingham==1.5.4
|
| 26 |
+
mdurl==0.1.2
|
| 27 |
+
typing_extensions==4.15.0
|
| 28 |
+
requests==2.33.1
|
| 29 |
+
annotated-doc==0.0.4
|
| 30 |
+
Pygments==2.20.0
|
| 31 |
+
attrs==26.1.0
|
| 32 |
+
pydantic-extra-types==2.11.2
|
| 33 |
+
rignore==0.7.6
|
| 34 |
+
smmap==5.0.3
|
| 35 |
+
msgpack==1.1.2
|
| 36 |
+
pyarrow==23.0.1
|
| 37 |
+
tokenizers==0.22.2
|
| 38 |
+
dnspython==2.8.0
|
| 39 |
+
filelock==3.25.2
|
| 40 |
+
propcache==0.4.1
|
| 41 |
+
watchfiles==1.1.1
|
| 42 |
+
pandas==2.3.3
|
| 43 |
+
shellingham==1.5.4
|
| 44 |
+
nvidia-cudnn-cu12==9.1.0.70
|
| 45 |
+
GitPython==3.1.46
|
| 46 |
+
typer==0.24.1
|
| 47 |
+
nvidia-cusparse-cu12==12.3.1.170
|
| 48 |
+
llguidance==0.7.30
|
| 49 |
+
python-multipart==0.0.24
|
| 50 |
+
nodeenv==1.10.0
|
| 51 |
+
jiter==0.13.0
|
| 52 |
+
opentelemetry-semantic-conventions==0.61b0
|
| 53 |
+
networkx==3.4.2
|
| 54 |
+
antlr4-python3-runtime==4.9.3
|
| 55 |
+
opencv-python==4.13.0.92
|
| 56 |
+
opentelemetry-exporter-otlp-proto-grpc==1.26.0
|
| 57 |
+
typing_extensions==4.15.0
|
| 58 |
+
pillow==12.2.0
|
| 59 |
+
websockets==16.0
|
| 60 |
+
cfgv==3.5.0
|
| 61 |
+
distro==1.9.0
|
| 62 |
+
accelerate==1.13.0
|
| 63 |
+
tzdata==2026.1
|
| 64 |
+
sniffio==1.3.1
|
| 65 |
+
numpy==2.2.6
|
| 66 |
+
xxhash==3.6.0
|
| 67 |
+
py-cpuinfo==9.0.0
|
| 68 |
+
nvidia-cuda-cupti-cu12==12.4.127
|
| 69 |
+
opentelemetry-exporter-otlp-proto-common==1.26.0
|
| 70 |
+
platformdirs==4.9.4
|
| 71 |
+
pydantic-settings==2.13.1
|
| 72 |
+
distlib==0.4.0
|
| 73 |
+
markdown-it-py==4.0.0
|
| 74 |
+
nest-asyncio==1.6.0
|
| 75 |
+
orjson==3.11.8
|
| 76 |
+
python-discovery==1.2.1
|
| 77 |
+
cryptography==46.0.6
|
| 78 |
+
prometheus-fastapi-instrumentator==7.1.0
|
| 79 |
+
sentencepiece==0.2.1
|
| 80 |
+
opencv-fixer==0.2.5
|
| 81 |
+
opentelemetry-exporter-prometheus==0.61b0
|
| 82 |
+
aiohappyeyeballs==2.6.1
|
| 83 |
+
hf_transfer==0.1.9
|
| 84 |
+
partial-json-parser==0.2.1.1.post7
|
| 85 |
+
multiprocess==0.70.19
|
| 86 |
+
importlib_metadata==8.0.0
|
| 87 |
+
latex2sympy2_extended==1.11.0
|
| 88 |
+
opentelemetry-proto==1.26.0
|
| 89 |
+
pylatexenc==2.10
|
| 90 |
+
nvidia-cusolver-cu12==11.6.1.9
|
| 91 |
+
av==17.0.0
|
| 92 |
+
MarkupSafe==3.0.3
|
| 93 |
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safetensors==0.7.0
|
| 94 |
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jsonschema==4.26.0
|
| 95 |
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opencensus==0.11.4
|
| 96 |
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cuda-pathfinder==1.5.2
|
| 97 |
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hf-xet==1.4.3
|
| 98 |
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google-auth==2.49.1
|
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outlines==0.1.11
|
| 100 |
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identify==2.6.18
|
| 101 |
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nvidia-nvjitlink-cu12==12.4.127
|
| 102 |
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async-timeout==5.0.1
|
| 103 |
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httpx==0.28.1
|
| 104 |
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grpcio==1.80.0
|
| 105 |
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nvidia-cufft-cu12==11.2.1.3
|
| 106 |
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mpmath==1.3.0
|
| 107 |
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iniconfig==2.3.0
|
| 108 |
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python-dotenv==1.2.2
|
| 109 |
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pip==26.0.1
|
| 110 |
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setuptools==80.10.2
|
| 111 |
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lm-format-enforcer==0.10.12
|
| 112 |
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wrapt==2.1.2
|
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anyio==4.13.0
|
| 114 |
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mistral_common==1.11.0
|
| 115 |
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tqdm==4.67.3
|
| 116 |
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mathruler==0.1.0
|
| 117 |
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openai==2.30.0
|
| 118 |
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dill==0.4.1
|
| 119 |
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aiosignal==1.4.0
|
| 120 |
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virtualenv==21.2.0
|
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wcwidth==0.6.0
|
| 122 |
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nvidia-cuda-runtime-cu12==12.4.127
|
| 123 |
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sympy==1.13.1
|
| 124 |
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scipy==1.15.3
|
| 125 |
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math-verify==0.9.0
|
| 126 |
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wandb==0.25.1
|
| 127 |
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referencing==0.37.0
|
| 128 |
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airportsdata==20260315
|
| 129 |
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opencv-python-headless==4.13.0.92
|
| 130 |
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annotated-doc==0.0.4
|
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datasets==4.8.4
|
| 132 |
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pyext==0.7
|
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opentelemetry-sdk==1.40.0
|
| 134 |
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hydra-core==1.3.2
|
| 135 |
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nvidia-nccl-cu12==2.21.5
|
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idna==3.11
|
| 137 |
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blessed==1.33.0
|
| 138 |
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charset-normalizer==3.4.7
|
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transformers==4.56.0
|
| 140 |
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fastapi-cli==0.0.24
|
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pyasn1==0.6.3
|
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h11==0.16.0
|
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tomli==2.4.1
|
| 144 |
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wheel==0.46.3
|
| 145 |
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opentelemetry-exporter-otlp==1.26.0
|
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prometheus_client==0.24.1
|
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nvidia-nvtx-cu12==12.4.127
|
| 148 |
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googleapis-common-protos==1.74.0
|
| 149 |
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annotated-types==0.7.0
|
| 150 |
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nvidia-cusparselt-cu12==0.6.2
|
| 151 |
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compressed-tensors==0.9.3
|
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rich-toolkit==0.19.7
|
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codetiming==1.4.0
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omegaconf==2.3.0
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regex==2026.4.4
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proto-plus==1.27.2
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requests==2.33.1
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torchdata==0.11.0
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google-api-core==2.30.2
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opentelemetry-exporter-otlp-proto-http==1.26.0
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rich==14.3.3
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urllib3==2.6.3
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opentelemetry-api==1.40.0
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Deprecated==1.3.1
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pydantic_core==2.41.5
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six==1.17.0
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packaging==26.0
|
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exceptiongroup==1.3.1
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cupy-cuda12x==14.0.1
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tensordict==0.6.2
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torchaudio==2.6.0
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torchvision==0.21.0
|
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pytz==2026.1.post1
|
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frozenlist==1.8.0
|
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starlette==0.52.1
|
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ninja==1.13.0
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| 178 |
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numba==0.61.2
|
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llvmlite==0.44.0
|
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ruff==0.15.9
|
| 181 |
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tiktoken==0.12.0
|
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aiohttp-cors==0.8.1
|
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python-json-logger==4.1.0
|
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click==8.3.2
|
| 185 |
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Jinja2==3.1.6
|
| 186 |
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pycountry==26.2.16
|
| 187 |
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httptools==0.7.1
|
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typing-inspection==0.4.2
|
| 189 |
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peft==0.17.0
|
| 190 |
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gitdb==4.0.12
|
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pybind11==3.0.3
|
| 192 |
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psutil==7.2.2
|
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fastar==0.9.0
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| 194 |
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py-spy==0.4.1
|
| 195 |
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xformers==0.0.29.post2
|
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nvidia-cuda-nvrtc-cu12==12.4.127
|
| 197 |
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protobuf==4.25.9
|
| 198 |
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cffi==2.0.0
|
| 199 |
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einops==0.8.2
|
| 200 |
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optree==0.19.0
|
| 201 |
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yarl==1.23.0
|
| 202 |
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diskcache==5.6.3
|
| 203 |
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astor==0.8.1
|
| 204 |
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flash_attn==2.7.4.post1
|
| 205 |
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python-dateutil==2.9.0.post0
|
| 206 |
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triton==3.2.0
|
| 207 |
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sentry-sdk==2.57.0
|
| 208 |
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msgspec==0.20.0
|
| 209 |
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pluggy==1.6.0
|
| 210 |
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pyasn1_modules==0.4.2
|
| 211 |
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liger_kernel==0.7.0
|
| 212 |
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multidict==6.7.1
|
| 213 |
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ray==2.54.1
|
| 214 |
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gguf==0.18.0
|
| 215 |
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blake3==1.0.8
|
| 216 |
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cachetools==7.0.5
|
| 217 |
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cloudpickle==3.1.2
|
| 218 |
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zipp==3.23.0
|
| 219 |
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flashinfer-python==0.2.2.post1+cu124torch2.6
|
| 220 |
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uvicorn==0.44.0
|
| 221 |
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aiohttp==3.13.5
|
| 222 |
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lark==1.2.2
|
| 223 |
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rpds-py==0.30.0
|
| 224 |
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fsspec==2026.2.0
|
| 225 |
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torch==2.6.0
|
| 226 |
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jsonschema-specifications==2025.9.1
|
| 227 |
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smart_open==7.5.1
|
| 228 |
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colorful==0.5.8
|
| 229 |
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verl==0.4.0.dev0
|
| 230 |
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pycparser==3.0
|
| 231 |
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opencensus-context==0.1.3
|
| 232 |
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PyYAML==6.0.3
|
| 233 |
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opentelemetry-semantic-conventions-ai==0.4.13
|
| 234 |
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pyzmq==27.1.0
|
| 235 |
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gpustat==1.1.1
|
| 236 |
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depyf==0.18.0
|
| 237 |
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certifi==2026.2.25
|
| 238 |
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uvloop==0.22.1
|
| 239 |
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qwen-vl-utils==0.0.14
|
| 240 |
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huggingface_hub==0.36.2
|
| 241 |
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email-validator==2.3.0
|
| 242 |
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xgrammar==0.1.18
|
| 243 |
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outlines_core==0.1.26
|
| 244 |
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interegular==0.3.3
|
| 245 |
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pre_commit==4.5.1
|
| 246 |
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pytest==9.0.2
|
| 247 |
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pydantic==2.12.5
|
| 248 |
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fastapi==0.135.3
|
| 249 |
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nvidia-ml-py==13.595.45
|
| 250 |
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fastapi-cloud-cli==0.16.0
|
| 251 |
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nvidia-cublas-cu12==12.4.5.8
|
| 252 |
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nvidia-curand-cu12==10.3.5.147
|
| 253 |
+
mdurl==0.1.2
|
| 254 |
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vllm==0.8.5.post1
|
| 255 |
+
httpcore==1.0.9
|
| 256 |
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jaraco.functools==4.4.0
|
| 257 |
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zipp==3.23.0
|
| 258 |
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more-itertools==10.8.0
|
| 259 |
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backports.tarfile==1.2.0
|
| 260 |
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jaraco.context==6.1.0
|
| 261 |
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wheel==0.46.3
|
| 262 |
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autocommand==2.2.2
|
| 263 |
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importlib_metadata==8.7.1
|
| 264 |
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tomli==2.4.0
|
| 265 |
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platformdirs==4.4.0
|
| 266 |
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jaraco.text==4.0.0
|
| 267 |
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packaging==26.0
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artifacts/wandb/offline-run-20260419_143530-ap53zftz/logs/debug-core.log
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|
|
|
|
|
|
|
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|
| 1 |
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{"time":"2026-04-19T14:35:30.652573963Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/dg_azanette_33000/tmp/tmpwd8rk95p/port-1603399.txt","pid":1603399,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
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{"time":"2026-04-19T14:35:30.653042906Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":1603399}
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{"time":"2026-04-19T14:35:30.653029791Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/dg_azanette_33000/tmp/wandb-1603399-1613328-3111169237/socket","Net":"unix"}}
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{"time":"2026-04-19T14:35:30.836271017Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
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{"time":"2026-04-19T14:35:30.843861418Z","level":"INFO","msg":"handleInformInit: received","streamId":"ap53zftz","id":"1(@)"}
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{"time":"2026-04-19T14:35:30.955383895Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"ap53zftz","id":"1(@)"}
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{"time":"2026-04-20T00:09:40.385889744Z","level":"INFO","msg":"handleInformFinish: finish message received","streamId":"ap53zftz","id":"1(@)"}
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| 8 |
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{"time":"2026-04-20T00:09:40.388290888Z","level":"INFO","msg":"handleInformFinish: stream closed","streamId":"ap53zftz","id":"1(@)"}
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artifacts/wandb/offline-run-20260419_143530-ap53zftz/logs/debug-internal.log
ADDED
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@@ -0,0 +1,14 @@
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|
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|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
| 1 |
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{"time":"2026-04-19T14:35:30.844857539Z","level":"INFO","msg":"wandb-core"}
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{"time":"2026-04-19T14:35:30.844867037Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"}
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{"time":"2026-04-19T14:35:30.954360329Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
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{"time":"2026-04-19T14:35:30.954422416Z","level":"INFO","msg":"stream: created new stream","id":"ap53zftz"}
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{"time":"2026-04-19T14:35:30.954473982Z","level":"INFO","msg":"handler: started"}
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| 6 |
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{"time":"2026-04-19T14:35:30.955376821Z","level":"INFO","msg":"stream: started"}
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{"time":"2026-04-19T14:35:30.955396647Z","level":"INFO","msg":"sender: started"}
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{"time":"2026-04-19T14:35:30.955393958Z","level":"INFO","msg":"writer: started","stream_id":"ap53zftz"}
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{"time":"2026-04-19T14:35:30.956128741Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
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| 10 |
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{"time":"2026-04-20T00:09:40.381010217Z","level":"INFO","msg":"handler: operation stats","stats":{}}
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| 11 |
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{"time":"2026-04-20T00:09:40.386160942Z","level":"INFO","msg":"stream: closing"}
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| 12 |
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{"time":"2026-04-20T00:09:40.386181187Z","level":"INFO","msg":"handler: closed"}
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| 13 |
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{"time":"2026-04-20T00:09:40.387912135Z","level":"INFO","msg":"sender: closed"}
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| 14 |
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{"time":"2026-04-20T00:09:40.387918183Z","level":"INFO","msg":"stream: closed"}
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artifacts/wandb/offline-run-20260419_143530-ap53zftz/logs/debug.log
ADDED
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@@ -0,0 +1,23 @@
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|
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|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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2026-04-19 14:35:30,558 INFO MainThread:1603399 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1
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| 2 |
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2026-04-19 14:35:30,558 INFO MainThread:1603399 [wandb_setup.py:_flush():81] Configure stats pid to 1603399
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| 3 |
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2026-04-19 14:35:30,558 INFO MainThread:1603399 [wandb_setup.py:_flush():81] Loading settings from environment variables
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| 4 |
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2026-04-19 14:35:30,558 INFO MainThread:1603399 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260419_143530-ap53zftz/logs/debug.log
|
| 5 |
+
2026-04-19 14:35:30,558 INFO MainThread:1603399 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260419_143530-ap53zftz/logs/debug-internal.log
|
| 6 |
+
2026-04-19 14:35:30,559 INFO MainThread:1603399 [wandb_init.py:init():844] calling init triggers
|
| 7 |
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2026-04-19 14:35:30,559 INFO MainThread:1603399 [wandb_init.py:init():849] wandb.init called with sweep_config: {}
|
| 8 |
+
config: {'data': {'tokenizer': None, 'use_shm': False, 'train_files': '/data/home/azanette/DSGRPO/assets/dapo17k_math/train.parquet', 'val_files': ['/data/home/azanette/DSGRPO/assets/math500/test.parquet', '/data/home/azanette/DSGRPO/assets/aime24/test.parquet', '/data/home/azanette/DSGRPO/assets/aime25/test.parquet', '/data/home/azanette/DSGRPO/assets/olympiadbench/test.parquet', '/data/home/azanette/DSGRPO/assets/amc23/test.parquet'], 'prompt_key': 'prompt', 'reward_fn_key': 'data_source', 'max_prompt_length': 1024, 'max_response_length': 2048, 'train_batch_size': 32, 'val_batch_size': None, 'return_raw_input_ids': False, 'return_raw_chat': False, 'return_full_prompt': False, 'shuffle': True, 'validation_shuffle': False, 'filter_overlong_prompts': True, 'filter_overlong_prompts_workers': 1, 'truncation': 'error', 'apply_chat_template': True, 'image_key': 'images', 'video_key': 'videos', 'trust_remote_code': False, 'custom_cls': {'path': None, 'name': None}, 'seed': 102}, 'resume_training_parameters': {'dataloader_local_path': None, 'resume_global_steps': None, 'wandb_id_to_resume': None}, 'diagnostics': {'grad_norm_threshold_for_saving_checkpoint': None, 'checkpoint_dir': None}, 'actor_rollout_ref': {'hybrid_engine': True, 'model': {'path': '/data/home/azanette/DSGRPO/assets/Qwen2.5-Math-1.5B', 'use_shm': False, 'external_lib': None, 'override_config': {}, 'attn_implementation': 'flash_attention_2', 'enable_gradient_checkpointing': True, 'enable_activation_offload': False, 'use_remove_padding': True, 'lora_rank': 0, 'lora_alpha': 16, 'target_modules': 'all-linear', 'use_liger': False, 'use_fused_kernels': False, 'fused_kernel_options': {'impl_backend': 'torch'}, 'trust_remote_code': False}, 'actor': {'strategy': 'fsdp', 'dtype': 'bfloat16', 'ppo_mini_batch_size': 32, 'ppo_micro_batch_size': None, 'ppo_micro_batch_size_per_gpu': 4, 'use_dynamic_bsz': False, 'ppo_max_token_len_per_gpu': 16384, 'grad_clip': 1.0, 'clip_ratio': 0.2, 'clip_ratio_low': 0.2, 'clip_ratio_high': 0.2, 'policy_loss': {'loss_mode': 'vanilla', 'clip_cov_ratio': 0.0002, 'clip_cov_lb': 1.0, 'clip_cov_ub': 5.0, 'kl_cov_ratio': 0.0002, 'ppo_kl_coef': 0.1}, 'clip_ratio_c': 3.0, 'loss_agg_mode': 'token-mean', 'entropy_coeff': 0, 'use_kl_loss': False, 'use_torch_compile': True, 'kl_loss_coef': 0.001, 'kl_loss_type': 'low_var_kl', 'ppo_epochs': 1, 'shuffle': False, 'ulysses_sequence_parallel_size': 1, 'entropy_from_logits_with_chunking': False, 'entropy_checkpointing': False, 'checkpoint': {'save_contents': ['hf_model'], 'load_contents': ['model', 'optimizer', 'extra']}, 'optim': {'lr': 1e-06, 'lr_warmup_steps': -1, 'lr_warmup_steps_ratio': 0.0, 'min_lr_ratio': 0.0, 'num_cycles': 0.5, 'warmup_style': 'constant', 'total_training_steps': 602, 'weight_decay': 0.01}, 'fsdp_config': {'wrap_policy': {'min_num_params': 0}, 'param_offload': False, 'optimizer_offload': False, 'offload_policy': False, 'reshard_after_forward': True, 'fsdp_size': -1, 'forward_prefetch': False}, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}, 'ref': {'strategy': 'fsdp', 'fsdp_config': {'param_offload': True, 'reshard_after_forward': True, 'forward_prefetch': False, 'wrap_policy': {'min_num_params': 0}}, 'use_torch_compile': True, 'log_prob_micro_batch_size': None, 'log_prob_micro_batch_size_per_gpu': 4, 'log_prob_use_dynamic_bsz': False, 'log_prob_max_token_len_per_gpu': 16384, 'ulysses_sequence_parallel_size': 1, 'entropy_from_logits_with_chunking': False, 'entropy_checkpointing': False, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}, 'rollout': {'name': 'vllm', 'mode': 'sync', 'temperature': 1.0, 'top_k': -1, 'top_p': 1, 'use_fire_sampling': False, 'prompt_length': 1024, 'response_length': 2048, 'dtype': 'bfloat16', 'gpu_memory_utilization': 0.6, 'ignore_eos': False, 'enforce_eager': False, 'free_cache_engine': False, 'load_format': 'dummy_dtensor', 'layered_summon': False, 'tensor_model_parallel_size': 1, 'max_num_batched_tokens': 8192, 'max_model_len': None, 'max_num_seqs': 1024, 'log_prob_micro_batch_size': None, 'log_prob_micro_batch_size_per_gpu': 4, 'log_prob_use_dynamic_bsz': False, 'log_prob_max_token_len_per_gpu': 16384, 'disable_log_stats': True, 'enable_chunked_prefill': True, 'do_sample': True, 'n': 8, 'engine_kwargs': {'vllm': {'swap_space': None, 'disable_mm_preprocessor_cache': False}, 'sglang': {'attention_backend': None}}, 'val_kwargs': {'top_k': -1, 'top_p': 1.0, 'temperature': 0.7, 'n': 128, 'do_sample': True, 'gen_batch_size': None}, 'multi_turn': {'enable': False, 'max_turns': None, 'tool_config_path': None, 'completion_callback': None, 'use_inference_chat_template': False, 'enable_tokenization_sanity_check': True}, 'calculate_log_probs': False, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}}, 'critic': {'rollout_n': 8, 'strategy': 'fsdp', 'optim': {'lr': 1e-05, 'lr_warmup_steps_ratio': 0.0, 'min_lr_ratio': None, 'warmup_style': 'constant', 'total_training_steps': 602, 'weight_decay': 0.01}, 'model': {'path': '~/models/deepseek-llm-7b-chat', 'use_shm': False, 'tokenizer_path': '/data/home/azanette/DSGRPO/assets/Qwen2.5-Math-1.5B', 'override_config': {}, 'external_lib': None, 'enable_gradient_checkpointing': True, 'enable_activation_offload': False, 'use_remove_padding': False, 'trust_remote_code': False, 'fsdp_config': {'param_offload': False, 'optimizer_offload': False, 'offload_policy': False, 'reshard_after_forward': True, 'wrap_policy': {'min_num_params': 0}, 'fsdp_size': -1, 'forward_prefetch': False}, 'lora_rank': 0, 'lora_alpha': 16, 'target_modules': 'all-linear'}, 'ppo_mini_batch_size': 32, 'ppo_micro_batch_size': None, 'ppo_micro_batch_size_per_gpu': None, 'forward_micro_batch_size': None, 'forward_micro_batch_size_per_gpu': None, 'use_dynamic_bsz': False, 'ppo_max_token_len_per_gpu': 32768, 'forward_max_token_len_per_gpu': 32768, 'ulysses_sequence_parallel_size': 1, 'ppo_epochs': 1, 'shuffle': False, 'grad_clip': 1.0, 'cliprange_value': 0.5, 'loss_agg_mode': 'token-mean', 'checkpoint': {'save_contents': [], 'load_contents': []}, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}, 'reward_model': {'enable': False, 'strategy': 'fsdp', 'model': {'input_tokenizer': '/data/home/azanette/DSGRPO/assets/Qwen2.5-Math-1.5B', 'path': '~/models/FsfairX-LLaMA3-RM-v0.1', 'use_shm': False, 'external_lib': None, 'use_remove_padding': False, 'use_fused_kernels': False, 'trust_remote_code': False, 'fsdp_config': {'wrap_policy': {'min_num_params': 0}, 'param_offload': False, 'reshard_after_forward': True, 'fsdp_size': -1, 'forward_prefetch': False}}, 'micro_batch_size': None, 'micro_batch_size_per_gpu': None, 'max_length': None, 'ulysses_sequence_parallel_size': 1, 'use_dynamic_bsz': False, 'forward_max_token_len_per_gpu': 32768, 'reward_manager': 'multi_thread', 'launch_reward_fn_async': False, 'sandbox_fusion': {'url': None, 'max_concurrent': 64}, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}, 'reward_kwargs': {'num_reward_actors': 32}}, 'custom_reward_function': {'path': None, 'name': 'compute_score'}, 'algorithm': {'gamma': 1.0, 'lam': 1.0, 'adv_estimator': 'differential_smoothing', 'norm_adv_by_std_in_grpo': True, 'pass_k': 1, 'advantage_type': 'grpo', 'use_kl_in_reward': True, 'truncate_order': 16, 'kl_penalty': 'kl', 'kl_ctrl': {'type': 'fixed', 'kl_coef': 0.0, 'horizon': 10000, 'target_kl': 0.1}, 'use_pf_ppo': False, 'pf_ppo': {'reweight_method': 'pow', 'weight_pow': 2.0}, 'correct_sample_log_prob_coef': 0.05, 'incorrect_sample_log_prob_coef': 0.05}, 'trainer': {'balance_batch': False, 'total_epochs': 30, 'total_training_steps': 602, 'profile_steps': None, 'controller_nsight_options': {'trace': 'cuda,nvtx,cublas,ucx', 'cuda-memory-usage': 'true', 'cuda-graph-trace': 'graph'}, 'worker_nsight_options': {'trace': 'cuda,nvtx,cublas,ucx', 'cuda-memory-usage': 'true', 'cuda-graph-trace': 'graph', 'capture-range': 'cudaProfilerApi', 'capture-range-end': None, 'kill': 'none'}, 'project_name': 'qwen2.5-1.5b-math-dsgrpo-dapo17k', 'experiment_name': 'dsgrpo_bs32_rollout8_lr1e-6_cs0.05_is0.05_seed102', 'logger': ['console', 'wandb'], 'log_val_generations': 0, 'rollout_data_dir': None, 'validation_data_dir': None, 'nnodes': 1, 'n_gpus_per_node': 4, 'save_freq': 100, 'resume_mode': 'auto', 'resume_from_path': None, 'val_before_train': False, 'val_only': False, 'val_on_last_step': True, 'test_freq': 100, 'eval_on_last_step': True, 'critic_warmup': 0, 'default_hdfs_dir': None, 'del_local_ckpt_after_load': False, 'default_local_dir': '/data/home/azanette/DSGRPO/hf_models/qwen2.5-1.5b-math-dsgrpo-dapo17k/dsgrpo_bs32_rollout8_lr1e-6_cs0.05_is0.05_seed102', 'max_actor_ckpt_to_keep': 3, 'max_critic_ckpt_to_keep': None, 'ray_wait_register_center_timeout': 300, 'device': 'cuda', 'enable_majority_voting': False}, 'ray_init': {'num_cpus': None, 'timeline_json_file': None, 'ray_dir': '/tmp/dg_azanette_33000'}, '_wandb': {}}
|
| 9 |
+
2026-04-19 14:35:30,559 INFO MainThread:1603399 [wandb_init.py:init():892] starting backend
|
| 10 |
+
2026-04-19 14:35:30,836 INFO MainThread:1603399 [wandb_init.py:init():895] sending inform_init request
|
| 11 |
+
2026-04-19 14:35:30,841 INFO MainThread:1603399 [wandb_init.py:init():903] backend started and connected
|
| 12 |
+
2026-04-19 14:35:30,844 INFO MainThread:1603399 [wandb_init.py:init():973] updated telemetry
|
| 13 |
+
2026-04-19 14:35:30,858 INFO MainThread:1603399 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-04-19 14:35:30,958 INFO MainThread:1603399 [wandb_init.py:init():1042] starting run threads in backend
|
| 15 |
+
2026-04-19 14:35:31,283 INFO MainThread:1603399 [wandb_run.py:_console_start():2524] atexit reg
|
| 16 |
+
2026-04-19 14:35:31,283 INFO MainThread:1603399 [wandb_run.py:_redirect():2373] redirect: wrap_raw
|
| 17 |
+
2026-04-19 14:35:31,283 INFO MainThread:1603399 [wandb_run.py:_redirect():2442] Wrapping output streams.
|
| 18 |
+
2026-04-19 14:35:31,283 INFO MainThread:1603399 [wandb_run.py:_redirect():2465] Redirects installed.
|
| 19 |
+
2026-04-19 14:35:31,286 INFO MainThread:1603399 [wandb_init.py:init():1082] run started, returning control to user process
|
| 20 |
+
2026-04-20 00:09:40,375 INFO MainThread:1603399 [wandb_run.py:_finish():2291] finishing run qwen2.5-1.5b-math-dsgrpo-dapo17k/ap53zftz
|
| 21 |
+
2026-04-20 00:09:40,377 INFO MainThread:1603399 [wandb_run.py:_atexit_cleanup():2490] got exitcode: 0
|
| 22 |
+
2026-04-20 00:09:40,378 INFO MainThread:1603399 [wandb_run.py:_restore():2472] restore
|
| 23 |
+
2026-04-20 00:09:40,378 INFO MainThread:1603399 [wandb_run.py:_restore():2478] restore done
|
artifacts/wandb/offline-run-20260420_001659-tp05nm10/files/requirements.txt
ADDED
|
@@ -0,0 +1,267 @@
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|
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|
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
| 1 |
+
verl==0.4.0.dev0
|
| 2 |
+
colorama==0.4.6
|
| 3 |
+
psutil==7.2.2
|
| 4 |
+
verl==0.4.0.dev0
|
| 5 |
+
PyYAML==6.0.3
|
| 6 |
+
huggingface_hub==0.36.2
|
| 7 |
+
charset-normalizer==3.4.7
|
| 8 |
+
httpcore==1.0.9
|
| 9 |
+
anyio==4.13.0
|
| 10 |
+
certifi==2026.2.25
|
| 11 |
+
typer==0.24.1
|
| 12 |
+
hf-xet==1.4.3
|
| 13 |
+
h11==0.16.0
|
| 14 |
+
click==8.3.2
|
| 15 |
+
packaging==26.1
|
| 16 |
+
markdown-it-py==4.0.0
|
| 17 |
+
exceptiongroup==1.3.1
|
| 18 |
+
rich==15.0.0
|
| 19 |
+
fsspec==2026.3.0
|
| 20 |
+
tqdm==4.67.3
|
| 21 |
+
urllib3==2.6.3
|
| 22 |
+
httpx==0.28.1
|
| 23 |
+
filelock==3.28.0
|
| 24 |
+
idna==3.11
|
| 25 |
+
shellingham==1.5.4
|
| 26 |
+
mdurl==0.1.2
|
| 27 |
+
typing_extensions==4.15.0
|
| 28 |
+
requests==2.33.1
|
| 29 |
+
annotated-doc==0.0.4
|
| 30 |
+
Pygments==2.20.0
|
| 31 |
+
attrs==26.1.0
|
| 32 |
+
pydantic-extra-types==2.11.2
|
| 33 |
+
rignore==0.7.6
|
| 34 |
+
smmap==5.0.3
|
| 35 |
+
msgpack==1.1.2
|
| 36 |
+
pyarrow==23.0.1
|
| 37 |
+
tokenizers==0.22.2
|
| 38 |
+
dnspython==2.8.0
|
| 39 |
+
filelock==3.25.2
|
| 40 |
+
propcache==0.4.1
|
| 41 |
+
watchfiles==1.1.1
|
| 42 |
+
pandas==2.3.3
|
| 43 |
+
shellingham==1.5.4
|
| 44 |
+
nvidia-cudnn-cu12==9.1.0.70
|
| 45 |
+
GitPython==3.1.46
|
| 46 |
+
typer==0.24.1
|
| 47 |
+
nvidia-cusparse-cu12==12.3.1.170
|
| 48 |
+
llguidance==0.7.30
|
| 49 |
+
python-multipart==0.0.24
|
| 50 |
+
nodeenv==1.10.0
|
| 51 |
+
jiter==0.13.0
|
| 52 |
+
opentelemetry-semantic-conventions==0.61b0
|
| 53 |
+
networkx==3.4.2
|
| 54 |
+
antlr4-python3-runtime==4.9.3
|
| 55 |
+
opencv-python==4.13.0.92
|
| 56 |
+
opentelemetry-exporter-otlp-proto-grpc==1.26.0
|
| 57 |
+
typing_extensions==4.15.0
|
| 58 |
+
pillow==12.2.0
|
| 59 |
+
websockets==16.0
|
| 60 |
+
cfgv==3.5.0
|
| 61 |
+
distro==1.9.0
|
| 62 |
+
accelerate==1.13.0
|
| 63 |
+
tzdata==2026.1
|
| 64 |
+
sniffio==1.3.1
|
| 65 |
+
numpy==2.2.6
|
| 66 |
+
xxhash==3.6.0
|
| 67 |
+
py-cpuinfo==9.0.0
|
| 68 |
+
nvidia-cuda-cupti-cu12==12.4.127
|
| 69 |
+
opentelemetry-exporter-otlp-proto-common==1.26.0
|
| 70 |
+
platformdirs==4.9.4
|
| 71 |
+
pydantic-settings==2.13.1
|
| 72 |
+
distlib==0.4.0
|
| 73 |
+
markdown-it-py==4.0.0
|
| 74 |
+
nest-asyncio==1.6.0
|
| 75 |
+
orjson==3.11.8
|
| 76 |
+
python-discovery==1.2.1
|
| 77 |
+
cryptography==46.0.6
|
| 78 |
+
prometheus-fastapi-instrumentator==7.1.0
|
| 79 |
+
sentencepiece==0.2.1
|
| 80 |
+
opencv-fixer==0.2.5
|
| 81 |
+
opentelemetry-exporter-prometheus==0.61b0
|
| 82 |
+
aiohappyeyeballs==2.6.1
|
| 83 |
+
hf_transfer==0.1.9
|
| 84 |
+
partial-json-parser==0.2.1.1.post7
|
| 85 |
+
multiprocess==0.70.19
|
| 86 |
+
importlib_metadata==8.0.0
|
| 87 |
+
latex2sympy2_extended==1.11.0
|
| 88 |
+
opentelemetry-proto==1.26.0
|
| 89 |
+
pylatexenc==2.10
|
| 90 |
+
nvidia-cusolver-cu12==11.6.1.9
|
| 91 |
+
av==17.0.0
|
| 92 |
+
MarkupSafe==3.0.3
|
| 93 |
+
safetensors==0.7.0
|
| 94 |
+
jsonschema==4.26.0
|
| 95 |
+
opencensus==0.11.4
|
| 96 |
+
cuda-pathfinder==1.5.2
|
| 97 |
+
hf-xet==1.4.3
|
| 98 |
+
google-auth==2.49.1
|
| 99 |
+
outlines==0.1.11
|
| 100 |
+
identify==2.6.18
|
| 101 |
+
nvidia-nvjitlink-cu12==12.4.127
|
| 102 |
+
async-timeout==5.0.1
|
| 103 |
+
httpx==0.28.1
|
| 104 |
+
grpcio==1.80.0
|
| 105 |
+
nvidia-cufft-cu12==11.2.1.3
|
| 106 |
+
mpmath==1.3.0
|
| 107 |
+
iniconfig==2.3.0
|
| 108 |
+
python-dotenv==1.2.2
|
| 109 |
+
pip==26.0.1
|
| 110 |
+
setuptools==80.10.2
|
| 111 |
+
lm-format-enforcer==0.10.12
|
| 112 |
+
wrapt==2.1.2
|
| 113 |
+
anyio==4.13.0
|
| 114 |
+
mistral_common==1.11.0
|
| 115 |
+
tqdm==4.67.3
|
| 116 |
+
mathruler==0.1.0
|
| 117 |
+
openai==2.30.0
|
| 118 |
+
dill==0.4.1
|
| 119 |
+
aiosignal==1.4.0
|
| 120 |
+
virtualenv==21.2.0
|
| 121 |
+
wcwidth==0.6.0
|
| 122 |
+
nvidia-cuda-runtime-cu12==12.4.127
|
| 123 |
+
sympy==1.13.1
|
| 124 |
+
scipy==1.15.3
|
| 125 |
+
math-verify==0.9.0
|
| 126 |
+
wandb==0.25.1
|
| 127 |
+
referencing==0.37.0
|
| 128 |
+
airportsdata==20260315
|
| 129 |
+
opencv-python-headless==4.13.0.92
|
| 130 |
+
annotated-doc==0.0.4
|
| 131 |
+
datasets==4.8.4
|
| 132 |
+
pyext==0.7
|
| 133 |
+
opentelemetry-sdk==1.40.0
|
| 134 |
+
hydra-core==1.3.2
|
| 135 |
+
nvidia-nccl-cu12==2.21.5
|
| 136 |
+
idna==3.11
|
| 137 |
+
blessed==1.33.0
|
| 138 |
+
charset-normalizer==3.4.7
|
| 139 |
+
transformers==4.56.0
|
| 140 |
+
fastapi-cli==0.0.24
|
| 141 |
+
pyasn1==0.6.3
|
| 142 |
+
h11==0.16.0
|
| 143 |
+
tomli==2.4.1
|
| 144 |
+
wheel==0.46.3
|
| 145 |
+
opentelemetry-exporter-otlp==1.26.0
|
| 146 |
+
prometheus_client==0.24.1
|
| 147 |
+
nvidia-nvtx-cu12==12.4.127
|
| 148 |
+
googleapis-common-protos==1.74.0
|
| 149 |
+
annotated-types==0.7.0
|
| 150 |
+
nvidia-cusparselt-cu12==0.6.2
|
| 151 |
+
compressed-tensors==0.9.3
|
| 152 |
+
rich-toolkit==0.19.7
|
| 153 |
+
codetiming==1.4.0
|
| 154 |
+
omegaconf==2.3.0
|
| 155 |
+
regex==2026.4.4
|
| 156 |
+
proto-plus==1.27.2
|
| 157 |
+
requests==2.33.1
|
| 158 |
+
torchdata==0.11.0
|
| 159 |
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google-api-core==2.30.2
|
| 160 |
+
opentelemetry-exporter-otlp-proto-http==1.26.0
|
| 161 |
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Pygments==2.20.0
|
| 162 |
+
rich==14.3.3
|
| 163 |
+
urllib3==2.6.3
|
| 164 |
+
opentelemetry-api==1.40.0
|
| 165 |
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Deprecated==1.3.1
|
| 166 |
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pydantic_core==2.41.5
|
| 167 |
+
six==1.17.0
|
| 168 |
+
packaging==26.0
|
| 169 |
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exceptiongroup==1.3.1
|
| 170 |
+
cupy-cuda12x==14.0.1
|
| 171 |
+
tensordict==0.6.2
|
| 172 |
+
torchaudio==2.6.0
|
| 173 |
+
torchvision==0.21.0
|
| 174 |
+
pytz==2026.1.post1
|
| 175 |
+
frozenlist==1.8.0
|
| 176 |
+
starlette==0.52.1
|
| 177 |
+
ninja==1.13.0
|
| 178 |
+
numba==0.61.2
|
| 179 |
+
llvmlite==0.44.0
|
| 180 |
+
ruff==0.15.9
|
| 181 |
+
tiktoken==0.12.0
|
| 182 |
+
aiohttp-cors==0.8.1
|
| 183 |
+
python-json-logger==4.1.0
|
| 184 |
+
click==8.3.2
|
| 185 |
+
Jinja2==3.1.6
|
| 186 |
+
pycountry==26.2.16
|
| 187 |
+
httptools==0.7.1
|
| 188 |
+
typing-inspection==0.4.2
|
| 189 |
+
peft==0.17.0
|
| 190 |
+
gitdb==4.0.12
|
| 191 |
+
pybind11==3.0.3
|
| 192 |
+
psutil==7.2.2
|
| 193 |
+
fastar==0.9.0
|
| 194 |
+
py-spy==0.4.1
|
| 195 |
+
xformers==0.0.29.post2
|
| 196 |
+
nvidia-cuda-nvrtc-cu12==12.4.127
|
| 197 |
+
protobuf==4.25.9
|
| 198 |
+
cffi==2.0.0
|
| 199 |
+
einops==0.8.2
|
| 200 |
+
optree==0.19.0
|
| 201 |
+
yarl==1.23.0
|
| 202 |
+
diskcache==5.6.3
|
| 203 |
+
astor==0.8.1
|
| 204 |
+
flash_attn==2.7.4.post1
|
| 205 |
+
python-dateutil==2.9.0.post0
|
| 206 |
+
triton==3.2.0
|
| 207 |
+
sentry-sdk==2.57.0
|
| 208 |
+
msgspec==0.20.0
|
| 209 |
+
pluggy==1.6.0
|
| 210 |
+
pyasn1_modules==0.4.2
|
| 211 |
+
liger_kernel==0.7.0
|
| 212 |
+
multidict==6.7.1
|
| 213 |
+
ray==2.54.1
|
| 214 |
+
gguf==0.18.0
|
| 215 |
+
blake3==1.0.8
|
| 216 |
+
cachetools==7.0.5
|
| 217 |
+
cloudpickle==3.1.2
|
| 218 |
+
zipp==3.23.0
|
| 219 |
+
flashinfer-python==0.2.2.post1+cu124torch2.6
|
| 220 |
+
uvicorn==0.44.0
|
| 221 |
+
aiohttp==3.13.5
|
| 222 |
+
lark==1.2.2
|
| 223 |
+
rpds-py==0.30.0
|
| 224 |
+
fsspec==2026.2.0
|
| 225 |
+
torch==2.6.0
|
| 226 |
+
jsonschema-specifications==2025.9.1
|
| 227 |
+
smart_open==7.5.1
|
| 228 |
+
colorful==0.5.8
|
| 229 |
+
verl==0.4.0.dev0
|
| 230 |
+
pycparser==3.0
|
| 231 |
+
opencensus-context==0.1.3
|
| 232 |
+
PyYAML==6.0.3
|
| 233 |
+
opentelemetry-semantic-conventions-ai==0.4.13
|
| 234 |
+
pyzmq==27.1.0
|
| 235 |
+
gpustat==1.1.1
|
| 236 |
+
depyf==0.18.0
|
| 237 |
+
certifi==2026.2.25
|
| 238 |
+
uvloop==0.22.1
|
| 239 |
+
qwen-vl-utils==0.0.14
|
| 240 |
+
huggingface_hub==0.36.2
|
| 241 |
+
email-validator==2.3.0
|
| 242 |
+
xgrammar==0.1.18
|
| 243 |
+
outlines_core==0.1.26
|
| 244 |
+
interegular==0.3.3
|
| 245 |
+
pre_commit==4.5.1
|
| 246 |
+
pytest==9.0.2
|
| 247 |
+
pydantic==2.12.5
|
| 248 |
+
fastapi==0.135.3
|
| 249 |
+
nvidia-ml-py==13.595.45
|
| 250 |
+
fastapi-cloud-cli==0.16.0
|
| 251 |
+
nvidia-cublas-cu12==12.4.5.8
|
| 252 |
+
nvidia-curand-cu12==10.3.5.147
|
| 253 |
+
mdurl==0.1.2
|
| 254 |
+
vllm==0.8.5.post1
|
| 255 |
+
httpcore==1.0.9
|
| 256 |
+
jaraco.functools==4.4.0
|
| 257 |
+
zipp==3.23.0
|
| 258 |
+
more-itertools==10.8.0
|
| 259 |
+
backports.tarfile==1.2.0
|
| 260 |
+
jaraco.context==6.1.0
|
| 261 |
+
wheel==0.46.3
|
| 262 |
+
autocommand==2.2.2
|
| 263 |
+
importlib_metadata==8.7.1
|
| 264 |
+
tomli==2.4.0
|
| 265 |
+
platformdirs==4.4.0
|
| 266 |
+
jaraco.text==4.0.0
|
| 267 |
+
packaging==26.0
|
artifacts/wandb/offline-run-20260420_001659-tp05nm10/logs/debug-core.log
ADDED
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-20T00:16:59.55511321Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/dg_azanette_24000/tmp/tmput82mtau/port-2530064.txt","pid":2530064,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
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| 2 |
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{"time":"2026-04-20T00:16:59.55565426Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":2530064}
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| 3 |
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{"time":"2026-04-20T00:16:59.555639377Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/dg_azanette_24000/tmp/wandb-2530064-2539736-761253179/socket","Net":"unix"}}
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| 4 |
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{"time":"2026-04-20T00:16:59.738472849Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
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| 5 |
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{"time":"2026-04-20T00:16:59.746127119Z","level":"INFO","msg":"handleInformInit: received","streamId":"tp05nm10","id":"1(@)"}
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| 6 |
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{"time":"2026-04-20T00:16:59.871135294Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"tp05nm10","id":"1(@)"}
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| 7 |
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{"time":"2026-04-20T09:49:33.201670392Z","level":"INFO","msg":"handleInformFinish: finish message received","streamId":"tp05nm10","id":"1(@)"}
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| 8 |
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{"time":"2026-04-20T09:49:33.204612379Z","level":"INFO","msg":"handleInformFinish: stream closed","streamId":"tp05nm10","id":"1(@)"}
|
artifacts/wandb/offline-run-20260420_001659-tp05nm10/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,14 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-20T00:16:59.747065857Z","level":"INFO","msg":"wandb-core"}
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| 2 |
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{"time":"2026-04-20T00:16:59.747088879Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"}
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| 3 |
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{"time":"2026-04-20T00:16:59.863227846Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
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| 4 |
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{"time":"2026-04-20T00:16:59.863317264Z","level":"INFO","msg":"stream: created new stream","id":"tp05nm10"}
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| 5 |
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{"time":"2026-04-20T00:16:59.863361904Z","level":"INFO","msg":"handler: started"}
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| 6 |
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{"time":"2026-04-20T00:16:59.871127086Z","level":"INFO","msg":"stream: started"}
|
| 7 |
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{"time":"2026-04-20T00:16:59.871175611Z","level":"INFO","msg":"writer: started","stream_id":"tp05nm10"}
|
| 8 |
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{"time":"2026-04-20T00:16:59.871204723Z","level":"INFO","msg":"sender: started"}
|
| 9 |
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{"time":"2026-04-20T00:16:59.871788041Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
| 10 |
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{"time":"2026-04-20T09:49:33.197599626Z","level":"INFO","msg":"handler: operation stats","stats":{}}
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| 11 |
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{"time":"2026-04-20T09:49:33.201694767Z","level":"INFO","msg":"stream: closing"}
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| 12 |
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{"time":"2026-04-20T09:49:33.201707146Z","level":"INFO","msg":"handler: closed"}
|
| 13 |
+
{"time":"2026-04-20T09:49:33.204269321Z","level":"INFO","msg":"sender: closed"}
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| 14 |
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{"time":"2026-04-20T09:49:33.204283589Z","level":"INFO","msg":"stream: closed"}
|
artifacts/wandb/offline-run-20260420_001659-tp05nm10/logs/debug.log
ADDED
|
@@ -0,0 +1,23 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-04-20 00:16:59,490 INFO MainThread:2530064 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1
|
| 2 |
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2026-04-20 00:16:59,491 INFO MainThread:2530064 [wandb_setup.py:_flush():81] Configure stats pid to 2530064
|
| 3 |
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2026-04-20 00:16:59,491 INFO MainThread:2530064 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-04-20 00:16:59,491 INFO MainThread:2530064 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260420_001659-tp05nm10/logs/debug.log
|
| 5 |
+
2026-04-20 00:16:59,491 INFO MainThread:2530064 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260420_001659-tp05nm10/logs/debug-internal.log
|
| 6 |
+
2026-04-20 00:16:59,491 INFO MainThread:2530064 [wandb_init.py:init():844] calling init triggers
|
| 7 |
+
2026-04-20 00:16:59,491 INFO MainThread:2530064 [wandb_init.py:init():849] wandb.init called with sweep_config: {}
|
| 8 |
+
config: {'data': {'tokenizer': None, 'use_shm': False, 'train_files': '/data/home/azanette/DSGRPO/assets/dapo17k_math/train.parquet', 'val_files': ['/data/home/azanette/DSGRPO/assets/math500/test.parquet', '/data/home/azanette/DSGRPO/assets/aime24/test.parquet', '/data/home/azanette/DSGRPO/assets/aime25/test.parquet', '/data/home/azanette/DSGRPO/assets/olympiadbench/test.parquet', '/data/home/azanette/DSGRPO/assets/amc23/test.parquet'], 'prompt_key': 'prompt', 'reward_fn_key': 'data_source', 'max_prompt_length': 1024, 'max_response_length': 2048, 'train_batch_size': 32, 'val_batch_size': None, 'return_raw_input_ids': False, 'return_raw_chat': False, 'return_full_prompt': False, 'shuffle': True, 'validation_shuffle': False, 'filter_overlong_prompts': True, 'filter_overlong_prompts_workers': 1, 'truncation': 'error', 'apply_chat_template': True, 'image_key': 'images', 'video_key': 'videos', 'trust_remote_code': False, 'custom_cls': {'path': None, 'name': None}, 'seed': 103}, 'resume_training_parameters': {'dataloader_local_path': None, 'resume_global_steps': None, 'wandb_id_to_resume': None}, 'diagnostics': {'grad_norm_threshold_for_saving_checkpoint': None, 'checkpoint_dir': None}, 'actor_rollout_ref': {'hybrid_engine': True, 'model': {'path': '/data/home/azanette/DSGRPO/assets/Qwen2.5-Math-1.5B', 'use_shm': False, 'external_lib': None, 'override_config': {}, 'attn_implementation': 'flash_attention_2', 'enable_gradient_checkpointing': True, 'enable_activation_offload': False, 'use_remove_padding': True, 'lora_rank': 0, 'lora_alpha': 16, 'target_modules': 'all-linear', 'use_liger': False, 'use_fused_kernels': False, 'fused_kernel_options': {'impl_backend': 'torch'}, 'trust_remote_code': False}, 'actor': {'strategy': 'fsdp', 'dtype': 'bfloat16', 'ppo_mini_batch_size': 32, 'ppo_micro_batch_size': None, 'ppo_micro_batch_size_per_gpu': 4, 'use_dynamic_bsz': False, 'ppo_max_token_len_per_gpu': 16384, 'grad_clip': 1.0, 'clip_ratio': 0.2, 'clip_ratio_low': 0.2, 'clip_ratio_high': 0.2, 'policy_loss': {'loss_mode': 'vanilla', 'clip_cov_ratio': 0.0002, 'clip_cov_lb': 1.0, 'clip_cov_ub': 5.0, 'kl_cov_ratio': 0.0002, 'ppo_kl_coef': 0.1}, 'clip_ratio_c': 3.0, 'loss_agg_mode': 'token-mean', 'entropy_coeff': 0, 'use_kl_loss': False, 'use_torch_compile': True, 'kl_loss_coef': 0.001, 'kl_loss_type': 'low_var_kl', 'ppo_epochs': 1, 'shuffle': False, 'ulysses_sequence_parallel_size': 1, 'entropy_from_logits_with_chunking': False, 'entropy_checkpointing': False, 'checkpoint': {'save_contents': ['hf_model'], 'load_contents': ['model', 'optimizer', 'extra']}, 'optim': {'lr': 1e-06, 'lr_warmup_steps': -1, 'lr_warmup_steps_ratio': 0.0, 'min_lr_ratio': 0.0, 'num_cycles': 0.5, 'warmup_style': 'constant', 'total_training_steps': 602, 'weight_decay': 0.01}, 'fsdp_config': {'wrap_policy': {'min_num_params': 0}, 'param_offload': False, 'optimizer_offload': False, 'offload_policy': False, 'reshard_after_forward': True, 'fsdp_size': -1, 'forward_prefetch': False}, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}, 'ref': {'strategy': 'fsdp', 'fsdp_config': {'param_offload': True, 'reshard_after_forward': True, 'forward_prefetch': False, 'wrap_policy': {'min_num_params': 0}}, 'use_torch_compile': True, 'log_prob_micro_batch_size': None, 'log_prob_micro_batch_size_per_gpu': 4, 'log_prob_use_dynamic_bsz': False, 'log_prob_max_token_len_per_gpu': 16384, 'ulysses_sequence_parallel_size': 1, 'entropy_from_logits_with_chunking': False, 'entropy_checkpointing': False, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}, 'rollout': {'name': 'vllm', 'mode': 'sync', 'temperature': 1.0, 'top_k': -1, 'top_p': 1, 'use_fire_sampling': False, 'prompt_length': 1024, 'response_length': 2048, 'dtype': 'bfloat16', 'gpu_memory_utilization': 0.6, 'ignore_eos': False, 'enforce_eager': False, 'free_cache_engine': False, 'load_format': 'dummy_dtensor', 'layered_summon': False, 'tensor_model_parallel_size': 1, 'max_num_batched_tokens': 8192, 'max_model_len': None, 'max_num_seqs': 1024, 'log_prob_micro_batch_size': None, 'log_prob_micro_batch_size_per_gpu': 4, 'log_prob_use_dynamic_bsz': False, 'log_prob_max_token_len_per_gpu': 16384, 'disable_log_stats': True, 'enable_chunked_prefill': True, 'do_sample': True, 'n': 8, 'engine_kwargs': {'vllm': {'swap_space': None, 'disable_mm_preprocessor_cache': False}, 'sglang': {'attention_backend': None}}, 'val_kwargs': {'top_k': -1, 'top_p': 1.0, 'temperature': 0.7, 'n': 128, 'do_sample': True, 'gen_batch_size': None}, 'multi_turn': {'enable': False, 'max_turns': None, 'tool_config_path': None, 'completion_callback': None, 'use_inference_chat_template': False, 'enable_tokenization_sanity_check': True}, 'calculate_log_probs': False, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}}, 'critic': {'rollout_n': 8, 'strategy': 'fsdp', 'optim': {'lr': 1e-05, 'lr_warmup_steps_ratio': 0.0, 'min_lr_ratio': None, 'warmup_style': 'constant', 'total_training_steps': 602, 'weight_decay': 0.01}, 'model': {'path': '~/models/deepseek-llm-7b-chat', 'use_shm': False, 'tokenizer_path': '/data/home/azanette/DSGRPO/assets/Qwen2.5-Math-1.5B', 'override_config': {}, 'external_lib': None, 'enable_gradient_checkpointing': True, 'enable_activation_offload': False, 'use_remove_padding': False, 'trust_remote_code': False, 'fsdp_config': {'param_offload': False, 'optimizer_offload': False, 'offload_policy': False, 'reshard_after_forward': True, 'wrap_policy': {'min_num_params': 0}, 'fsdp_size': -1, 'forward_prefetch': False}, 'lora_rank': 0, 'lora_alpha': 16, 'target_modules': 'all-linear'}, 'ppo_mini_batch_size': 32, 'ppo_micro_batch_size': None, 'ppo_micro_batch_size_per_gpu': None, 'forward_micro_batch_size': None, 'forward_micro_batch_size_per_gpu': None, 'use_dynamic_bsz': False, 'ppo_max_token_len_per_gpu': 32768, 'forward_max_token_len_per_gpu': 32768, 'ulysses_sequence_parallel_size': 1, 'ppo_epochs': 1, 'shuffle': False, 'grad_clip': 1.0, 'cliprange_value': 0.5, 'loss_agg_mode': 'token-mean', 'checkpoint': {'save_contents': [], 'load_contents': []}, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}, 'reward_model': {'enable': False, 'strategy': 'fsdp', 'model': {'input_tokenizer': '/data/home/azanette/DSGRPO/assets/Qwen2.5-Math-1.5B', 'path': '~/models/FsfairX-LLaMA3-RM-v0.1', 'use_shm': False, 'external_lib': None, 'use_remove_padding': False, 'use_fused_kernels': False, 'trust_remote_code': False, 'fsdp_config': {'wrap_policy': {'min_num_params': 0}, 'param_offload': False, 'reshard_after_forward': True, 'fsdp_size': -1, 'forward_prefetch': False}}, 'micro_batch_size': None, 'micro_batch_size_per_gpu': None, 'max_length': None, 'ulysses_sequence_parallel_size': 1, 'use_dynamic_bsz': False, 'forward_max_token_len_per_gpu': 32768, 'reward_manager': 'multi_thread', 'launch_reward_fn_async': False, 'sandbox_fusion': {'url': None, 'max_concurrent': 64}, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}, 'reward_kwargs': {'num_reward_actors': 32}}, 'custom_reward_function': {'path': None, 'name': 'compute_score'}, 'algorithm': {'gamma': 1.0, 'lam': 1.0, 'adv_estimator': 'differential_smoothing', 'norm_adv_by_std_in_grpo': True, 'pass_k': 1, 'advantage_type': 'grpo', 'use_kl_in_reward': True, 'truncate_order': 16, 'kl_penalty': 'kl', 'kl_ctrl': {'type': 'fixed', 'kl_coef': 0.0, 'horizon': 10000, 'target_kl': 0.1}, 'use_pf_ppo': False, 'pf_ppo': {'reweight_method': 'pow', 'weight_pow': 2.0}, 'correct_sample_log_prob_coef': 0.0, 'incorrect_sample_log_prob_coef': 0.0}, 'trainer': {'balance_batch': False, 'total_epochs': 30, 'total_training_steps': 602, 'profile_steps': None, 'controller_nsight_options': {'trace': 'cuda,nvtx,cublas,ucx', 'cuda-memory-usage': 'true', 'cuda-graph-trace': 'graph'}, 'worker_nsight_options': {'trace': 'cuda,nvtx,cublas,ucx', 'cuda-memory-usage': 'true', 'cuda-graph-trace': 'graph', 'capture-range': 'cudaProfilerApi', 'capture-range-end': None, 'kill': 'none'}, 'project_name': 'qwen2.5-1.5b-math-dsgrpo-dapo17k', 'experiment_name': 'dsgrpo_bs32_rollout8_lr1e-6_cs0.00_is0.00_seed103', 'logger': ['console', 'wandb'], 'log_val_generations': 0, 'rollout_data_dir': None, 'validation_data_dir': None, 'nnodes': 1, 'n_gpus_per_node': 4, 'save_freq': 100, 'resume_mode': 'auto', 'resume_from_path': None, 'val_before_train': False, 'val_only': False, 'val_on_last_step': True, 'test_freq': 100, 'eval_on_last_step': True, 'critic_warmup': 0, 'default_hdfs_dir': None, 'del_local_ckpt_after_load': False, 'default_local_dir': '/data/home/azanette/DSGRPO/hf_models/qwen2.5-1.5b-math-dsgrpo-dapo17k/dsgrpo_bs32_rollout8_lr1e-6_cs0.00_is0.00_seed103', 'max_actor_ckpt_to_keep': 3, 'max_critic_ckpt_to_keep': None, 'ray_wait_register_center_timeout': 300, 'device': 'cuda', 'enable_majority_voting': False}, 'ray_init': {'num_cpus': None, 'timeline_json_file': None, 'ray_dir': '/tmp/dg_azanette_24000'}, '_wandb': {}}
|
| 9 |
+
2026-04-20 00:16:59,491 INFO MainThread:2530064 [wandb_init.py:init():892] starting backend
|
| 10 |
+
2026-04-20 00:16:59,738 INFO MainThread:2530064 [wandb_init.py:init():895] sending inform_init request
|
| 11 |
+
2026-04-20 00:16:59,744 INFO MainThread:2530064 [wandb_init.py:init():903] backend started and connected
|
| 12 |
+
2026-04-20 00:16:59,748 INFO MainThread:2530064 [wandb_init.py:init():973] updated telemetry
|
| 13 |
+
2026-04-20 00:16:59,760 INFO MainThread:2530064 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-04-20 00:16:59,873 INFO MainThread:2530064 [wandb_init.py:init():1042] starting run threads in backend
|
| 15 |
+
2026-04-20 00:17:00,099 INFO MainThread:2530064 [wandb_run.py:_console_start():2524] atexit reg
|
| 16 |
+
2026-04-20 00:17:00,099 INFO MainThread:2530064 [wandb_run.py:_redirect():2373] redirect: wrap_raw
|
| 17 |
+
2026-04-20 00:17:00,099 INFO MainThread:2530064 [wandb_run.py:_redirect():2442] Wrapping output streams.
|
| 18 |
+
2026-04-20 00:17:00,099 INFO MainThread:2530064 [wandb_run.py:_redirect():2465] Redirects installed.
|
| 19 |
+
2026-04-20 00:17:00,101 INFO MainThread:2530064 [wandb_init.py:init():1082] run started, returning control to user process
|
| 20 |
+
2026-04-20 09:49:33,194 INFO MainThread:2530064 [wandb_run.py:_finish():2291] finishing run qwen2.5-1.5b-math-dsgrpo-dapo17k/tp05nm10
|
| 21 |
+
2026-04-20 09:49:33,195 INFO MainThread:2530064 [wandb_run.py:_atexit_cleanup():2490] got exitcode: 0
|
| 22 |
+
2026-04-20 09:49:33,195 INFO MainThread:2530064 [wandb_run.py:_restore():2472] restore
|
| 23 |
+
2026-04-20 09:49:33,195 INFO MainThread:2530064 [wandb_run.py:_restore():2478] restore done
|
artifacts/wandb/offline-run-20260421_204559-vp3j2zmn/files/requirements.txt
ADDED
|
@@ -0,0 +1,267 @@
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|
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|
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|
|
|
|
|
|
|
|
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|
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|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
| 1 |
+
verl==0.4.0.dev0
|
| 2 |
+
colorama==0.4.6
|
| 3 |
+
psutil==7.2.2
|
| 4 |
+
verl==0.4.0.dev0
|
| 5 |
+
PyYAML==6.0.3
|
| 6 |
+
huggingface_hub==0.36.2
|
| 7 |
+
charset-normalizer==3.4.7
|
| 8 |
+
httpcore==1.0.9
|
| 9 |
+
anyio==4.13.0
|
| 10 |
+
certifi==2026.2.25
|
| 11 |
+
typer==0.24.1
|
| 12 |
+
hf-xet==1.4.3
|
| 13 |
+
h11==0.16.0
|
| 14 |
+
click==8.3.2
|
| 15 |
+
packaging==26.1
|
| 16 |
+
markdown-it-py==4.0.0
|
| 17 |
+
exceptiongroup==1.3.1
|
| 18 |
+
rich==15.0.0
|
| 19 |
+
fsspec==2026.3.0
|
| 20 |
+
tqdm==4.67.3
|
| 21 |
+
urllib3==2.6.3
|
| 22 |
+
httpx==0.28.1
|
| 23 |
+
filelock==3.28.0
|
| 24 |
+
idna==3.11
|
| 25 |
+
shellingham==1.5.4
|
| 26 |
+
mdurl==0.1.2
|
| 27 |
+
typing_extensions==4.15.0
|
| 28 |
+
requests==2.33.1
|
| 29 |
+
annotated-doc==0.0.4
|
| 30 |
+
Pygments==2.20.0
|
| 31 |
+
attrs==26.1.0
|
| 32 |
+
pydantic-extra-types==2.11.2
|
| 33 |
+
rignore==0.7.6
|
| 34 |
+
smmap==5.0.3
|
| 35 |
+
msgpack==1.1.2
|
| 36 |
+
pyarrow==23.0.1
|
| 37 |
+
tokenizers==0.22.2
|
| 38 |
+
dnspython==2.8.0
|
| 39 |
+
filelock==3.25.2
|
| 40 |
+
propcache==0.4.1
|
| 41 |
+
watchfiles==1.1.1
|
| 42 |
+
pandas==2.3.3
|
| 43 |
+
shellingham==1.5.4
|
| 44 |
+
nvidia-cudnn-cu12==9.1.0.70
|
| 45 |
+
GitPython==3.1.46
|
| 46 |
+
typer==0.24.1
|
| 47 |
+
nvidia-cusparse-cu12==12.3.1.170
|
| 48 |
+
llguidance==0.7.30
|
| 49 |
+
python-multipart==0.0.24
|
| 50 |
+
nodeenv==1.10.0
|
| 51 |
+
jiter==0.13.0
|
| 52 |
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opentelemetry-semantic-conventions==0.61b0
|
| 53 |
+
networkx==3.4.2
|
| 54 |
+
antlr4-python3-runtime==4.9.3
|
| 55 |
+
opencv-python==4.13.0.92
|
| 56 |
+
opentelemetry-exporter-otlp-proto-grpc==1.26.0
|
| 57 |
+
typing_extensions==4.15.0
|
| 58 |
+
pillow==12.2.0
|
| 59 |
+
websockets==16.0
|
| 60 |
+
cfgv==3.5.0
|
| 61 |
+
distro==1.9.0
|
| 62 |
+
accelerate==1.13.0
|
| 63 |
+
tzdata==2026.1
|
| 64 |
+
sniffio==1.3.1
|
| 65 |
+
numpy==2.2.6
|
| 66 |
+
xxhash==3.6.0
|
| 67 |
+
py-cpuinfo==9.0.0
|
| 68 |
+
nvidia-cuda-cupti-cu12==12.4.127
|
| 69 |
+
opentelemetry-exporter-otlp-proto-common==1.26.0
|
| 70 |
+
platformdirs==4.9.4
|
| 71 |
+
pydantic-settings==2.13.1
|
| 72 |
+
distlib==0.4.0
|
| 73 |
+
markdown-it-py==4.0.0
|
| 74 |
+
nest-asyncio==1.6.0
|
| 75 |
+
orjson==3.11.8
|
| 76 |
+
python-discovery==1.2.1
|
| 77 |
+
cryptography==46.0.6
|
| 78 |
+
prometheus-fastapi-instrumentator==7.1.0
|
| 79 |
+
sentencepiece==0.2.1
|
| 80 |
+
opencv-fixer==0.2.5
|
| 81 |
+
opentelemetry-exporter-prometheus==0.61b0
|
| 82 |
+
aiohappyeyeballs==2.6.1
|
| 83 |
+
hf_transfer==0.1.9
|
| 84 |
+
partial-json-parser==0.2.1.1.post7
|
| 85 |
+
multiprocess==0.70.19
|
| 86 |
+
importlib_metadata==8.0.0
|
| 87 |
+
latex2sympy2_extended==1.11.0
|
| 88 |
+
opentelemetry-proto==1.26.0
|
| 89 |
+
pylatexenc==2.10
|
| 90 |
+
nvidia-cusolver-cu12==11.6.1.9
|
| 91 |
+
av==17.0.0
|
| 92 |
+
MarkupSafe==3.0.3
|
| 93 |
+
safetensors==0.7.0
|
| 94 |
+
jsonschema==4.26.0
|
| 95 |
+
opencensus==0.11.4
|
| 96 |
+
cuda-pathfinder==1.5.2
|
| 97 |
+
hf-xet==1.4.3
|
| 98 |
+
google-auth==2.49.1
|
| 99 |
+
outlines==0.1.11
|
| 100 |
+
identify==2.6.18
|
| 101 |
+
nvidia-nvjitlink-cu12==12.4.127
|
| 102 |
+
async-timeout==5.0.1
|
| 103 |
+
httpx==0.28.1
|
| 104 |
+
grpcio==1.80.0
|
| 105 |
+
nvidia-cufft-cu12==11.2.1.3
|
| 106 |
+
mpmath==1.3.0
|
| 107 |
+
iniconfig==2.3.0
|
| 108 |
+
python-dotenv==1.2.2
|
| 109 |
+
pip==26.0.1
|
| 110 |
+
setuptools==80.10.2
|
| 111 |
+
lm-format-enforcer==0.10.12
|
| 112 |
+
wrapt==2.1.2
|
| 113 |
+
anyio==4.13.0
|
| 114 |
+
mistral_common==1.11.0
|
| 115 |
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tqdm==4.67.3
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| 116 |
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mathruler==0.1.0
|
| 117 |
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openai==2.30.0
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dill==0.4.1
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aiosignal==1.4.0
|
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virtualenv==21.2.0
|
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wcwidth==0.6.0
|
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nvidia-cuda-runtime-cu12==12.4.127
|
| 123 |
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sympy==1.13.1
|
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scipy==1.15.3
|
| 125 |
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math-verify==0.9.0
|
| 126 |
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wandb==0.25.1
|
| 127 |
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referencing==0.37.0
|
| 128 |
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airportsdata==20260315
|
| 129 |
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opencv-python-headless==4.13.0.92
|
| 130 |
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annotated-doc==0.0.4
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| 131 |
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datasets==4.8.4
|
| 132 |
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pyext==0.7
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|
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nvidia-nccl-cu12==2.21.5
|
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idna==3.11
|
| 137 |
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blessed==1.33.0
|
| 138 |
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charset-normalizer==3.4.7
|
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transformers==4.56.0
|
| 140 |
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fastapi-cli==0.0.24
|
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pyasn1==0.6.3
|
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h11==0.16.0
|
| 143 |
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tomli==2.4.1
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| 144 |
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wheel==0.46.3
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| 145 |
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opentelemetry-exporter-otlp==1.26.0
|
| 146 |
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prometheus_client==0.24.1
|
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nvidia-nvtx-cu12==12.4.127
|
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googleapis-common-protos==1.74.0
|
| 149 |
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annotated-types==0.7.0
|
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nvidia-cusparselt-cu12==0.6.2
|
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compressed-tensors==0.9.3
|
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rich-toolkit==0.19.7
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codetiming==1.4.0
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regex==2026.4.4
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requests==2.33.1
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torchdata==0.11.0
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google-api-core==2.30.2
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opentelemetry-exporter-otlp-proto-http==1.26.0
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urllib3==2.6.3
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opentelemetry-api==1.40.0
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Deprecated==1.3.1
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pydantic_core==2.41.5
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six==1.17.0
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packaging==26.0
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exceptiongroup==1.3.1
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cupy-cuda12x==14.0.1
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torchaudio==2.6.0
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torchvision==0.21.0
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pytz==2026.1.post1
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frozenlist==1.8.0
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starlette==0.52.1
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ninja==1.13.0
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numba==0.61.2
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llvmlite==0.44.0
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ruff==0.15.9
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tiktoken==0.12.0
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aiohttp-cors==0.8.1
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python-json-logger==4.1.0
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click==8.3.2
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Jinja2==3.1.6
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pycountry==26.2.16
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httptools==0.7.1
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typing-inspection==0.4.2
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peft==0.17.0
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gitdb==4.0.12
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pybind11==3.0.3
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psutil==7.2.2
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fastar==0.9.0
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py-spy==0.4.1
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xformers==0.0.29.post2
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nvidia-cuda-nvrtc-cu12==12.4.127
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protobuf==4.25.9
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optree==0.19.0
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yarl==1.23.0
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diskcache==5.6.3
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astor==0.8.1
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flash_attn==2.7.4.post1
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python-dateutil==2.9.0.post0
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triton==3.2.0
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msgspec==0.20.0
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pluggy==1.6.0
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pyasn1_modules==0.4.2
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liger_kernel==0.7.0
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multidict==6.7.1
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ray==2.54.1
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gguf==0.18.0
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blake3==1.0.8
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cachetools==7.0.5
|
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cloudpickle==3.1.2
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| 218 |
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zipp==3.23.0
|
| 219 |
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flashinfer-python==0.2.2.post1+cu124torch2.6
|
| 220 |
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uvicorn==0.44.0
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aiohttp==3.13.5
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lark==1.2.2
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| 223 |
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rpds-py==0.30.0
|
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fsspec==2026.2.0
|
| 225 |
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torch==2.6.0
|
| 226 |
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jsonschema-specifications==2025.9.1
|
| 227 |
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smart_open==7.5.1
|
| 228 |
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colorful==0.5.8
|
| 229 |
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verl==0.4.0.dev0
|
| 230 |
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pycparser==3.0
|
| 231 |
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opencensus-context==0.1.3
|
| 232 |
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PyYAML==6.0.3
|
| 233 |
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opentelemetry-semantic-conventions-ai==0.4.13
|
| 234 |
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pyzmq==27.1.0
|
| 235 |
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gpustat==1.1.1
|
| 236 |
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depyf==0.18.0
|
| 237 |
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certifi==2026.2.25
|
| 238 |
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uvloop==0.22.1
|
| 239 |
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qwen-vl-utils==0.0.14
|
| 240 |
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huggingface_hub==0.36.2
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| 241 |
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email-validator==2.3.0
|
| 242 |
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xgrammar==0.1.18
|
| 243 |
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outlines_core==0.1.26
|
| 244 |
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interegular==0.3.3
|
| 245 |
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pre_commit==4.5.1
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| 246 |
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pytest==9.0.2
|
| 247 |
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pydantic==2.12.5
|
| 248 |
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fastapi==0.135.3
|
| 249 |
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nvidia-ml-py==13.595.45
|
| 250 |
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fastapi-cloud-cli==0.16.0
|
| 251 |
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nvidia-cublas-cu12==12.4.5.8
|
| 252 |
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nvidia-curand-cu12==10.3.5.147
|
| 253 |
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mdurl==0.1.2
|
| 254 |
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vllm==0.8.5.post1
|
| 255 |
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httpcore==1.0.9
|
| 256 |
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jaraco.functools==4.4.0
|
| 257 |
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zipp==3.23.0
|
| 258 |
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more-itertools==10.8.0
|
| 259 |
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backports.tarfile==1.2.0
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| 260 |
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jaraco.context==6.1.0
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| 261 |
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wheel==0.46.3
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| 262 |
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autocommand==2.2.2
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| 263 |
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importlib_metadata==8.7.1
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| 264 |
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tomli==2.4.0
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| 265 |
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platformdirs==4.4.0
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| 266 |
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jaraco.text==4.0.0
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| 267 |
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packaging==26.0
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artifacts/wandb/offline-run-20260421_204559-vp3j2zmn/logs/debug-core.log
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{"time":"2026-04-21T20:45:59.25112384Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":2524137}
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{"time":"2026-04-21T20:45:59.436080806Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
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{"time":"2026-04-21T20:45:59.44254743Z","level":"INFO","msg":"handleInformInit: received","streamId":"vp3j2zmn","id":"1(@)"}
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{"time":"2026-04-21T20:45:59.656725842Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"vp3j2zmn","id":"1(@)"}
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{"time":"2026-04-22T11:48:21.882043598Z","level":"INFO","msg":"handleInformFinish: finish message received","streamId":"vp3j2zmn","id":"1(@)"}
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{"time":"2026-04-22T11:48:21.88342543Z","level":"INFO","msg":"handleInformFinish: stream closed","streamId":"vp3j2zmn","id":"1(@)"}
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artifacts/wandb/offline-run-20260421_204559-vp3j2zmn/logs/debug-internal.log
ADDED
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| 1 |
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{"time":"2026-04-21T20:45:59.443310716Z","level":"INFO","msg":"wandb-core"}
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{"time":"2026-04-21T20:45:59.655065854Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
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{"time":"2026-04-21T20:45:59.655138105Z","level":"INFO","msg":"stream: created new stream","id":"vp3j2zmn"}
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{"time":"2026-04-21T20:45:59.655184181Z","level":"INFO","msg":"handler: started"}
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{"time":"2026-04-21T20:45:59.656720249Z","level":"INFO","msg":"stream: started"}
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{"time":"2026-04-21T20:45:59.65675221Z","level":"INFO","msg":"sender: started"}
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{"time":"2026-04-21T20:45:59.656745041Z","level":"INFO","msg":"writer: started","stream_id":"vp3j2zmn"}
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{"time":"2026-04-21T20:45:59.657371823Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
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{"time":"2026-04-22T11:48:21.878042606Z","level":"INFO","msg":"handler: operation stats","stats":{}}
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{"time":"2026-04-22T11:48:21.882298408Z","level":"INFO","msg":"stream: closing"}
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{"time":"2026-04-22T11:48:21.882308681Z","level":"INFO","msg":"handler: closed"}
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{"time":"2026-04-22T11:48:21.883093285Z","level":"INFO","msg":"sender: closed"}
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{"time":"2026-04-22T11:48:21.883100339Z","level":"INFO","msg":"stream: closed"}
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artifacts/wandb/offline-run-20260421_204559-vp3j2zmn/logs/debug.log
ADDED
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|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
| 1 |
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2026-04-21 20:45:59,181 INFO MainThread:2524137 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1
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2026-04-21 20:45:59,181 INFO MainThread:2524137 [wandb_setup.py:_flush():81] Configure stats pid to 2524137
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2026-04-21 20:45:59,181 INFO MainThread:2524137 [wandb_setup.py:_flush():81] Loading settings from environment variables
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2026-04-21 20:45:59,181 INFO MainThread:2524137 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260421_204559-vp3j2zmn/logs/debug.log
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| 5 |
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2026-04-21 20:45:59,181 INFO MainThread:2524137 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260421_204559-vp3j2zmn/logs/debug-internal.log
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| 6 |
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2026-04-21 20:45:59,181 INFO MainThread:2524137 [wandb_init.py:init():844] calling init triggers
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| 7 |
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2026-04-21 20:45:59,182 INFO MainThread:2524137 [wandb_init.py:init():849] wandb.init called with sweep_config: {}
|
| 8 |
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config: {'data': {'tokenizer': None, 'use_shm': False, 'train_files': '/data/home/azanette/DSGRPO/assets/dapo17k_math/train.parquet', 'val_files': ['/data/home/azanette/DSGRPO/assets/math500/test.parquet', '/data/home/azanette/DSGRPO/assets/aime24/test.parquet', '/data/home/azanette/DSGRPO/assets/aime25/test.parquet', '/data/home/azanette/DSGRPO/assets/olympiadbench/test.parquet', '/data/home/azanette/DSGRPO/assets/amc23/test.parquet'], 'prompt_key': 'prompt', 'reward_fn_key': 'data_source', 'max_prompt_length': 1024, 'max_response_length': 2048, 'train_batch_size': 32, 'val_batch_size': None, 'return_raw_input_ids': False, 'return_raw_chat': False, 'return_full_prompt': False, 'shuffle': True, 'validation_shuffle': False, 'filter_overlong_prompts': True, 'filter_overlong_prompts_workers': 1, 'truncation': 'error', 'apply_chat_template': True, 'image_key': 'images', 'video_key': 'videos', 'trust_remote_code': False, 'custom_cls': {'path': None, 'name': None}, 'seed': 103}, 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8192, 'max_model_len': None, 'max_num_seqs': 1024, 'log_prob_micro_batch_size': None, 'log_prob_micro_batch_size_per_gpu': 4, 'log_prob_use_dynamic_bsz': False, 'log_prob_max_token_len_per_gpu': 16384, 'disable_log_stats': True, 'enable_chunked_prefill': True, 'do_sample': True, 'n': 8, 'engine_kwargs': {'vllm': {'swap_space': None, 'disable_mm_preprocessor_cache': False}, 'sglang': {'attention_backend': None}}, 'val_kwargs': {'top_k': -1, 'top_p': 1.0, 'temperature': 0.7, 'n': 128, 'do_sample': True, 'gen_batch_size': None}, 'multi_turn': {'enable': False, 'max_turns': None, 'tool_config_path': None, 'completion_callback': None, 'use_inference_chat_template': False, 'enable_tokenization_sanity_check': True}, 'calculate_log_probs': False, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}}, 'critic': {'rollout_n': 8, 'strategy': 'fsdp', 'optim': {'lr': 1e-05, 'lr_warmup_steps_ratio': 0.0, 'min_lr_ratio': None, 'warmup_style': 'constant', 'total_training_steps': 602, 'weight_decay': 0.01}, 'model': {'path': '~/models/deepseek-llm-7b-chat', 'use_shm': False, 'tokenizer_path': '/data/home/azanette/DSGRPO/assets/Qwen2.5-Math-7B', 'override_config': {}, 'external_lib': None, 'enable_gradient_checkpointing': True, 'enable_activation_offload': False, 'use_remove_padding': False, 'trust_remote_code': False, 'fsdp_config': {'param_offload': False, 'optimizer_offload': False, 'offload_policy': False, 'reshard_after_forward': True, 'wrap_policy': {'min_num_params': 0}, 'fsdp_size': -1, 'forward_prefetch': False}, 'lora_rank': 0, 'lora_alpha': 16, 'target_modules': 'all-linear'}, 'ppo_mini_batch_size': 32, 'ppo_micro_batch_size': None, 'ppo_micro_batch_size_per_gpu': None, 'forward_micro_batch_size': None, 'forward_micro_batch_size_per_gpu': None, 'use_dynamic_bsz': False, 'ppo_max_token_len_per_gpu': 32768, 'forward_max_token_len_per_gpu': 32768, 'ulysses_sequence_parallel_size': 1, 'ppo_epochs': 1, 'shuffle': False, 'grad_clip': 1.0, 'cliprange_value': 0.5, 'loss_agg_mode': 'token-mean', 'checkpoint': {'save_contents': [], 'load_contents': []}, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}, 'reward_model': {'enable': False, 'strategy': 'fsdp', 'model': {'input_tokenizer': '/data/home/azanette/DSGRPO/assets/Qwen2.5-Math-7B', 'path': '~/models/FsfairX-LLaMA3-RM-v0.1', 'use_shm': False, 'external_lib': None, 'use_remove_padding': False, 'use_fused_kernels': False, 'trust_remote_code': False, 'fsdp_config': {'wrap_policy': {'min_num_params': 0}, 'param_offload': False, 'reshard_after_forward': True, 'fsdp_size': -1, 'forward_prefetch': False}}, 'micro_batch_size': None, 'micro_batch_size_per_gpu': None, 'max_length': None, 'ulysses_sequence_parallel_size': 1, 'use_dynamic_bsz': False, 'forward_max_token_len_per_gpu': 32768, 'reward_manager': 'multi_thread', 'launch_reward_fn_async': False, 'sandbox_fusion': {'url': None, 'max_concurrent': 64}, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}, 'reward_kwargs': {'num_reward_actors': 32}}, 'custom_reward_function': {'path': None, 'name': 'compute_score'}, 'algorithm': {'gamma': 1.0, 'lam': 1.0, 'adv_estimator': 'differential_smoothing', 'norm_adv_by_std_in_grpo': True, 'pass_k': 1, 'advantage_type': 'grpo', 'use_kl_in_reward': True, 'truncate_order': 16, 'kl_penalty': 'kl', 'kl_ctrl': {'type': 'fixed', 'kl_coef': 0.0, 'horizon': 10000, 'target_kl': 0.1}, 'use_pf_ppo': False, 'pf_ppo': {'reweight_method': 'pow', 'weight_pow': 2.0}, 'correct_sample_log_prob_coef': 0.0, 'incorrect_sample_log_prob_coef': 0.0}, 'trainer': {'balance_batch': False, 'total_epochs': 30, 'total_training_steps': 602, 'profile_steps': None, 'controller_nsight_options': {'trace': 'cuda,nvtx,cublas,ucx', 'cuda-memory-usage': 'true', 'cuda-graph-trace': 'graph'}, 'worker_nsight_options': {'trace': 'cuda,nvtx,cublas,ucx', 'cuda-memory-usage': 'true', 'cuda-graph-trace': 'graph', 'capture-range': 'cudaProfilerApi', 'capture-range-end': None, 'kill': 'none'}, 'project_name': 'qwen2.5-7b-math-dsgrpo-dapo17k', 'experiment_name': 'dsgrpo_bs32_rollout8_lr1e-6_cs0.00_is0.00_seed103', 'logger': ['console', 'wandb'], 'log_val_generations': 0, 'rollout_data_dir': None, 'validation_data_dir': None, 'nnodes': 1, 'n_gpus_per_node': 4, 'save_freq': 100, 'resume_mode': 'auto', 'resume_from_path': None, 'val_before_train': False, 'val_only': False, 'val_on_last_step': True, 'test_freq': 100, 'eval_on_last_step': True, 'critic_warmup': 0, 'default_hdfs_dir': None, 'del_local_ckpt_after_load': False, 'default_local_dir': '/data/home/azanette/DSGRPO/hf_models/qwen2.5-7b-math-dsgrpo-dapo17k/dsgrpo_bs32_rollout8_lr1e-6_cs0.00_is0.00_seed103', 'max_actor_ckpt_to_keep': 3, 'max_critic_ckpt_to_keep': None, 'ray_wait_register_center_timeout': 300, 'device': 'cuda', 'enable_majority_voting': False}, 'ray_init': {'num_cpus': None, 'timeline_json_file': None, 'ray_dir': '/tmp/dg_azanette_27000'}, '_wandb': {}}
|
| 9 |
+
2026-04-21 20:45:59,182 INFO MainThread:2524137 [wandb_init.py:init():892] starting backend
|
| 10 |
+
2026-04-21 20:45:59,436 INFO MainThread:2524137 [wandb_init.py:init():895] sending inform_init request
|
| 11 |
+
2026-04-21 20:45:59,441 INFO MainThread:2524137 [wandb_init.py:init():903] backend started and connected
|
| 12 |
+
2026-04-21 20:45:59,443 INFO MainThread:2524137 [wandb_init.py:init():973] updated telemetry
|
| 13 |
+
2026-04-21 20:45:59,456 INFO MainThread:2524137 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-04-21 20:45:59,659 INFO MainThread:2524137 [wandb_init.py:init():1042] starting run threads in backend
|
| 15 |
+
2026-04-21 20:45:59,876 INFO MainThread:2524137 [wandb_run.py:_console_start():2524] atexit reg
|
| 16 |
+
2026-04-21 20:45:59,876 INFO MainThread:2524137 [wandb_run.py:_redirect():2373] redirect: wrap_raw
|
| 17 |
+
2026-04-21 20:45:59,876 INFO MainThread:2524137 [wandb_run.py:_redirect():2442] Wrapping output streams.
|
| 18 |
+
2026-04-21 20:45:59,876 INFO MainThread:2524137 [wandb_run.py:_redirect():2465] Redirects installed.
|
| 19 |
+
2026-04-21 20:45:59,878 INFO MainThread:2524137 [wandb_init.py:init():1082] run started, returning control to user process
|
| 20 |
+
2026-04-22 11:48:21,874 INFO MainThread:2524137 [wandb_run.py:_finish():2291] finishing run qwen2.5-7b-math-dsgrpo-dapo17k/vp3j2zmn
|
| 21 |
+
2026-04-22 11:48:21,876 INFO MainThread:2524137 [wandb_run.py:_atexit_cleanup():2490] got exitcode: 0
|
| 22 |
+
2026-04-22 11:48:21,876 INFO MainThread:2524137 [wandb_run.py:_restore():2472] restore
|
| 23 |
+
2026-04-22 11:48:21,876 INFO MainThread:2524137 [wandb_run.py:_restore():2478] restore done
|
artifacts/wandb/offline-run-20260423_101713-7vqs52x1/files/requirements.txt
ADDED
|
@@ -0,0 +1,267 @@
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
| 1 |
+
verl==0.4.0.dev0
|
| 2 |
+
colorama==0.4.6
|
| 3 |
+
psutil==7.2.2
|
| 4 |
+
verl==0.4.0.dev0
|
| 5 |
+
PyYAML==6.0.3
|
| 6 |
+
huggingface_hub==0.36.2
|
| 7 |
+
charset-normalizer==3.4.7
|
| 8 |
+
httpcore==1.0.9
|
| 9 |
+
anyio==4.13.0
|
| 10 |
+
certifi==2026.2.25
|
| 11 |
+
typer==0.24.1
|
| 12 |
+
hf-xet==1.4.3
|
| 13 |
+
h11==0.16.0
|
| 14 |
+
click==8.3.2
|
| 15 |
+
packaging==26.1
|
| 16 |
+
markdown-it-py==4.0.0
|
| 17 |
+
exceptiongroup==1.3.1
|
| 18 |
+
rich==15.0.0
|
| 19 |
+
fsspec==2026.3.0
|
| 20 |
+
tqdm==4.67.3
|
| 21 |
+
urllib3==2.6.3
|
| 22 |
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httpx==0.28.1
|
| 23 |
+
filelock==3.28.0
|
| 24 |
+
idna==3.11
|
| 25 |
+
shellingham==1.5.4
|
| 26 |
+
mdurl==0.1.2
|
| 27 |
+
typing_extensions==4.15.0
|
| 28 |
+
requests==2.33.1
|
| 29 |
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annotated-doc==0.0.4
|
| 30 |
+
Pygments==2.20.0
|
| 31 |
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attrs==26.1.0
|
| 32 |
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pydantic-extra-types==2.11.2
|
| 33 |
+
rignore==0.7.6
|
| 34 |
+
smmap==5.0.3
|
| 35 |
+
msgpack==1.1.2
|
| 36 |
+
pyarrow==23.0.1
|
| 37 |
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tokenizers==0.22.2
|
| 38 |
+
dnspython==2.8.0
|
| 39 |
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filelock==3.25.2
|
| 40 |
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propcache==0.4.1
|
| 41 |
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watchfiles==1.1.1
|
| 42 |
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pandas==2.3.3
|
| 43 |
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shellingham==1.5.4
|
| 44 |
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nvidia-cudnn-cu12==9.1.0.70
|
| 45 |
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GitPython==3.1.46
|
| 46 |
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typer==0.24.1
|
| 47 |
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nvidia-cusparse-cu12==12.3.1.170
|
| 48 |
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llguidance==0.7.30
|
| 49 |
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python-multipart==0.0.24
|
| 50 |
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nodeenv==1.10.0
|
| 51 |
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jiter==0.13.0
|
| 52 |
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opentelemetry-semantic-conventions==0.61b0
|
| 53 |
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networkx==3.4.2
|
| 54 |
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antlr4-python3-runtime==4.9.3
|
| 55 |
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opencv-python==4.13.0.92
|
| 56 |
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opentelemetry-exporter-otlp-proto-grpc==1.26.0
|
| 57 |
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typing_extensions==4.15.0
|
| 58 |
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pillow==12.2.0
|
| 59 |
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websockets==16.0
|
| 60 |
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cfgv==3.5.0
|
| 61 |
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distro==1.9.0
|
| 62 |
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accelerate==1.13.0
|
| 63 |
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tzdata==2026.1
|
| 64 |
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sniffio==1.3.1
|
| 65 |
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numpy==2.2.6
|
| 66 |
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xxhash==3.6.0
|
| 67 |
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py-cpuinfo==9.0.0
|
| 68 |
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nvidia-cuda-cupti-cu12==12.4.127
|
| 69 |
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opentelemetry-exporter-otlp-proto-common==1.26.0
|
| 70 |
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platformdirs==4.9.4
|
| 71 |
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pydantic-settings==2.13.1
|
| 72 |
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distlib==0.4.0
|
| 73 |
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markdown-it-py==4.0.0
|
| 74 |
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nest-asyncio==1.6.0
|
| 75 |
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orjson==3.11.8
|
| 76 |
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python-discovery==1.2.1
|
| 77 |
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cryptography==46.0.6
|
| 78 |
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prometheus-fastapi-instrumentator==7.1.0
|
| 79 |
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sentencepiece==0.2.1
|
| 80 |
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opencv-fixer==0.2.5
|
| 81 |
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opentelemetry-exporter-prometheus==0.61b0
|
| 82 |
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aiohappyeyeballs==2.6.1
|
| 83 |
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hf_transfer==0.1.9
|
| 84 |
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partial-json-parser==0.2.1.1.post7
|
| 85 |
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multiprocess==0.70.19
|
| 86 |
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importlib_metadata==8.0.0
|
| 87 |
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latex2sympy2_extended==1.11.0
|
| 88 |
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opentelemetry-proto==1.26.0
|
| 89 |
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pylatexenc==2.10
|
| 90 |
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nvidia-cusolver-cu12==11.6.1.9
|
| 91 |
+
av==17.0.0
|
| 92 |
+
MarkupSafe==3.0.3
|
| 93 |
+
safetensors==0.7.0
|
| 94 |
+
jsonschema==4.26.0
|
| 95 |
+
opencensus==0.11.4
|
| 96 |
+
cuda-pathfinder==1.5.2
|
| 97 |
+
hf-xet==1.4.3
|
| 98 |
+
google-auth==2.49.1
|
| 99 |
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outlines==0.1.11
|
| 100 |
+
identify==2.6.18
|
| 101 |
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nvidia-nvjitlink-cu12==12.4.127
|
| 102 |
+
async-timeout==5.0.1
|
| 103 |
+
httpx==0.28.1
|
| 104 |
+
grpcio==1.80.0
|
| 105 |
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nvidia-cufft-cu12==11.2.1.3
|
| 106 |
+
mpmath==1.3.0
|
| 107 |
+
iniconfig==2.3.0
|
| 108 |
+
python-dotenv==1.2.2
|
| 109 |
+
pip==26.0.1
|
| 110 |
+
setuptools==80.10.2
|
| 111 |
+
lm-format-enforcer==0.10.12
|
| 112 |
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wrapt==2.1.2
|
| 113 |
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anyio==4.13.0
|
| 114 |
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mistral_common==1.11.0
|
| 115 |
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tqdm==4.67.3
|
| 116 |
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mathruler==0.1.0
|
| 117 |
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openai==2.30.0
|
| 118 |
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dill==0.4.1
|
| 119 |
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aiosignal==1.4.0
|
| 120 |
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virtualenv==21.2.0
|
| 121 |
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wcwidth==0.6.0
|
| 122 |
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nvidia-cuda-runtime-cu12==12.4.127
|
| 123 |
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sympy==1.13.1
|
| 124 |
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scipy==1.15.3
|
| 125 |
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math-verify==0.9.0
|
| 126 |
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wandb==0.25.1
|
| 127 |
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referencing==0.37.0
|
| 128 |
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airportsdata==20260315
|
| 129 |
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opencv-python-headless==4.13.0.92
|
| 130 |
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annotated-doc==0.0.4
|
| 131 |
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datasets==4.8.4
|
| 132 |
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pyext==0.7
|
| 133 |
+
opentelemetry-sdk==1.40.0
|
| 134 |
+
hydra-core==1.3.2
|
| 135 |
+
nvidia-nccl-cu12==2.21.5
|
| 136 |
+
idna==3.11
|
| 137 |
+
blessed==1.33.0
|
| 138 |
+
charset-normalizer==3.4.7
|
| 139 |
+
transformers==4.56.0
|
| 140 |
+
fastapi-cli==0.0.24
|
| 141 |
+
pyasn1==0.6.3
|
| 142 |
+
h11==0.16.0
|
| 143 |
+
tomli==2.4.1
|
| 144 |
+
wheel==0.46.3
|
| 145 |
+
opentelemetry-exporter-otlp==1.26.0
|
| 146 |
+
prometheus_client==0.24.1
|
| 147 |
+
nvidia-nvtx-cu12==12.4.127
|
| 148 |
+
googleapis-common-protos==1.74.0
|
| 149 |
+
annotated-types==0.7.0
|
| 150 |
+
nvidia-cusparselt-cu12==0.6.2
|
| 151 |
+
compressed-tensors==0.9.3
|
| 152 |
+
rich-toolkit==0.19.7
|
| 153 |
+
codetiming==1.4.0
|
| 154 |
+
omegaconf==2.3.0
|
| 155 |
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regex==2026.4.4
|
| 156 |
+
proto-plus==1.27.2
|
| 157 |
+
requests==2.33.1
|
| 158 |
+
torchdata==0.11.0
|
| 159 |
+
google-api-core==2.30.2
|
| 160 |
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opentelemetry-exporter-otlp-proto-http==1.26.0
|
| 161 |
+
Pygments==2.20.0
|
| 162 |
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rich==14.3.3
|
| 163 |
+
urllib3==2.6.3
|
| 164 |
+
opentelemetry-api==1.40.0
|
| 165 |
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Deprecated==1.3.1
|
| 166 |
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pydantic_core==2.41.5
|
| 167 |
+
six==1.17.0
|
| 168 |
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packaging==26.0
|
| 169 |
+
exceptiongroup==1.3.1
|
| 170 |
+
cupy-cuda12x==14.0.1
|
| 171 |
+
tensordict==0.6.2
|
| 172 |
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torchaudio==2.6.0
|
| 173 |
+
torchvision==0.21.0
|
| 174 |
+
pytz==2026.1.post1
|
| 175 |
+
frozenlist==1.8.0
|
| 176 |
+
starlette==0.52.1
|
| 177 |
+
ninja==1.13.0
|
| 178 |
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numba==0.61.2
|
| 179 |
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llvmlite==0.44.0
|
| 180 |
+
ruff==0.15.9
|
| 181 |
+
tiktoken==0.12.0
|
| 182 |
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aiohttp-cors==0.8.1
|
| 183 |
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python-json-logger==4.1.0
|
| 184 |
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click==8.3.2
|
| 185 |
+
Jinja2==3.1.6
|
| 186 |
+
pycountry==26.2.16
|
| 187 |
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httptools==0.7.1
|
| 188 |
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typing-inspection==0.4.2
|
| 189 |
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peft==0.17.0
|
| 190 |
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gitdb==4.0.12
|
| 191 |
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pybind11==3.0.3
|
| 192 |
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psutil==7.2.2
|
| 193 |
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fastar==0.9.0
|
| 194 |
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py-spy==0.4.1
|
| 195 |
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xformers==0.0.29.post2
|
| 196 |
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nvidia-cuda-nvrtc-cu12==12.4.127
|
| 197 |
+
protobuf==4.25.9
|
| 198 |
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cffi==2.0.0
|
| 199 |
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einops==0.8.2
|
| 200 |
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optree==0.19.0
|
| 201 |
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yarl==1.23.0
|
| 202 |
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diskcache==5.6.3
|
| 203 |
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astor==0.8.1
|
| 204 |
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flash_attn==2.7.4.post1
|
| 205 |
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python-dateutil==2.9.0.post0
|
| 206 |
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triton==3.2.0
|
| 207 |
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sentry-sdk==2.57.0
|
| 208 |
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msgspec==0.20.0
|
| 209 |
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pluggy==1.6.0
|
| 210 |
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pyasn1_modules==0.4.2
|
| 211 |
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liger_kernel==0.7.0
|
| 212 |
+
multidict==6.7.1
|
| 213 |
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ray==2.54.1
|
| 214 |
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gguf==0.18.0
|
| 215 |
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blake3==1.0.8
|
| 216 |
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cachetools==7.0.5
|
| 217 |
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cloudpickle==3.1.2
|
| 218 |
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zipp==3.23.0
|
| 219 |
+
flashinfer-python==0.2.2.post1+cu124torch2.6
|
| 220 |
+
uvicorn==0.44.0
|
| 221 |
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aiohttp==3.13.5
|
| 222 |
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lark==1.2.2
|
| 223 |
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rpds-py==0.30.0
|
| 224 |
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fsspec==2026.2.0
|
| 225 |
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torch==2.6.0
|
| 226 |
+
jsonschema-specifications==2025.9.1
|
| 227 |
+
smart_open==7.5.1
|
| 228 |
+
colorful==0.5.8
|
| 229 |
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verl==0.4.0.dev0
|
| 230 |
+
pycparser==3.0
|
| 231 |
+
opencensus-context==0.1.3
|
| 232 |
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PyYAML==6.0.3
|
| 233 |
+
opentelemetry-semantic-conventions-ai==0.4.13
|
| 234 |
+
pyzmq==27.1.0
|
| 235 |
+
gpustat==1.1.1
|
| 236 |
+
depyf==0.18.0
|
| 237 |
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certifi==2026.2.25
|
| 238 |
+
uvloop==0.22.1
|
| 239 |
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qwen-vl-utils==0.0.14
|
| 240 |
+
huggingface_hub==0.36.2
|
| 241 |
+
email-validator==2.3.0
|
| 242 |
+
xgrammar==0.1.18
|
| 243 |
+
outlines_core==0.1.26
|
| 244 |
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interegular==0.3.3
|
| 245 |
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pre_commit==4.5.1
|
| 246 |
+
pytest==9.0.2
|
| 247 |
+
pydantic==2.12.5
|
| 248 |
+
fastapi==0.135.3
|
| 249 |
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nvidia-ml-py==13.595.45
|
| 250 |
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fastapi-cloud-cli==0.16.0
|
| 251 |
+
nvidia-cublas-cu12==12.4.5.8
|
| 252 |
+
nvidia-curand-cu12==10.3.5.147
|
| 253 |
+
mdurl==0.1.2
|
| 254 |
+
vllm==0.8.5.post1
|
| 255 |
+
httpcore==1.0.9
|
| 256 |
+
jaraco.functools==4.4.0
|
| 257 |
+
zipp==3.23.0
|
| 258 |
+
more-itertools==10.8.0
|
| 259 |
+
backports.tarfile==1.2.0
|
| 260 |
+
jaraco.context==6.1.0
|
| 261 |
+
wheel==0.46.3
|
| 262 |
+
autocommand==2.2.2
|
| 263 |
+
importlib_metadata==8.7.1
|
| 264 |
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tomli==2.4.0
|
| 265 |
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platformdirs==4.4.0
|
| 266 |
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jaraco.text==4.0.0
|
| 267 |
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packaging==26.0
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artifacts/wandb/offline-run-20260423_101713-7vqs52x1/logs/debug-core.log
ADDED
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|
|
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|
|
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|
|
| 1 |
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{"time":"2026-04-23T10:17:13.662773351Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/dg_azanette_28000/tmp/tmp2rz53djl/port-33628.txt","pid":33628,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
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| 2 |
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{"time":"2026-04-23T10:17:13.663276393Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":33628}
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{"time":"2026-04-23T10:17:13.663264132Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/dg_azanette_28000/tmp/wandb-33628-50872-1517737969/socket","Net":"unix"}}
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{"time":"2026-04-23T10:17:13.846702102Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
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{"time":"2026-04-23T10:17:13.853323338Z","level":"INFO","msg":"handleInformInit: received","streamId":"7vqs52x1","id":"1(@)"}
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{"time":"2026-04-23T10:17:13.966940041Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"7vqs52x1","id":"1(@)"}
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| 7 |
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{"time":"2026-04-24T00:26:10.90374766Z","level":"INFO","msg":"handleInformFinish: finish message received","streamId":"7vqs52x1","id":"1(@)"}
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| 8 |
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{"time":"2026-04-24T00:26:10.905072917Z","level":"INFO","msg":"handleInformFinish: stream closed","streamId":"7vqs52x1","id":"1(@)"}
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artifacts/wandb/offline-run-20260423_101713-7vqs52x1/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,14 @@
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|
|
|
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|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
| 1 |
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{"time":"2026-04-23T10:17:13.85442144Z","level":"INFO","msg":"wandb-core"}
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{"time":"2026-04-23T10:17:13.854432214Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"}
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{"time":"2026-04-23T10:17:13.965880686Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
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{"time":"2026-04-23T10:17:13.965986711Z","level":"INFO","msg":"stream: created new stream","id":"7vqs52x1"}
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{"time":"2026-04-23T10:17:13.966032448Z","level":"INFO","msg":"handler: started"}
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| 6 |
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{"time":"2026-04-23T10:17:13.966933511Z","level":"INFO","msg":"stream: started"}
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| 7 |
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{"time":"2026-04-23T10:17:13.966975185Z","level":"INFO","msg":"sender: started"}
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| 8 |
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{"time":"2026-04-23T10:17:13.966964409Z","level":"INFO","msg":"writer: started","stream_id":"7vqs52x1"}
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{"time":"2026-04-23T10:17:13.967668201Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
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| 10 |
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{"time":"2026-04-24T00:26:10.899838706Z","level":"INFO","msg":"handler: operation stats","stats":{}}
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| 11 |
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{"time":"2026-04-24T00:26:10.903989487Z","level":"INFO","msg":"stream: closing"}
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| 12 |
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{"time":"2026-04-24T00:26:10.904002078Z","level":"INFO","msg":"handler: closed"}
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| 13 |
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{"time":"2026-04-24T00:26:10.904718334Z","level":"INFO","msg":"sender: closed"}
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| 14 |
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{"time":"2026-04-24T00:26:10.904726062Z","level":"INFO","msg":"stream: closed"}
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artifacts/wandb/offline-run-20260423_101713-7vqs52x1/logs/debug.log
ADDED
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@@ -0,0 +1,23 @@
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|
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|
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|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-04-23 10:17:13,606 INFO MainThread:33628 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1
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| 2 |
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2026-04-23 10:17:13,606 INFO MainThread:33628 [wandb_setup.py:_flush():81] Configure stats pid to 33628
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| 3 |
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2026-04-23 10:17:13,606 INFO MainThread:33628 [wandb_setup.py:_flush():81] Loading settings from environment variables
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| 4 |
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2026-04-23 10:17:13,606 INFO MainThread:33628 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260423_101713-7vqs52x1/logs/debug.log
|
| 5 |
+
2026-04-23 10:17:13,606 INFO MainThread:33628 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260423_101713-7vqs52x1/logs/debug-internal.log
|
| 6 |
+
2026-04-23 10:17:13,606 INFO MainThread:33628 [wandb_init.py:init():844] calling init triggers
|
| 7 |
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2026-04-23 10:17:13,606 INFO MainThread:33628 [wandb_init.py:init():849] wandb.init called with sweep_config: {}
|
| 8 |
+
config: {'data': {'tokenizer': None, 'use_shm': False, 'train_files': '/data/home/azanette/DSGRPO/assets/dapo17k_math/train.parquet', 'val_files': ['/data/home/azanette/DSGRPO/assets/math500/test.parquet', '/data/home/azanette/DSGRPO/assets/aime24/test.parquet', '/data/home/azanette/DSGRPO/assets/aime25/test.parquet', '/data/home/azanette/DSGRPO/assets/olympiadbench/test.parquet', '/data/home/azanette/DSGRPO/assets/amc23/test.parquet'], 'prompt_key': 'prompt', 'reward_fn_key': 'data_source', 'max_prompt_length': 1024, 'max_response_length': 2048, 'train_batch_size': 32, 'val_batch_size': None, 'return_raw_input_ids': False, 'return_raw_chat': False, 'return_full_prompt': False, 'shuffle': True, 'validation_shuffle': False, 'filter_overlong_prompts': True, 'filter_overlong_prompts_workers': 1, 'truncation': 'error', 'apply_chat_template': True, 'image_key': 'images', 'video_key': 'videos', 'trust_remote_code': False, 'custom_cls': {'path': None, 'name': None}, 'seed': 104}, 'resume_training_parameters': {'dataloader_local_path': None, 'resume_global_steps': None, 'wandb_id_to_resume': None}, 'diagnostics': {'grad_norm_threshold_for_saving_checkpoint': None, 'checkpoint_dir': None}, 'actor_rollout_ref': {'hybrid_engine': True, 'model': {'path': '/data/home/azanette/DSGRPO/assets/Qwen2.5-Math-7B', 'use_shm': False, 'external_lib': None, 'override_config': {}, 'attn_implementation': 'flash_attention_2', 'enable_gradient_checkpointing': True, 'enable_activation_offload': False, 'use_remove_padding': True, 'lora_rank': 0, 'lora_alpha': 16, 'target_modules': 'all-linear', 'use_liger': False, 'use_fused_kernels': False, 'fused_kernel_options': {'impl_backend': 'torch'}, 'trust_remote_code': False}, 'actor': {'strategy': 'fsdp', 'dtype': 'bfloat16', 'ppo_mini_batch_size': 32, 'ppo_micro_batch_size': None, 'ppo_micro_batch_size_per_gpu': 4, 'use_dynamic_bsz': False, 'ppo_max_token_len_per_gpu': 16384, 'grad_clip': 1.0, 'clip_ratio': 0.2, 'clip_ratio_low': 0.2, 'clip_ratio_high': 0.2, 'policy_loss': {'loss_mode': 'vanilla', 'clip_cov_ratio': 0.0002, 'clip_cov_lb': 1.0, 'clip_cov_ub': 5.0, 'kl_cov_ratio': 0.0002, 'ppo_kl_coef': 0.1}, 'clip_ratio_c': 3.0, 'loss_agg_mode': 'token-mean', 'entropy_coeff': 0, 'use_kl_loss': False, 'use_torch_compile': True, 'kl_loss_coef': 0.001, 'kl_loss_type': 'low_var_kl', 'ppo_epochs': 1, 'shuffle': False, 'ulysses_sequence_parallel_size': 1, 'entropy_from_logits_with_chunking': False, 'entropy_checkpointing': False, 'checkpoint': {'save_contents': ['hf_model'], 'load_contents': ['model', 'optimizer', 'extra']}, 'optim': {'lr': 1e-06, 'lr_warmup_steps': -1, 'lr_warmup_steps_ratio': 0.0, 'min_lr_ratio': 0.0, 'num_cycles': 0.5, 'warmup_style': 'constant', 'total_training_steps': 602, 'weight_decay': 0.01}, 'fsdp_config': {'wrap_policy': {'min_num_params': 0}, 'param_offload': False, 'optimizer_offload': False, 'offload_policy': False, 'reshard_after_forward': True, 'fsdp_size': -1, 'forward_prefetch': False}, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}, 'ref': {'strategy': 'fsdp', 'fsdp_config': {'param_offload': True, 'reshard_after_forward': True, 'forward_prefetch': False, 'wrap_policy': {'min_num_params': 0}}, 'use_torch_compile': True, 'log_prob_micro_batch_size': None, 'log_prob_micro_batch_size_per_gpu': 4, 'log_prob_use_dynamic_bsz': False, 'log_prob_max_token_len_per_gpu': 16384, 'ulysses_sequence_parallel_size': 1, 'entropy_from_logits_with_chunking': False, 'entropy_checkpointing': False, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}, 'rollout': {'name': 'vllm', 'mode': 'sync', 'temperature': 1.0, 'top_k': -1, 'top_p': 1, 'use_fire_sampling': False, 'prompt_length': 1024, 'response_length': 2048, 'dtype': 'bfloat16', 'gpu_memory_utilization': 0.6, 'ignore_eos': False, 'enforce_eager': False, 'free_cache_engine': False, 'load_format': 'dummy_dtensor', 'layered_summon': False, 'tensor_model_parallel_size': 1, 'max_num_batched_tokens': 8192, 'max_model_len': None, 'max_num_seqs': 1024, 'log_prob_micro_batch_size': None, 'log_prob_micro_batch_size_per_gpu': 4, 'log_prob_use_dynamic_bsz': False, 'log_prob_max_token_len_per_gpu': 16384, 'disable_log_stats': True, 'enable_chunked_prefill': True, 'do_sample': True, 'n': 8, 'engine_kwargs': {'vllm': {'swap_space': None, 'disable_mm_preprocessor_cache': False}, 'sglang': {'attention_backend': None}}, 'val_kwargs': {'top_k': -1, 'top_p': 1.0, 'temperature': 0.7, 'n': 128, 'do_sample': True, 'gen_batch_size': None}, 'multi_turn': {'enable': False, 'max_turns': None, 'tool_config_path': None, 'completion_callback': None, 'use_inference_chat_template': False, 'enable_tokenization_sanity_check': True}, 'calculate_log_probs': False, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}}, 'critic': {'rollout_n': 8, 'strategy': 'fsdp', 'optim': {'lr': 1e-05, 'lr_warmup_steps_ratio': 0.0, 'min_lr_ratio': None, 'warmup_style': 'constant', 'total_training_steps': 602, 'weight_decay': 0.01}, 'model': {'path': '~/models/deepseek-llm-7b-chat', 'use_shm': False, 'tokenizer_path': '/data/home/azanette/DSGRPO/assets/Qwen2.5-Math-7B', 'override_config': {}, 'external_lib': None, 'enable_gradient_checkpointing': True, 'enable_activation_offload': False, 'use_remove_padding': False, 'trust_remote_code': False, 'fsdp_config': {'param_offload': False, 'optimizer_offload': False, 'offload_policy': False, 'reshard_after_forward': True, 'wrap_policy': {'min_num_params': 0}, 'fsdp_size': -1, 'forward_prefetch': False}, 'lora_rank': 0, 'lora_alpha': 16, 'target_modules': 'all-linear'}, 'ppo_mini_batch_size': 32, 'ppo_micro_batch_size': None, 'ppo_micro_batch_size_per_gpu': None, 'forward_micro_batch_size': None, 'forward_micro_batch_size_per_gpu': None, 'use_dynamic_bsz': False, 'ppo_max_token_len_per_gpu': 32768, 'forward_max_token_len_per_gpu': 32768, 'ulysses_sequence_parallel_size': 1, 'ppo_epochs': 1, 'shuffle': False, 'grad_clip': 1.0, 'cliprange_value': 0.5, 'loss_agg_mode': 'token-mean', 'checkpoint': {'save_contents': [], 'load_contents': []}, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}, 'reward_model': {'enable': False, 'strategy': 'fsdp', 'model': {'input_tokenizer': '/data/home/azanette/DSGRPO/assets/Qwen2.5-Math-7B', 'path': '~/models/FsfairX-LLaMA3-RM-v0.1', 'use_shm': False, 'external_lib': None, 'use_remove_padding': False, 'use_fused_kernels': False, 'trust_remote_code': False, 'fsdp_config': {'wrap_policy': {'min_num_params': 0}, 'param_offload': False, 'reshard_after_forward': True, 'fsdp_size': -1, 'forward_prefetch': False}}, 'micro_batch_size': None, 'micro_batch_size_per_gpu': None, 'max_length': None, 'ulysses_sequence_parallel_size': 1, 'use_dynamic_bsz': False, 'forward_max_token_len_per_gpu': 32768, 'reward_manager': 'multi_thread', 'launch_reward_fn_async': False, 'sandbox_fusion': {'url': None, 'max_concurrent': 64}, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}, 'reward_kwargs': {'num_reward_actors': 32}}, 'custom_reward_function': {'path': None, 'name': 'compute_score'}, 'algorithm': {'gamma': 1.0, 'lam': 1.0, 'adv_estimator': 'differential_smoothing', 'norm_adv_by_std_in_grpo': True, 'pass_k': 1, 'advantage_type': 'grpo', 'use_kl_in_reward': True, 'truncate_order': 16, 'kl_penalty': 'kl', 'kl_ctrl': {'type': 'fixed', 'kl_coef': 0.0, 'horizon': 10000, 'target_kl': 0.1}, 'use_pf_ppo': False, 'pf_ppo': {'reweight_method': 'pow', 'weight_pow': 2.0}, 'correct_sample_log_prob_coef': 0.0, 'incorrect_sample_log_prob_coef': 0.0}, 'trainer': {'balance_batch': False, 'total_epochs': 30, 'total_training_steps': 602, 'profile_steps': None, 'controller_nsight_options': {'trace': 'cuda,nvtx,cublas,ucx', 'cuda-memory-usage': 'true', 'cuda-graph-trace': 'graph'}, 'worker_nsight_options': {'trace': 'cuda,nvtx,cublas,ucx', 'cuda-memory-usage': 'true', 'cuda-graph-trace': 'graph', 'capture-range': 'cudaProfilerApi', 'capture-range-end': None, 'kill': 'none'}, 'project_name': 'qwen2.5-7b-math-dsgrpo-dapo17k', 'experiment_name': 'dsgrpo_bs32_rollout8_lr1e-6_cs0.00_is0.00_seed104', 'logger': ['console', 'wandb'], 'log_val_generations': 0, 'rollout_data_dir': None, 'validation_data_dir': None, 'nnodes': 1, 'n_gpus_per_node': 4, 'save_freq': 100, 'resume_mode': 'auto', 'resume_from_path': None, 'val_before_train': False, 'val_only': False, 'val_on_last_step': True, 'test_freq': 100, 'eval_on_last_step': True, 'critic_warmup': 0, 'default_hdfs_dir': None, 'del_local_ckpt_after_load': False, 'default_local_dir': '/data/home/azanette/DSGRPO/hf_models/qwen2.5-7b-math-dsgrpo-dapo17k/dsgrpo_bs32_rollout8_lr1e-6_cs0.00_is0.00_seed104', 'max_actor_ckpt_to_keep': 3, 'max_critic_ckpt_to_keep': None, 'ray_wait_register_center_timeout': 300, 'device': 'cuda', 'enable_majority_voting': False}, 'ray_init': {'num_cpus': None, 'timeline_json_file': None, 'ray_dir': '/tmp/dg_azanette_28000'}, '_wandb': {}}
|
| 9 |
+
2026-04-23 10:17:13,606 INFO MainThread:33628 [wandb_init.py:init():892] starting backend
|
| 10 |
+
2026-04-23 10:17:13,846 INFO MainThread:33628 [wandb_init.py:init():895] sending inform_init request
|
| 11 |
+
2026-04-23 10:17:13,851 INFO MainThread:33628 [wandb_init.py:init():903] backend started and connected
|
| 12 |
+
2026-04-23 10:17:13,854 INFO MainThread:33628 [wandb_init.py:init():973] updated telemetry
|
| 13 |
+
2026-04-23 10:17:13,867 INFO MainThread:33628 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-04-23 10:17:13,970 INFO MainThread:33628 [wandb_init.py:init():1042] starting run threads in backend
|
| 15 |
+
2026-04-23 10:17:14,154 INFO MainThread:33628 [wandb_run.py:_console_start():2524] atexit reg
|
| 16 |
+
2026-04-23 10:17:14,154 INFO MainThread:33628 [wandb_run.py:_redirect():2373] redirect: wrap_raw
|
| 17 |
+
2026-04-23 10:17:14,154 INFO MainThread:33628 [wandb_run.py:_redirect():2442] Wrapping output streams.
|
| 18 |
+
2026-04-23 10:17:14,154 INFO MainThread:33628 [wandb_run.py:_redirect():2465] Redirects installed.
|
| 19 |
+
2026-04-23 10:17:14,157 INFO MainThread:33628 [wandb_init.py:init():1082] run started, returning control to user process
|
| 20 |
+
2026-04-24 00:26:10,892 INFO MainThread:33628 [wandb_run.py:_finish():2291] finishing run qwen2.5-7b-math-dsgrpo-dapo17k/7vqs52x1
|
| 21 |
+
2026-04-24 00:26:10,895 INFO MainThread:33628 [wandb_run.py:_atexit_cleanup():2490] got exitcode: 0
|
| 22 |
+
2026-04-24 00:26:10,895 INFO MainThread:33628 [wandb_run.py:_restore():2472] restore
|
| 23 |
+
2026-04-24 00:26:10,895 INFO MainThread:33628 [wandb_run.py:_restore():2478] restore done
|
artifacts/wandb/offline-run-20260424_135907-w0pah759/files/requirements.txt
ADDED
|
@@ -0,0 +1,267 @@
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
| 1 |
+
verl==0.4.0.dev0
|
| 2 |
+
colorama==0.4.6
|
| 3 |
+
psutil==7.2.2
|
| 4 |
+
verl==0.4.0.dev0
|
| 5 |
+
PyYAML==6.0.3
|
| 6 |
+
huggingface_hub==0.36.2
|
| 7 |
+
charset-normalizer==3.4.7
|
| 8 |
+
httpcore==1.0.9
|
| 9 |
+
anyio==4.13.0
|
| 10 |
+
certifi==2026.2.25
|
| 11 |
+
typer==0.24.1
|
| 12 |
+
hf-xet==1.4.3
|
| 13 |
+
h11==0.16.0
|
| 14 |
+
click==8.3.2
|
| 15 |
+
packaging==26.1
|
| 16 |
+
markdown-it-py==4.0.0
|
| 17 |
+
exceptiongroup==1.3.1
|
| 18 |
+
rich==15.0.0
|
| 19 |
+
fsspec==2026.3.0
|
| 20 |
+
tqdm==4.67.3
|
| 21 |
+
urllib3==2.6.3
|
| 22 |
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httpx==0.28.1
|
| 23 |
+
filelock==3.28.0
|
| 24 |
+
idna==3.11
|
| 25 |
+
shellingham==1.5.4
|
| 26 |
+
mdurl==0.1.2
|
| 27 |
+
typing_extensions==4.15.0
|
| 28 |
+
requests==2.33.1
|
| 29 |
+
annotated-doc==0.0.4
|
| 30 |
+
Pygments==2.20.0
|
| 31 |
+
attrs==26.1.0
|
| 32 |
+
pydantic-extra-types==2.11.2
|
| 33 |
+
rignore==0.7.6
|
| 34 |
+
smmap==5.0.3
|
| 35 |
+
msgpack==1.1.2
|
| 36 |
+
pyarrow==23.0.1
|
| 37 |
+
tokenizers==0.22.2
|
| 38 |
+
dnspython==2.8.0
|
| 39 |
+
filelock==3.25.2
|
| 40 |
+
propcache==0.4.1
|
| 41 |
+
watchfiles==1.1.1
|
| 42 |
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pandas==2.3.3
|
| 43 |
+
shellingham==1.5.4
|
| 44 |
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nvidia-cudnn-cu12==9.1.0.70
|
| 45 |
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GitPython==3.1.46
|
| 46 |
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typer==0.24.1
|
| 47 |
+
nvidia-cusparse-cu12==12.3.1.170
|
| 48 |
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llguidance==0.7.30
|
| 49 |
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python-multipart==0.0.24
|
| 50 |
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nodeenv==1.10.0
|
| 51 |
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jiter==0.13.0
|
| 52 |
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opentelemetry-semantic-conventions==0.61b0
|
| 53 |
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networkx==3.4.2
|
| 54 |
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antlr4-python3-runtime==4.9.3
|
| 55 |
+
opencv-python==4.13.0.92
|
| 56 |
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opentelemetry-exporter-otlp-proto-grpc==1.26.0
|
| 57 |
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typing_extensions==4.15.0
|
| 58 |
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pillow==12.2.0
|
| 59 |
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websockets==16.0
|
| 60 |
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cfgv==3.5.0
|
| 61 |
+
distro==1.9.0
|
| 62 |
+
accelerate==1.13.0
|
| 63 |
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tzdata==2026.1
|
| 64 |
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sniffio==1.3.1
|
| 65 |
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numpy==2.2.6
|
| 66 |
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xxhash==3.6.0
|
| 67 |
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py-cpuinfo==9.0.0
|
| 68 |
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nvidia-cuda-cupti-cu12==12.4.127
|
| 69 |
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opentelemetry-exporter-otlp-proto-common==1.26.0
|
| 70 |
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platformdirs==4.9.4
|
| 71 |
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pydantic-settings==2.13.1
|
| 72 |
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distlib==0.4.0
|
| 73 |
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markdown-it-py==4.0.0
|
| 74 |
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nest-asyncio==1.6.0
|
| 75 |
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orjson==3.11.8
|
| 76 |
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python-discovery==1.2.1
|
| 77 |
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cryptography==46.0.6
|
| 78 |
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prometheus-fastapi-instrumentator==7.1.0
|
| 79 |
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sentencepiece==0.2.1
|
| 80 |
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opencv-fixer==0.2.5
|
| 81 |
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opentelemetry-exporter-prometheus==0.61b0
|
| 82 |
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aiohappyeyeballs==2.6.1
|
| 83 |
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hf_transfer==0.1.9
|
| 84 |
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partial-json-parser==0.2.1.1.post7
|
| 85 |
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multiprocess==0.70.19
|
| 86 |
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importlib_metadata==8.0.0
|
| 87 |
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latex2sympy2_extended==1.11.0
|
| 88 |
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opentelemetry-proto==1.26.0
|
| 89 |
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pylatexenc==2.10
|
| 90 |
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nvidia-cusolver-cu12==11.6.1.9
|
| 91 |
+
av==17.0.0
|
| 92 |
+
MarkupSafe==3.0.3
|
| 93 |
+
safetensors==0.7.0
|
| 94 |
+
jsonschema==4.26.0
|
| 95 |
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opencensus==0.11.4
|
| 96 |
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cuda-pathfinder==1.5.2
|
| 97 |
+
hf-xet==1.4.3
|
| 98 |
+
google-auth==2.49.1
|
| 99 |
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outlines==0.1.11
|
| 100 |
+
identify==2.6.18
|
| 101 |
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nvidia-nvjitlink-cu12==12.4.127
|
| 102 |
+
async-timeout==5.0.1
|
| 103 |
+
httpx==0.28.1
|
| 104 |
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grpcio==1.80.0
|
| 105 |
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nvidia-cufft-cu12==11.2.1.3
|
| 106 |
+
mpmath==1.3.0
|
| 107 |
+
iniconfig==2.3.0
|
| 108 |
+
python-dotenv==1.2.2
|
| 109 |
+
pip==26.0.1
|
| 110 |
+
setuptools==80.10.2
|
| 111 |
+
lm-format-enforcer==0.10.12
|
| 112 |
+
wrapt==2.1.2
|
| 113 |
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anyio==4.13.0
|
| 114 |
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mistral_common==1.11.0
|
| 115 |
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tqdm==4.67.3
|
| 116 |
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mathruler==0.1.0
|
| 117 |
+
openai==2.30.0
|
| 118 |
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dill==0.4.1
|
| 119 |
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aiosignal==1.4.0
|
| 120 |
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virtualenv==21.2.0
|
| 121 |
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wcwidth==0.6.0
|
| 122 |
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nvidia-cuda-runtime-cu12==12.4.127
|
| 123 |
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sympy==1.13.1
|
| 124 |
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scipy==1.15.3
|
| 125 |
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math-verify==0.9.0
|
| 126 |
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wandb==0.25.1
|
| 127 |
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referencing==0.37.0
|
| 128 |
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airportsdata==20260315
|
| 129 |
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opencv-python-headless==4.13.0.92
|
| 130 |
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annotated-doc==0.0.4
|
| 131 |
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datasets==4.8.4
|
| 132 |
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pyext==0.7
|
| 133 |
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opentelemetry-sdk==1.40.0
|
| 134 |
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hydra-core==1.3.2
|
| 135 |
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nvidia-nccl-cu12==2.21.5
|
| 136 |
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idna==3.11
|
| 137 |
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blessed==1.33.0
|
| 138 |
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charset-normalizer==3.4.7
|
| 139 |
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transformers==4.56.0
|
| 140 |
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fastapi-cli==0.0.24
|
| 141 |
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pyasn1==0.6.3
|
| 142 |
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h11==0.16.0
|
| 143 |
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tomli==2.4.1
|
| 144 |
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wheel==0.46.3
|
| 145 |
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opentelemetry-exporter-otlp==1.26.0
|
| 146 |
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prometheus_client==0.24.1
|
| 147 |
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nvidia-nvtx-cu12==12.4.127
|
| 148 |
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googleapis-common-protos==1.74.0
|
| 149 |
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annotated-types==0.7.0
|
| 150 |
+
nvidia-cusparselt-cu12==0.6.2
|
| 151 |
+
compressed-tensors==0.9.3
|
| 152 |
+
rich-toolkit==0.19.7
|
| 153 |
+
codetiming==1.4.0
|
| 154 |
+
omegaconf==2.3.0
|
| 155 |
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regex==2026.4.4
|
| 156 |
+
proto-plus==1.27.2
|
| 157 |
+
requests==2.33.1
|
| 158 |
+
torchdata==0.11.0
|
| 159 |
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google-api-core==2.30.2
|
| 160 |
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opentelemetry-exporter-otlp-proto-http==1.26.0
|
| 161 |
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Pygments==2.20.0
|
| 162 |
+
rich==14.3.3
|
| 163 |
+
urllib3==2.6.3
|
| 164 |
+
opentelemetry-api==1.40.0
|
| 165 |
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Deprecated==1.3.1
|
| 166 |
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pydantic_core==2.41.5
|
| 167 |
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six==1.17.0
|
| 168 |
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packaging==26.0
|
| 169 |
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exceptiongroup==1.3.1
|
| 170 |
+
cupy-cuda12x==14.0.1
|
| 171 |
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tensordict==0.6.2
|
| 172 |
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torchaudio==2.6.0
|
| 173 |
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torchvision==0.21.0
|
| 174 |
+
pytz==2026.1.post1
|
| 175 |
+
frozenlist==1.8.0
|
| 176 |
+
starlette==0.52.1
|
| 177 |
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ninja==1.13.0
|
| 178 |
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numba==0.61.2
|
| 179 |
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llvmlite==0.44.0
|
| 180 |
+
ruff==0.15.9
|
| 181 |
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tiktoken==0.12.0
|
| 182 |
+
aiohttp-cors==0.8.1
|
| 183 |
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python-json-logger==4.1.0
|
| 184 |
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click==8.3.2
|
| 185 |
+
Jinja2==3.1.6
|
| 186 |
+
pycountry==26.2.16
|
| 187 |
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httptools==0.7.1
|
| 188 |
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typing-inspection==0.4.2
|
| 189 |
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peft==0.17.0
|
| 190 |
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gitdb==4.0.12
|
| 191 |
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pybind11==3.0.3
|
| 192 |
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psutil==7.2.2
|
| 193 |
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fastar==0.9.0
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| 194 |
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py-spy==0.4.1
|
| 195 |
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xformers==0.0.29.post2
|
| 196 |
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nvidia-cuda-nvrtc-cu12==12.4.127
|
| 197 |
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protobuf==4.25.9
|
| 198 |
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cffi==2.0.0
|
| 199 |
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einops==0.8.2
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| 200 |
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optree==0.19.0
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| 201 |
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yarl==1.23.0
|
| 202 |
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diskcache==5.6.3
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| 203 |
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astor==0.8.1
|
| 204 |
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flash_attn==2.7.4.post1
|
| 205 |
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python-dateutil==2.9.0.post0
|
| 206 |
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triton==3.2.0
|
| 207 |
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sentry-sdk==2.57.0
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| 208 |
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msgspec==0.20.0
|
| 209 |
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pluggy==1.6.0
|
| 210 |
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pyasn1_modules==0.4.2
|
| 211 |
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liger_kernel==0.7.0
|
| 212 |
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multidict==6.7.1
|
| 213 |
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ray==2.54.1
|
| 214 |
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gguf==0.18.0
|
| 215 |
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blake3==1.0.8
|
| 216 |
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cachetools==7.0.5
|
| 217 |
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cloudpickle==3.1.2
|
| 218 |
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zipp==3.23.0
|
| 219 |
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flashinfer-python==0.2.2.post1+cu124torch2.6
|
| 220 |
+
uvicorn==0.44.0
|
| 221 |
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aiohttp==3.13.5
|
| 222 |
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lark==1.2.2
|
| 223 |
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rpds-py==0.30.0
|
| 224 |
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fsspec==2026.2.0
|
| 225 |
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torch==2.6.0
|
| 226 |
+
jsonschema-specifications==2025.9.1
|
| 227 |
+
smart_open==7.5.1
|
| 228 |
+
colorful==0.5.8
|
| 229 |
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verl==0.4.0.dev0
|
| 230 |
+
pycparser==3.0
|
| 231 |
+
opencensus-context==0.1.3
|
| 232 |
+
PyYAML==6.0.3
|
| 233 |
+
opentelemetry-semantic-conventions-ai==0.4.13
|
| 234 |
+
pyzmq==27.1.0
|
| 235 |
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gpustat==1.1.1
|
| 236 |
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depyf==0.18.0
|
| 237 |
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certifi==2026.2.25
|
| 238 |
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uvloop==0.22.1
|
| 239 |
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qwen-vl-utils==0.0.14
|
| 240 |
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huggingface_hub==0.36.2
|
| 241 |
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email-validator==2.3.0
|
| 242 |
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xgrammar==0.1.18
|
| 243 |
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outlines_core==0.1.26
|
| 244 |
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interegular==0.3.3
|
| 245 |
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pre_commit==4.5.1
|
| 246 |
+
pytest==9.0.2
|
| 247 |
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pydantic==2.12.5
|
| 248 |
+
fastapi==0.135.3
|
| 249 |
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nvidia-ml-py==13.595.45
|
| 250 |
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fastapi-cloud-cli==0.16.0
|
| 251 |
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nvidia-cublas-cu12==12.4.5.8
|
| 252 |
+
nvidia-curand-cu12==10.3.5.147
|
| 253 |
+
mdurl==0.1.2
|
| 254 |
+
vllm==0.8.5.post1
|
| 255 |
+
httpcore==1.0.9
|
| 256 |
+
jaraco.functools==4.4.0
|
| 257 |
+
zipp==3.23.0
|
| 258 |
+
more-itertools==10.8.0
|
| 259 |
+
backports.tarfile==1.2.0
|
| 260 |
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jaraco.context==6.1.0
|
| 261 |
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wheel==0.46.3
|
| 262 |
+
autocommand==2.2.2
|
| 263 |
+
importlib_metadata==8.7.1
|
| 264 |
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tomli==2.4.0
|
| 265 |
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platformdirs==4.4.0
|
| 266 |
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jaraco.text==4.0.0
|
| 267 |
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packaging==26.0
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artifacts/wandb/offline-run-20260424_135907-w0pah759/logs/debug-core.log
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|
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|
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|
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|
| 1 |
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{"time":"2026-04-24T13:59:07.958898777Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":1572033}
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{"time":"2026-04-24T13:59:07.958862362Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/dg_azanette_40000/tmp/wandb-1572033-1581781-1018598229/socket","Net":"unix"}}
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{"time":"2026-04-24T13:59:08.130272573Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
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{"time":"2026-04-24T13:59:08.138027887Z","level":"INFO","msg":"handleInformInit: received","streamId":"w0pah759","id":"1(@)"}
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{"time":"2026-04-25T03:44:51.837577917Z","level":"INFO","msg":"handleInformFinish: finish message received","streamId":"w0pah759","id":"1(@)"}
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| 8 |
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{"time":"2026-04-25T03:44:51.838743471Z","level":"INFO","msg":"handleInformFinish: stream closed","streamId":"w0pah759","id":"1(@)"}
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artifacts/wandb/offline-run-20260424_135907-w0pah759/logs/debug-internal.log
ADDED
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|
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|
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|
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|
| 1 |
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{"time":"2026-04-24T13:59:08.13884772Z","level":"INFO","msg":"wandb-core"}
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{"time":"2026-04-24T13:59:08.138857899Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"}
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{"time":"2026-04-24T13:59:08.350835534Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
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{"time":"2026-04-24T13:59:08.350898085Z","level":"INFO","msg":"stream: created new stream","id":"w0pah759"}
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{"time":"2026-04-24T13:59:08.350951792Z","level":"INFO","msg":"handler: started"}
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{"time":"2026-04-24T13:59:08.352077238Z","level":"INFO","msg":"stream: started"}
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{"time":"2026-04-24T13:59:08.352100216Z","level":"INFO","msg":"writer: started","stream_id":"w0pah759"}
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{"time":"2026-04-24T13:59:08.352114997Z","level":"INFO","msg":"sender: started"}
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{"time":"2026-04-24T13:59:08.352768983Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
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| 10 |
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{"time":"2026-04-25T03:44:51.83340008Z","level":"INFO","msg":"handler: operation stats","stats":{}}
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{"time":"2026-04-25T03:44:51.837603478Z","level":"INFO","msg":"stream: closing"}
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{"time":"2026-04-25T03:44:51.837614747Z","level":"INFO","msg":"handler: closed"}
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{"time":"2026-04-25T03:44:51.838389704Z","level":"INFO","msg":"sender: closed"}
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{"time":"2026-04-25T03:44:51.838403295Z","level":"INFO","msg":"stream: closed"}
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artifacts/wandb/offline-run-20260424_135907-w0pah759/logs/debug.log
ADDED
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@@ -0,0 +1,23 @@
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|
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|
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|
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|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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2026-04-24 13:59:07,845 INFO MainThread:1572033 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1
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| 2 |
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2026-04-24 13:59:07,845 INFO MainThread:1572033 [wandb_setup.py:_flush():81] Configure stats pid to 1572033
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2026-04-24 13:59:07,845 INFO MainThread:1572033 [wandb_setup.py:_flush():81] Loading settings from environment variables
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| 4 |
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2026-04-24 13:59:07,846 INFO MainThread:1572033 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260424_135907-w0pah759/logs/debug.log
|
| 5 |
+
2026-04-24 13:59:07,846 INFO MainThread:1572033 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260424_135907-w0pah759/logs/debug-internal.log
|
| 6 |
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2026-04-24 13:59:07,846 INFO MainThread:1572033 [wandb_init.py:init():844] calling init triggers
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| 7 |
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2026-04-24 13:59:07,846 INFO MainThread:1572033 [wandb_init.py:init():849] wandb.init called with sweep_config: {}
|
| 8 |
+
config: {'data': {'tokenizer': None, 'use_shm': False, 'train_files': '/data/home/azanette/DSGRPO/assets/dapo17k_math/train.parquet', 'val_files': ['/data/home/azanette/DSGRPO/assets/math500/test.parquet', '/data/home/azanette/DSGRPO/assets/aime24/test.parquet', '/data/home/azanette/DSGRPO/assets/aime25/test.parquet', '/data/home/azanette/DSGRPO/assets/olympiadbench/test.parquet', '/data/home/azanette/DSGRPO/assets/amc23/test.parquet'], 'prompt_key': 'prompt', 'reward_fn_key': 'data_source', 'max_prompt_length': 1024, 'max_response_length': 2048, 'train_batch_size': 32, 'val_batch_size': None, 'return_raw_input_ids': False, 'return_raw_chat': False, 'return_full_prompt': False, 'shuffle': True, 'validation_shuffle': False, 'filter_overlong_prompts': True, 'filter_overlong_prompts_workers': 1, 'truncation': 'error', 'apply_chat_template': True, 'image_key': 'images', 'video_key': 'videos', 'trust_remote_code': False, 'custom_cls': {'path': None, 'name': None}, 'seed': 105}, 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8192, 'max_model_len': None, 'max_num_seqs': 1024, 'log_prob_micro_batch_size': None, 'log_prob_micro_batch_size_per_gpu': 4, 'log_prob_use_dynamic_bsz': False, 'log_prob_max_token_len_per_gpu': 16384, 'disable_log_stats': True, 'enable_chunked_prefill': True, 'do_sample': True, 'n': 8, 'engine_kwargs': {'vllm': {'swap_space': None, 'disable_mm_preprocessor_cache': False}, 'sglang': {'attention_backend': None}}, 'val_kwargs': {'top_k': -1, 'top_p': 1.0, 'temperature': 0.7, 'n': 128, 'do_sample': True, 'gen_batch_size': None}, 'multi_turn': {'enable': False, 'max_turns': None, 'tool_config_path': None, 'completion_callback': None, 'use_inference_chat_template': False, 'enable_tokenization_sanity_check': True}, 'calculate_log_probs': False, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}}, 'critic': {'rollout_n': 8, 'strategy': 'fsdp', 'optim': {'lr': 1e-05, 'lr_warmup_steps_ratio': 0.0, 'min_lr_ratio': None, 'warmup_style': 'constant', 'total_training_steps': 602, 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'loss_agg_mode': 'token-mean', 'checkpoint': {'save_contents': [], 'load_contents': []}, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}, 'reward_model': {'enable': False, 'strategy': 'fsdp', 'model': {'input_tokenizer': '/data/home/azanette/DSGRPO/assets/Qwen2.5-Math-7B', 'path': '~/models/FsfairX-LLaMA3-RM-v0.1', 'use_shm': False, 'external_lib': None, 'use_remove_padding': False, 'use_fused_kernels': False, 'trust_remote_code': False, 'fsdp_config': {'wrap_policy': {'min_num_params': 0}, 'param_offload': False, 'reshard_after_forward': True, 'fsdp_size': -1, 'forward_prefetch': False}}, 'micro_batch_size': None, 'micro_batch_size_per_gpu': None, 'max_length': None, 'ulysses_sequence_parallel_size': 1, 'use_dynamic_bsz': False, 'forward_max_token_len_per_gpu': 32768, 'reward_manager': 'multi_thread', 'launch_reward_fn_async': False, 'sandbox_fusion': {'url': None, 'max_concurrent': 64}, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}, 'reward_kwargs': {'num_reward_actors': 32}}, 'custom_reward_function': {'path': None, 'name': 'compute_score'}, 'algorithm': {'gamma': 1.0, 'lam': 1.0, 'adv_estimator': 'differential_smoothing', 'norm_adv_by_std_in_grpo': True, 'pass_k': 1, 'advantage_type': 'grpo', 'use_kl_in_reward': True, 'truncate_order': 16, 'kl_penalty': 'kl', 'kl_ctrl': {'type': 'fixed', 'kl_coef': 0.0, 'horizon': 10000, 'target_kl': 0.1}, 'use_pf_ppo': False, 'pf_ppo': {'reweight_method': 'pow', 'weight_pow': 2.0}, 'correct_sample_log_prob_coef': 0.05, 'incorrect_sample_log_prob_coef': 0.05}, 'trainer': {'balance_batch': False, 'total_epochs': 30, 'total_training_steps': 602, 'profile_steps': None, 'controller_nsight_options': {'trace': 'cuda,nvtx,cublas,ucx', 'cuda-memory-usage': 'true', 'cuda-graph-trace': 'graph'}, 'worker_nsight_options': {'trace': 'cuda,nvtx,cublas,ucx', 'cuda-memory-usage': 'true', 'cuda-graph-trace': 'graph', 'capture-range': 'cudaProfilerApi', 'capture-range-end': None, 'kill': 'none'}, 'project_name': 'qwen2.5-7b-math-dsgrpo-dapo17k', 'experiment_name': 'dsgrpo_bs32_rollout8_lr1e-6_cs0.05_is0.05_seed105', 'logger': ['console', 'wandb'], 'log_val_generations': 0, 'rollout_data_dir': None, 'validation_data_dir': None, 'nnodes': 1, 'n_gpus_per_node': 4, 'save_freq': 100, 'resume_mode': 'auto', 'resume_from_path': None, 'val_before_train': False, 'val_only': False, 'val_on_last_step': True, 'test_freq': 100, 'eval_on_last_step': True, 'critic_warmup': 0, 'default_hdfs_dir': None, 'del_local_ckpt_after_load': False, 'default_local_dir': '/data/home/azanette/DSGRPO/hf_models/qwen2.5-7b-math-dsgrpo-dapo17k/dsgrpo_bs32_rollout8_lr1e-6_cs0.05_is0.05_seed105', 'max_actor_ckpt_to_keep': 3, 'max_critic_ckpt_to_keep': None, 'ray_wait_register_center_timeout': 300, 'device': 'cuda', 'enable_majority_voting': False}, 'ray_init': {'num_cpus': None, 'timeline_json_file': None, 'ray_dir': '/tmp/dg_azanette_40000'}, '_wandb': {}}
|
| 9 |
+
2026-04-24 13:59:07,846 INFO MainThread:1572033 [wandb_init.py:init():892] starting backend
|
| 10 |
+
2026-04-24 13:59:08,130 INFO MainThread:1572033 [wandb_init.py:init():895] sending inform_init request
|
| 11 |
+
2026-04-24 13:59:08,136 INFO MainThread:1572033 [wandb_init.py:init():903] backend started and connected
|
| 12 |
+
2026-04-24 13:59:08,139 INFO MainThread:1572033 [wandb_init.py:init():973] updated telemetry
|
| 13 |
+
2026-04-24 13:59:08,153 INFO MainThread:1572033 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-04-24 13:59:08,355 INFO MainThread:1572033 [wandb_init.py:init():1042] starting run threads in backend
|
| 15 |
+
2026-04-24 13:59:08,675 INFO MainThread:1572033 [wandb_run.py:_console_start():2524] atexit reg
|
| 16 |
+
2026-04-24 13:59:08,675 INFO MainThread:1572033 [wandb_run.py:_redirect():2373] redirect: wrap_raw
|
| 17 |
+
2026-04-24 13:59:08,675 INFO MainThread:1572033 [wandb_run.py:_redirect():2442] Wrapping output streams.
|
| 18 |
+
2026-04-24 13:59:08,675 INFO MainThread:1572033 [wandb_run.py:_redirect():2465] Redirects installed.
|
| 19 |
+
2026-04-24 13:59:08,680 INFO MainThread:1572033 [wandb_init.py:init():1082] run started, returning control to user process
|
| 20 |
+
2026-04-25 03:44:51,825 INFO MainThread:1572033 [wandb_run.py:_finish():2291] finishing run qwen2.5-7b-math-dsgrpo-dapo17k/w0pah759
|
| 21 |
+
2026-04-25 03:44:51,831 INFO MainThread:1572033 [wandb_run.py:_atexit_cleanup():2490] got exitcode: 0
|
| 22 |
+
2026-04-25 03:44:51,831 INFO MainThread:1572033 [wandb_run.py:_restore():2472] restore
|
| 23 |
+
2026-04-25 03:44:51,831 INFO MainThread:1572033 [wandb_run.py:_restore():2478] restore done
|
artifacts/wandb/offline-run-20260430_102856-dcqwcvtc/files/requirements.txt
ADDED
|
@@ -0,0 +1,267 @@
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|
|
|
|
|
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|
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|
|
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|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
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|
|
|
| 1 |
+
verl==0.4.0.dev0
|
| 2 |
+
colorama==0.4.6
|
| 3 |
+
psutil==7.2.2
|
| 4 |
+
verl==0.4.0.dev0
|
| 5 |
+
PyYAML==6.0.3
|
| 6 |
+
huggingface_hub==0.36.2
|
| 7 |
+
charset-normalizer==3.4.7
|
| 8 |
+
httpcore==1.0.9
|
| 9 |
+
anyio==4.13.0
|
| 10 |
+
certifi==2026.2.25
|
| 11 |
+
typer==0.24.1
|
| 12 |
+
hf-xet==1.4.3
|
| 13 |
+
h11==0.16.0
|
| 14 |
+
click==8.3.2
|
| 15 |
+
packaging==26.1
|
| 16 |
+
markdown-it-py==4.0.0
|
| 17 |
+
exceptiongroup==1.3.1
|
| 18 |
+
rich==15.0.0
|
| 19 |
+
fsspec==2026.3.0
|
| 20 |
+
tqdm==4.67.3
|
| 21 |
+
urllib3==2.6.3
|
| 22 |
+
httpx==0.28.1
|
| 23 |
+
filelock==3.28.0
|
| 24 |
+
idna==3.11
|
| 25 |
+
shellingham==1.5.4
|
| 26 |
+
mdurl==0.1.2
|
| 27 |
+
typing_extensions==4.15.0
|
| 28 |
+
requests==2.33.1
|
| 29 |
+
annotated-doc==0.0.4
|
| 30 |
+
Pygments==2.20.0
|
| 31 |
+
attrs==26.1.0
|
| 32 |
+
pydantic-extra-types==2.11.2
|
| 33 |
+
rignore==0.7.6
|
| 34 |
+
smmap==5.0.3
|
| 35 |
+
msgpack==1.1.2
|
| 36 |
+
pyarrow==23.0.1
|
| 37 |
+
tokenizers==0.22.2
|
| 38 |
+
dnspython==2.8.0
|
| 39 |
+
filelock==3.25.2
|
| 40 |
+
propcache==0.4.1
|
| 41 |
+
watchfiles==1.1.1
|
| 42 |
+
pandas==2.3.3
|
| 43 |
+
shellingham==1.5.4
|
| 44 |
+
nvidia-cudnn-cu12==9.1.0.70
|
| 45 |
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GitPython==3.1.46
|
| 46 |
+
typer==0.24.1
|
| 47 |
+
nvidia-cusparse-cu12==12.3.1.170
|
| 48 |
+
llguidance==0.7.30
|
| 49 |
+
python-multipart==0.0.24
|
| 50 |
+
nodeenv==1.10.0
|
| 51 |
+
jiter==0.13.0
|
| 52 |
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opentelemetry-semantic-conventions==0.61b0
|
| 53 |
+
networkx==3.4.2
|
| 54 |
+
antlr4-python3-runtime==4.9.3
|
| 55 |
+
opencv-python==4.13.0.92
|
| 56 |
+
opentelemetry-exporter-otlp-proto-grpc==1.26.0
|
| 57 |
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typing_extensions==4.15.0
|
| 58 |
+
pillow==12.2.0
|
| 59 |
+
websockets==16.0
|
| 60 |
+
cfgv==3.5.0
|
| 61 |
+
distro==1.9.0
|
| 62 |
+
accelerate==1.13.0
|
| 63 |
+
tzdata==2026.1
|
| 64 |
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sniffio==1.3.1
|
| 65 |
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numpy==2.2.6
|
| 66 |
+
xxhash==3.6.0
|
| 67 |
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py-cpuinfo==9.0.0
|
| 68 |
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nvidia-cuda-cupti-cu12==12.4.127
|
| 69 |
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opentelemetry-exporter-otlp-proto-common==1.26.0
|
| 70 |
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platformdirs==4.9.4
|
| 71 |
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pydantic-settings==2.13.1
|
| 72 |
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distlib==0.4.0
|
| 73 |
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markdown-it-py==4.0.0
|
| 74 |
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nest-asyncio==1.6.0
|
| 75 |
+
orjson==3.11.8
|
| 76 |
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python-discovery==1.2.1
|
| 77 |
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cryptography==46.0.6
|
| 78 |
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prometheus-fastapi-instrumentator==7.1.0
|
| 79 |
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sentencepiece==0.2.1
|
| 80 |
+
opencv-fixer==0.2.5
|
| 81 |
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opentelemetry-exporter-prometheus==0.61b0
|
| 82 |
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aiohappyeyeballs==2.6.1
|
| 83 |
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hf_transfer==0.1.9
|
| 84 |
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partial-json-parser==0.2.1.1.post7
|
| 85 |
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multiprocess==0.70.19
|
| 86 |
+
importlib_metadata==8.0.0
|
| 87 |
+
latex2sympy2_extended==1.11.0
|
| 88 |
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opentelemetry-proto==1.26.0
|
| 89 |
+
pylatexenc==2.10
|
| 90 |
+
nvidia-cusolver-cu12==11.6.1.9
|
| 91 |
+
av==17.0.0
|
| 92 |
+
MarkupSafe==3.0.3
|
| 93 |
+
safetensors==0.7.0
|
| 94 |
+
jsonschema==4.26.0
|
| 95 |
+
opencensus==0.11.4
|
| 96 |
+
cuda-pathfinder==1.5.2
|
| 97 |
+
hf-xet==1.4.3
|
| 98 |
+
google-auth==2.49.1
|
| 99 |
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outlines==0.1.11
|
| 100 |
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identify==2.6.18
|
| 101 |
+
nvidia-nvjitlink-cu12==12.4.127
|
| 102 |
+
async-timeout==5.0.1
|
| 103 |
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httpx==0.28.1
|
| 104 |
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grpcio==1.80.0
|
| 105 |
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nvidia-cufft-cu12==11.2.1.3
|
| 106 |
+
mpmath==1.3.0
|
| 107 |
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iniconfig==2.3.0
|
| 108 |
+
python-dotenv==1.2.2
|
| 109 |
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pip==26.0.1
|
| 110 |
+
setuptools==80.10.2
|
| 111 |
+
lm-format-enforcer==0.10.12
|
| 112 |
+
wrapt==2.1.2
|
| 113 |
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anyio==4.13.0
|
| 114 |
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mistral_common==1.11.0
|
| 115 |
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tqdm==4.67.3
|
| 116 |
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mathruler==0.1.0
|
| 117 |
+
openai==2.30.0
|
| 118 |
+
dill==0.4.1
|
| 119 |
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aiosignal==1.4.0
|
| 120 |
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virtualenv==21.2.0
|
| 121 |
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wcwidth==0.6.0
|
| 122 |
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nvidia-cuda-runtime-cu12==12.4.127
|
| 123 |
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sympy==1.13.1
|
| 124 |
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scipy==1.15.3
|
| 125 |
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math-verify==0.9.0
|
| 126 |
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wandb==0.25.1
|
| 127 |
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referencing==0.37.0
|
| 128 |
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airportsdata==20260315
|
| 129 |
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opencv-python-headless==4.13.0.92
|
| 130 |
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annotated-doc==0.0.4
|
| 131 |
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datasets==4.8.4
|
| 132 |
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pyext==0.7
|
| 133 |
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opentelemetry-sdk==1.40.0
|
| 134 |
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hydra-core==1.3.2
|
| 135 |
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nvidia-nccl-cu12==2.21.5
|
| 136 |
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idna==3.11
|
| 137 |
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blessed==1.33.0
|
| 138 |
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charset-normalizer==3.4.7
|
| 139 |
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transformers==4.56.0
|
| 140 |
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fastapi-cli==0.0.24
|
| 141 |
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pyasn1==0.6.3
|
| 142 |
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h11==0.16.0
|
| 143 |
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tomli==2.4.1
|
| 144 |
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wheel==0.46.3
|
| 145 |
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opentelemetry-exporter-otlp==1.26.0
|
| 146 |
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prometheus_client==0.24.1
|
| 147 |
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nvidia-nvtx-cu12==12.4.127
|
| 148 |
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googleapis-common-protos==1.74.0
|
| 149 |
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annotated-types==0.7.0
|
| 150 |
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nvidia-cusparselt-cu12==0.6.2
|
| 151 |
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compressed-tensors==0.9.3
|
| 152 |
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rich-toolkit==0.19.7
|
| 153 |
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codetiming==1.4.0
|
| 154 |
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omegaconf==2.3.0
|
| 155 |
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regex==2026.4.4
|
| 156 |
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proto-plus==1.27.2
|
| 157 |
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requests==2.33.1
|
| 158 |
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torchdata==0.11.0
|
| 159 |
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google-api-core==2.30.2
|
| 160 |
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opentelemetry-exporter-otlp-proto-http==1.26.0
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| 161 |
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Pygments==2.20.0
|
| 162 |
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rich==14.3.3
|
| 163 |
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urllib3==2.6.3
|
| 164 |
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opentelemetry-api==1.40.0
|
| 165 |
+
Deprecated==1.3.1
|
| 166 |
+
pydantic_core==2.41.5
|
| 167 |
+
six==1.17.0
|
| 168 |
+
packaging==26.0
|
| 169 |
+
exceptiongroup==1.3.1
|
| 170 |
+
cupy-cuda12x==14.0.1
|
| 171 |
+
tensordict==0.6.2
|
| 172 |
+
torchaudio==2.6.0
|
| 173 |
+
torchvision==0.21.0
|
| 174 |
+
pytz==2026.1.post1
|
| 175 |
+
frozenlist==1.8.0
|
| 176 |
+
starlette==0.52.1
|
| 177 |
+
ninja==1.13.0
|
| 178 |
+
numba==0.61.2
|
| 179 |
+
llvmlite==0.44.0
|
| 180 |
+
ruff==0.15.9
|
| 181 |
+
tiktoken==0.12.0
|
| 182 |
+
aiohttp-cors==0.8.1
|
| 183 |
+
python-json-logger==4.1.0
|
| 184 |
+
click==8.3.2
|
| 185 |
+
Jinja2==3.1.6
|
| 186 |
+
pycountry==26.2.16
|
| 187 |
+
httptools==0.7.1
|
| 188 |
+
typing-inspection==0.4.2
|
| 189 |
+
peft==0.17.0
|
| 190 |
+
gitdb==4.0.12
|
| 191 |
+
pybind11==3.0.3
|
| 192 |
+
psutil==7.2.2
|
| 193 |
+
fastar==0.9.0
|
| 194 |
+
py-spy==0.4.1
|
| 195 |
+
xformers==0.0.29.post2
|
| 196 |
+
nvidia-cuda-nvrtc-cu12==12.4.127
|
| 197 |
+
protobuf==4.25.9
|
| 198 |
+
cffi==2.0.0
|
| 199 |
+
einops==0.8.2
|
| 200 |
+
optree==0.19.0
|
| 201 |
+
yarl==1.23.0
|
| 202 |
+
diskcache==5.6.3
|
| 203 |
+
astor==0.8.1
|
| 204 |
+
flash_attn==2.7.4.post1
|
| 205 |
+
python-dateutil==2.9.0.post0
|
| 206 |
+
triton==3.2.0
|
| 207 |
+
sentry-sdk==2.57.0
|
| 208 |
+
msgspec==0.20.0
|
| 209 |
+
pluggy==1.6.0
|
| 210 |
+
pyasn1_modules==0.4.2
|
| 211 |
+
liger_kernel==0.7.0
|
| 212 |
+
multidict==6.7.1
|
| 213 |
+
ray==2.54.1
|
| 214 |
+
gguf==0.18.0
|
| 215 |
+
blake3==1.0.8
|
| 216 |
+
cachetools==7.0.5
|
| 217 |
+
cloudpickle==3.1.2
|
| 218 |
+
zipp==3.23.0
|
| 219 |
+
flashinfer-python==0.2.2.post1+cu124torch2.6
|
| 220 |
+
uvicorn==0.44.0
|
| 221 |
+
aiohttp==3.13.5
|
| 222 |
+
lark==1.2.2
|
| 223 |
+
rpds-py==0.30.0
|
| 224 |
+
fsspec==2026.2.0
|
| 225 |
+
torch==2.6.0
|
| 226 |
+
jsonschema-specifications==2025.9.1
|
| 227 |
+
smart_open==7.5.1
|
| 228 |
+
colorful==0.5.8
|
| 229 |
+
verl==0.4.0.dev0
|
| 230 |
+
pycparser==3.0
|
| 231 |
+
opencensus-context==0.1.3
|
| 232 |
+
PyYAML==6.0.3
|
| 233 |
+
opentelemetry-semantic-conventions-ai==0.4.13
|
| 234 |
+
pyzmq==27.1.0
|
| 235 |
+
gpustat==1.1.1
|
| 236 |
+
depyf==0.18.0
|
| 237 |
+
certifi==2026.2.25
|
| 238 |
+
uvloop==0.22.1
|
| 239 |
+
qwen-vl-utils==0.0.14
|
| 240 |
+
huggingface_hub==0.36.2
|
| 241 |
+
email-validator==2.3.0
|
| 242 |
+
xgrammar==0.1.18
|
| 243 |
+
outlines_core==0.1.26
|
| 244 |
+
interegular==0.3.3
|
| 245 |
+
pre_commit==4.5.1
|
| 246 |
+
pytest==9.0.2
|
| 247 |
+
pydantic==2.12.5
|
| 248 |
+
fastapi==0.135.3
|
| 249 |
+
nvidia-ml-py==13.595.45
|
| 250 |
+
fastapi-cloud-cli==0.16.0
|
| 251 |
+
nvidia-cublas-cu12==12.4.5.8
|
| 252 |
+
nvidia-curand-cu12==10.3.5.147
|
| 253 |
+
mdurl==0.1.2
|
| 254 |
+
vllm==0.8.5.post1
|
| 255 |
+
httpcore==1.0.9
|
| 256 |
+
jaraco.functools==4.4.0
|
| 257 |
+
zipp==3.23.0
|
| 258 |
+
more-itertools==10.8.0
|
| 259 |
+
backports.tarfile==1.2.0
|
| 260 |
+
jaraco.context==6.1.0
|
| 261 |
+
wheel==0.46.3
|
| 262 |
+
autocommand==2.2.2
|
| 263 |
+
importlib_metadata==8.7.1
|
| 264 |
+
tomli==2.4.0
|
| 265 |
+
platformdirs==4.4.0
|
| 266 |
+
jaraco.text==4.0.0
|
| 267 |
+
packaging==26.0
|
artifacts/wandb/offline-run-20260430_102856-dcqwcvtc/logs/debug-core.log
ADDED
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-30T10:28:57.069992963Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/dg_azanette_52000/tmp/tmppa273e2t/port-1055636.txt","pid":1055636,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
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| 2 |
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{"time":"2026-04-30T10:28:57.070496318Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":1055636}
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| 3 |
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{"time":"2026-04-30T10:28:57.070481594Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/dg_azanette_52000/tmp/wandb-1055636-1073593-3404577264/socket","Net":"unix"}}
|
| 4 |
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{"time":"2026-04-30T10:28:57.252277466Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
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| 5 |
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{"time":"2026-04-30T10:28:57.258427146Z","level":"INFO","msg":"handleInformInit: received","streamId":"dcqwcvtc","id":"1(@)"}
|
| 6 |
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{"time":"2026-04-30T10:28:57.472423318Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"dcqwcvtc","id":"1(@)"}
|
artifacts/wandb/offline-run-20260430_102856-dcqwcvtc/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-30T10:28:57.259338805Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
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{"time":"2026-04-30T10:28:57.259351917Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"}
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| 3 |
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{"time":"2026-04-30T10:28:57.471290834Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
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| 4 |
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{"time":"2026-04-30T10:28:57.471371884Z","level":"INFO","msg":"stream: created new stream","id":"dcqwcvtc"}
|
| 5 |
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{"time":"2026-04-30T10:28:57.471426868Z","level":"INFO","msg":"handler: started"}
|
| 6 |
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{"time":"2026-04-30T10:28:57.47240505Z","level":"INFO","msg":"stream: started"}
|
| 7 |
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{"time":"2026-04-30T10:28:57.47242366Z","level":"INFO","msg":"writer: started","stream_id":"dcqwcvtc"}
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| 8 |
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{"time":"2026-04-30T10:28:57.472434868Z","level":"INFO","msg":"sender: started"}
|
| 9 |
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{"time":"2026-04-30T10:28:57.473101105Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
artifacts/wandb/offline-run-20260430_102856-dcqwcvtc/logs/debug.log
ADDED
|
@@ -0,0 +1,19 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-04-30 10:28:56,993 INFO MainThread:1055636 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1
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| 2 |
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2026-04-30 10:28:56,994 INFO MainThread:1055636 [wandb_setup.py:_flush():81] Configure stats pid to 1055636
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| 3 |
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2026-04-30 10:28:56,994 INFO MainThread:1055636 [wandb_setup.py:_flush():81] Loading settings from environment variables
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| 4 |
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2026-04-30 10:28:56,994 INFO MainThread:1055636 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260430_102856-dcqwcvtc/logs/debug.log
|
| 5 |
+
2026-04-30 10:28:56,994 INFO MainThread:1055636 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260430_102856-dcqwcvtc/logs/debug-internal.log
|
| 6 |
+
2026-04-30 10:28:56,994 INFO MainThread:1055636 [wandb_init.py:init():844] calling init triggers
|
| 7 |
+
2026-04-30 10:28:56,994 INFO MainThread:1055636 [wandb_init.py:init():849] wandb.init called with sweep_config: {}
|
| 8 |
+
config: {'data': {'tokenizer': None, 'use_shm': False, 'train_files': ['/data/home/azanette/DSGRPO/assets/dapo17k_math/train.parquet', '/data/home/azanette/DSGRPO/assets/math12k/train.parquet'], 'val_files': ['/data/home/azanette/DSGRPO/assets/math500/test.parquet', '/data/home/azanette/DSGRPO/assets/aime24/test.parquet', '/data/home/azanette/DSGRPO/assets/aime25/test.parquet', '/data/home/azanette/DSGRPO/assets/olympiadbench/test.parquet', '/data/home/azanette/DSGRPO/assets/amc23/test.parquet'], 'prompt_key': 'prompt', 'reward_fn_key': 'data_source', 'max_prompt_length': 1024, 'max_response_length': 2048, 'train_batch_size': 32, 'val_batch_size': None, 'return_raw_input_ids': False, 'return_raw_chat': False, 'return_full_prompt': False, 'shuffle': True, 'validation_shuffle': False, 'filter_overlong_prompts': True, 'filter_overlong_prompts_workers': 1, 'truncation': 'error', 'apply_chat_template': True, 'image_key': 'images', 'video_key': 'videos', 'trust_remote_code': False, 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16384, 'grad_clip': 1.0, 'clip_ratio': 0.2, 'clip_ratio_low': 0.2, 'clip_ratio_high': 0.22, 'policy_loss': {'loss_mode': 'vanilla', 'clip_cov_ratio': 0.0002, 'clip_cov_lb': 1.0, 'clip_cov_ub': 5.0, 'kl_cov_ratio': 0.0002, 'ppo_kl_coef': 0.1}, 'clip_ratio_c': 3.0, 'loss_agg_mode': 'token-mean', 'entropy_coeff': 0, 'use_kl_loss': False, 'use_torch_compile': True, 'kl_loss_coef': 0.001, 'kl_loss_type': 'low_var_kl', 'ppo_epochs': 1, 'shuffle': False, 'ulysses_sequence_parallel_size': 1, 'entropy_from_logits_with_chunking': False, 'entropy_checkpointing': False, 'checkpoint': {'save_contents': ['hf_model'], 'load_contents': ['model', 'optimizer', 'extra']}, 'optim': {'lr': 3e-07, 'lr_warmup_steps': -1, 'lr_warmup_steps_ratio': 0.0, 'min_lr_ratio': 0.0, 'num_cycles': 0.5, 'warmup_style': 'constant', 'total_training_steps': 402, 'weight_decay': 0.01}, 'fsdp_config': {'wrap_policy': {'min_num_params': 0}, 'param_offload': False, 'optimizer_offload': False, 'offload_policy': False, 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0.0, 'min_lr_ratio': None, 'warmup_style': 'constant', 'total_training_steps': 402, 'weight_decay': 0.01}, 'model': {'path': '~/models/deepseek-llm-7b-chat', 'use_shm': False, 'tokenizer_path': '/data/home/azanette/DSGRPO/assets/Ministral-8B-Instruct-2410', 'override_config': {}, 'external_lib': None, 'enable_gradient_checkpointing': True, 'enable_activation_offload': False, 'use_remove_padding': False, 'trust_remote_code': False, 'fsdp_config': {'param_offload': False, 'optimizer_offload': False, 'offload_policy': False, 'reshard_after_forward': True, 'wrap_policy': {'min_num_params': 0}, 'fsdp_size': -1, 'forward_prefetch': False}, 'lora_rank': 0, 'lora_alpha': 16, 'target_modules': 'all-linear'}, 'ppo_mini_batch_size': 32, 'ppo_micro_batch_size': None, 'ppo_micro_batch_size_per_gpu': None, 'forward_micro_batch_size': None, 'forward_micro_batch_size_per_gpu': None, 'use_dynamic_bsz': False, 'ppo_max_token_len_per_gpu': 32768, 'forward_max_token_len_per_gpu': 32768, 'ulysses_sequence_parallel_size': 1, 'ppo_epochs': 1, 'shuffle': False, 'grad_clip': 1.0, 'cliprange_value': 0.5, 'loss_agg_mode': 'token-mean', 'checkpoint': {'save_contents': [], 'load_contents': []}, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}, 'reward_model': {'enable': False, 'strategy': 'fsdp', 'model': {'input_tokenizer': '/data/home/azanette/DSGRPO/assets/Ministral-8B-Instruct-2410', 'path': '~/models/FsfairX-LLaMA3-RM-v0.1', 'use_shm': False, 'external_lib': None, 'use_remove_padding': False, 'use_fused_kernels': False, 'trust_remote_code': False, 'fsdp_config': {'wrap_policy': {'min_num_params': 0}, 'param_offload': False, 'reshard_after_forward': True, 'fsdp_size': -1, 'forward_prefetch': False}}, 'micro_batch_size': None, 'micro_batch_size_per_gpu': None, 'max_length': None, 'ulysses_sequence_parallel_size': 1, 'use_dynamic_bsz': False, 'forward_max_token_len_per_gpu': 32768, 'reward_manager': 'multi_thread', 'launch_reward_fn_async': False, 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'cuda-memory-usage': 'true', 'cuda-graph-trace': 'graph', 'capture-range': 'cudaProfilerApi', 'capture-range-end': None, 'kill': 'none'}, 'project_name': 'ministral-8b-instruct-dsgrpo-dapo17k-math12k', 'experiment_name': 'dsgrpo_bs32_rollout8_lr3e-7_cs0.02_is0.02_seed101', 'logger': ['console', 'wandb'], 'log_val_generations': 0, 'rollout_data_dir': None, 'validation_data_dir': None, 'nnodes': 1, 'n_gpus_per_node': 4, 'save_freq': 100, 'resume_mode': 'auto', 'resume_from_path': None, 'val_before_train': False, 'val_only': False, 'val_on_last_step': True, 'test_freq': 100, 'eval_on_last_step': True, 'critic_warmup': 0, 'default_hdfs_dir': None, 'del_local_ckpt_after_load': False, 'default_local_dir': '/data/home/azanette/DSGRPO/hf_models/ministral-8b-instruct-dsgrpo-dapo17k-math12k/dsgrpo_bs32_rollout8_lr3e-7_cs0.02_is0.02_seed101', 'max_actor_ckpt_to_keep': 3, 'max_critic_ckpt_to_keep': None, 'ray_wait_register_center_timeout': 300, 'device': 'cuda', 'enable_majority_voting': False}, 'ray_init': {'num_cpus': None, 'timeline_json_file': None, 'ray_dir': '/tmp/dg_azanette_52000'}, '_wandb': {}}
|
| 9 |
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2026-04-30 10:28:56,994 INFO MainThread:1055636 [wandb_init.py:init():892] starting backend
|
| 10 |
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2026-04-30 10:28:57,252 INFO MainThread:1055636 [wandb_init.py:init():895] sending inform_init request
|
| 11 |
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2026-04-30 10:28:57,257 INFO MainThread:1055636 [wandb_init.py:init():903] backend started and connected
|
| 12 |
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2026-04-30 10:28:57,259 INFO MainThread:1055636 [wandb_init.py:init():973] updated telemetry
|
| 13 |
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2026-04-30 10:28:57,275 INFO MainThread:1055636 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-04-30 10:28:57,475 INFO MainThread:1055636 [wandb_init.py:init():1042] starting run threads in backend
|
| 15 |
+
2026-04-30 10:28:57,750 INFO MainThread:1055636 [wandb_run.py:_console_start():2524] atexit reg
|
| 16 |
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2026-04-30 10:28:57,750 INFO MainThread:1055636 [wandb_run.py:_redirect():2373] redirect: wrap_raw
|
| 17 |
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2026-04-30 10:28:57,750 INFO MainThread:1055636 [wandb_run.py:_redirect():2442] Wrapping output streams.
|
| 18 |
+
2026-04-30 10:28:57,750 INFO MainThread:1055636 [wandb_run.py:_redirect():2465] Redirects installed.
|
| 19 |
+
2026-04-30 10:28:57,753 INFO MainThread:1055636 [wandb_init.py:init():1082] run started, returning control to user process
|
artifacts/wandb/offline-run-20260430_115539-7ut0x8b2/files/requirements.txt
ADDED
|
@@ -0,0 +1,267 @@
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
| 1 |
+
verl==0.4.0.dev0
|
| 2 |
+
colorama==0.4.6
|
| 3 |
+
psutil==7.2.2
|
| 4 |
+
verl==0.4.0.dev0
|
| 5 |
+
PyYAML==6.0.3
|
| 6 |
+
huggingface_hub==0.36.2
|
| 7 |
+
charset-normalizer==3.4.7
|
| 8 |
+
httpcore==1.0.9
|
| 9 |
+
anyio==4.13.0
|
| 10 |
+
certifi==2026.2.25
|
| 11 |
+
typer==0.24.1
|
| 12 |
+
hf-xet==1.4.3
|
| 13 |
+
h11==0.16.0
|
| 14 |
+
click==8.3.2
|
| 15 |
+
packaging==26.1
|
| 16 |
+
markdown-it-py==4.0.0
|
| 17 |
+
exceptiongroup==1.3.1
|
| 18 |
+
rich==15.0.0
|
| 19 |
+
fsspec==2026.3.0
|
| 20 |
+
tqdm==4.67.3
|
| 21 |
+
urllib3==2.6.3
|
| 22 |
+
httpx==0.28.1
|
| 23 |
+
filelock==3.28.0
|
| 24 |
+
idna==3.11
|
| 25 |
+
shellingham==1.5.4
|
| 26 |
+
mdurl==0.1.2
|
| 27 |
+
typing_extensions==4.15.0
|
| 28 |
+
requests==2.33.1
|
| 29 |
+
annotated-doc==0.0.4
|
| 30 |
+
Pygments==2.20.0
|
| 31 |
+
attrs==26.1.0
|
| 32 |
+
pydantic-extra-types==2.11.2
|
| 33 |
+
rignore==0.7.6
|
| 34 |
+
smmap==5.0.3
|
| 35 |
+
msgpack==1.1.2
|
| 36 |
+
pyarrow==23.0.1
|
| 37 |
+
tokenizers==0.22.2
|
| 38 |
+
dnspython==2.8.0
|
| 39 |
+
filelock==3.25.2
|
| 40 |
+
propcache==0.4.1
|
| 41 |
+
watchfiles==1.1.1
|
| 42 |
+
pandas==2.3.3
|
| 43 |
+
shellingham==1.5.4
|
| 44 |
+
nvidia-cudnn-cu12==9.1.0.70
|
| 45 |
+
GitPython==3.1.46
|
| 46 |
+
typer==0.24.1
|
| 47 |
+
nvidia-cusparse-cu12==12.3.1.170
|
| 48 |
+
llguidance==0.7.30
|
| 49 |
+
python-multipart==0.0.24
|
| 50 |
+
nodeenv==1.10.0
|
| 51 |
+
jiter==0.13.0
|
| 52 |
+
opentelemetry-semantic-conventions==0.61b0
|
| 53 |
+
networkx==3.4.2
|
| 54 |
+
antlr4-python3-runtime==4.9.3
|
| 55 |
+
opencv-python==4.13.0.92
|
| 56 |
+
opentelemetry-exporter-otlp-proto-grpc==1.26.0
|
| 57 |
+
typing_extensions==4.15.0
|
| 58 |
+
pillow==12.2.0
|
| 59 |
+
websockets==16.0
|
| 60 |
+
cfgv==3.5.0
|
| 61 |
+
distro==1.9.0
|
| 62 |
+
accelerate==1.13.0
|
| 63 |
+
tzdata==2026.1
|
| 64 |
+
sniffio==1.3.1
|
| 65 |
+
numpy==2.2.6
|
| 66 |
+
xxhash==3.6.0
|
| 67 |
+
py-cpuinfo==9.0.0
|
| 68 |
+
nvidia-cuda-cupti-cu12==12.4.127
|
| 69 |
+
opentelemetry-exporter-otlp-proto-common==1.26.0
|
| 70 |
+
platformdirs==4.9.4
|
| 71 |
+
pydantic-settings==2.13.1
|
| 72 |
+
distlib==0.4.0
|
| 73 |
+
markdown-it-py==4.0.0
|
| 74 |
+
nest-asyncio==1.6.0
|
| 75 |
+
orjson==3.11.8
|
| 76 |
+
python-discovery==1.2.1
|
| 77 |
+
cryptography==46.0.6
|
| 78 |
+
prometheus-fastapi-instrumentator==7.1.0
|
| 79 |
+
sentencepiece==0.2.1
|
| 80 |
+
opencv-fixer==0.2.5
|
| 81 |
+
opentelemetry-exporter-prometheus==0.61b0
|
| 82 |
+
aiohappyeyeballs==2.6.1
|
| 83 |
+
hf_transfer==0.1.9
|
| 84 |
+
partial-json-parser==0.2.1.1.post7
|
| 85 |
+
multiprocess==0.70.19
|
| 86 |
+
importlib_metadata==8.0.0
|
| 87 |
+
latex2sympy2_extended==1.11.0
|
| 88 |
+
opentelemetry-proto==1.26.0
|
| 89 |
+
pylatexenc==2.10
|
| 90 |
+
nvidia-cusolver-cu12==11.6.1.9
|
| 91 |
+
av==17.0.0
|
| 92 |
+
MarkupSafe==3.0.3
|
| 93 |
+
safetensors==0.7.0
|
| 94 |
+
jsonschema==4.26.0
|
| 95 |
+
opencensus==0.11.4
|
| 96 |
+
cuda-pathfinder==1.5.2
|
| 97 |
+
hf-xet==1.4.3
|
| 98 |
+
google-auth==2.49.1
|
| 99 |
+
outlines==0.1.11
|
| 100 |
+
identify==2.6.18
|
| 101 |
+
nvidia-nvjitlink-cu12==12.4.127
|
| 102 |
+
async-timeout==5.0.1
|
| 103 |
+
httpx==0.28.1
|
| 104 |
+
grpcio==1.80.0
|
| 105 |
+
nvidia-cufft-cu12==11.2.1.3
|
| 106 |
+
mpmath==1.3.0
|
| 107 |
+
iniconfig==2.3.0
|
| 108 |
+
python-dotenv==1.2.2
|
| 109 |
+
pip==26.0.1
|
| 110 |
+
setuptools==80.10.2
|
| 111 |
+
lm-format-enforcer==0.10.12
|
| 112 |
+
wrapt==2.1.2
|
| 113 |
+
anyio==4.13.0
|
| 114 |
+
mistral_common==1.11.0
|
| 115 |
+
tqdm==4.67.3
|
| 116 |
+
mathruler==0.1.0
|
| 117 |
+
openai==2.30.0
|
| 118 |
+
dill==0.4.1
|
| 119 |
+
aiosignal==1.4.0
|
| 120 |
+
virtualenv==21.2.0
|
| 121 |
+
wcwidth==0.6.0
|
| 122 |
+
nvidia-cuda-runtime-cu12==12.4.127
|
| 123 |
+
sympy==1.13.1
|
| 124 |
+
scipy==1.15.3
|
| 125 |
+
math-verify==0.9.0
|
| 126 |
+
wandb==0.25.1
|
| 127 |
+
referencing==0.37.0
|
| 128 |
+
airportsdata==20260315
|
| 129 |
+
opencv-python-headless==4.13.0.92
|
| 130 |
+
annotated-doc==0.0.4
|
| 131 |
+
datasets==4.8.4
|
| 132 |
+
pyext==0.7
|
| 133 |
+
opentelemetry-sdk==1.40.0
|
| 134 |
+
hydra-core==1.3.2
|
| 135 |
+
nvidia-nccl-cu12==2.21.5
|
| 136 |
+
idna==3.11
|
| 137 |
+
blessed==1.33.0
|
| 138 |
+
charset-normalizer==3.4.7
|
| 139 |
+
transformers==4.56.0
|
| 140 |
+
fastapi-cli==0.0.24
|
| 141 |
+
pyasn1==0.6.3
|
| 142 |
+
h11==0.16.0
|
| 143 |
+
tomli==2.4.1
|
| 144 |
+
wheel==0.46.3
|
| 145 |
+
opentelemetry-exporter-otlp==1.26.0
|
| 146 |
+
prometheus_client==0.24.1
|
| 147 |
+
nvidia-nvtx-cu12==12.4.127
|
| 148 |
+
googleapis-common-protos==1.74.0
|
| 149 |
+
annotated-types==0.7.0
|
| 150 |
+
nvidia-cusparselt-cu12==0.6.2
|
| 151 |
+
compressed-tensors==0.9.3
|
| 152 |
+
rich-toolkit==0.19.7
|
| 153 |
+
codetiming==1.4.0
|
| 154 |
+
omegaconf==2.3.0
|
| 155 |
+
regex==2026.4.4
|
| 156 |
+
proto-plus==1.27.2
|
| 157 |
+
requests==2.33.1
|
| 158 |
+
torchdata==0.11.0
|
| 159 |
+
google-api-core==2.30.2
|
| 160 |
+
opentelemetry-exporter-otlp-proto-http==1.26.0
|
| 161 |
+
Pygments==2.20.0
|
| 162 |
+
rich==14.3.3
|
| 163 |
+
urllib3==2.6.3
|
| 164 |
+
opentelemetry-api==1.40.0
|
| 165 |
+
Deprecated==1.3.1
|
| 166 |
+
pydantic_core==2.41.5
|
| 167 |
+
six==1.17.0
|
| 168 |
+
packaging==26.0
|
| 169 |
+
exceptiongroup==1.3.1
|
| 170 |
+
cupy-cuda12x==14.0.1
|
| 171 |
+
tensordict==0.6.2
|
| 172 |
+
torchaudio==2.6.0
|
| 173 |
+
torchvision==0.21.0
|
| 174 |
+
pytz==2026.1.post1
|
| 175 |
+
frozenlist==1.8.0
|
| 176 |
+
starlette==0.52.1
|
| 177 |
+
ninja==1.13.0
|
| 178 |
+
numba==0.61.2
|
| 179 |
+
llvmlite==0.44.0
|
| 180 |
+
ruff==0.15.9
|
| 181 |
+
tiktoken==0.12.0
|
| 182 |
+
aiohttp-cors==0.8.1
|
| 183 |
+
python-json-logger==4.1.0
|
| 184 |
+
click==8.3.2
|
| 185 |
+
Jinja2==3.1.6
|
| 186 |
+
pycountry==26.2.16
|
| 187 |
+
httptools==0.7.1
|
| 188 |
+
typing-inspection==0.4.2
|
| 189 |
+
peft==0.17.0
|
| 190 |
+
gitdb==4.0.12
|
| 191 |
+
pybind11==3.0.3
|
| 192 |
+
psutil==7.2.2
|
| 193 |
+
fastar==0.9.0
|
| 194 |
+
py-spy==0.4.1
|
| 195 |
+
xformers==0.0.29.post2
|
| 196 |
+
nvidia-cuda-nvrtc-cu12==12.4.127
|
| 197 |
+
protobuf==4.25.9
|
| 198 |
+
cffi==2.0.0
|
| 199 |
+
einops==0.8.2
|
| 200 |
+
optree==0.19.0
|
| 201 |
+
yarl==1.23.0
|
| 202 |
+
diskcache==5.6.3
|
| 203 |
+
astor==0.8.1
|
| 204 |
+
flash_attn==2.7.4.post1
|
| 205 |
+
python-dateutil==2.9.0.post0
|
| 206 |
+
triton==3.2.0
|
| 207 |
+
sentry-sdk==2.57.0
|
| 208 |
+
msgspec==0.20.0
|
| 209 |
+
pluggy==1.6.0
|
| 210 |
+
pyasn1_modules==0.4.2
|
| 211 |
+
liger_kernel==0.7.0
|
| 212 |
+
multidict==6.7.1
|
| 213 |
+
ray==2.54.1
|
| 214 |
+
gguf==0.18.0
|
| 215 |
+
blake3==1.0.8
|
| 216 |
+
cachetools==7.0.5
|
| 217 |
+
cloudpickle==3.1.2
|
| 218 |
+
zipp==3.23.0
|
| 219 |
+
flashinfer-python==0.2.2.post1+cu124torch2.6
|
| 220 |
+
uvicorn==0.44.0
|
| 221 |
+
aiohttp==3.13.5
|
| 222 |
+
lark==1.2.2
|
| 223 |
+
rpds-py==0.30.0
|
| 224 |
+
fsspec==2026.2.0
|
| 225 |
+
torch==2.6.0
|
| 226 |
+
jsonschema-specifications==2025.9.1
|
| 227 |
+
smart_open==7.5.1
|
| 228 |
+
colorful==0.5.8
|
| 229 |
+
verl==0.4.0.dev0
|
| 230 |
+
pycparser==3.0
|
| 231 |
+
opencensus-context==0.1.3
|
| 232 |
+
PyYAML==6.0.3
|
| 233 |
+
opentelemetry-semantic-conventions-ai==0.4.13
|
| 234 |
+
pyzmq==27.1.0
|
| 235 |
+
gpustat==1.1.1
|
| 236 |
+
depyf==0.18.0
|
| 237 |
+
certifi==2026.2.25
|
| 238 |
+
uvloop==0.22.1
|
| 239 |
+
qwen-vl-utils==0.0.14
|
| 240 |
+
huggingface_hub==0.36.2
|
| 241 |
+
email-validator==2.3.0
|
| 242 |
+
xgrammar==0.1.18
|
| 243 |
+
outlines_core==0.1.26
|
| 244 |
+
interegular==0.3.3
|
| 245 |
+
pre_commit==4.5.1
|
| 246 |
+
pytest==9.0.2
|
| 247 |
+
pydantic==2.12.5
|
| 248 |
+
fastapi==0.135.3
|
| 249 |
+
nvidia-ml-py==13.595.45
|
| 250 |
+
fastapi-cloud-cli==0.16.0
|
| 251 |
+
nvidia-cublas-cu12==12.4.5.8
|
| 252 |
+
nvidia-curand-cu12==10.3.5.147
|
| 253 |
+
mdurl==0.1.2
|
| 254 |
+
vllm==0.8.5.post1
|
| 255 |
+
httpcore==1.0.9
|
| 256 |
+
jaraco.functools==4.4.0
|
| 257 |
+
zipp==3.23.0
|
| 258 |
+
more-itertools==10.8.0
|
| 259 |
+
backports.tarfile==1.2.0
|
| 260 |
+
jaraco.context==6.1.0
|
| 261 |
+
wheel==0.46.3
|
| 262 |
+
autocommand==2.2.2
|
| 263 |
+
importlib_metadata==8.7.1
|
| 264 |
+
tomli==2.4.0
|
| 265 |
+
platformdirs==4.4.0
|
| 266 |
+
jaraco.text==4.0.0
|
| 267 |
+
packaging==26.0
|
artifacts/wandb/offline-run-20260430_115539-7ut0x8b2/logs/debug-core.log
ADDED
|
@@ -0,0 +1,6 @@
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|
| 1 |
+
{"time":"2026-04-30T11:55:39.752947316Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/dg_azanette_42000/tmp/tmpux09jr_x/port-1170129.txt","pid":1170129,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
|
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| 3 |
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{"time":"2026-04-30T11:55:39.753412806Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/dg_azanette_42000/tmp/wandb-1170129-1187481-2036800531/socket","Net":"unix"}}
|
| 4 |
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{"time":"2026-04-30T11:55:39.937963446Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
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| 5 |
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{"time":"2026-04-30T11:55:39.943841655Z","level":"INFO","msg":"handleInformInit: received","streamId":"7ut0x8b2","id":"1(@)"}
|
| 6 |
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{"time":"2026-04-30T11:55:40.158523221Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"7ut0x8b2","id":"1(@)"}
|
artifacts/wandb/offline-run-20260430_115539-7ut0x8b2/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,9 @@
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|
|
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|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-30T11:55:39.944846881Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
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{"time":"2026-04-30T11:55:39.944873135Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"}
|
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{"time":"2026-04-30T11:55:40.157439374Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
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{"time":"2026-04-30T11:55:40.157509851Z","level":"INFO","msg":"stream: created new stream","id":"7ut0x8b2"}
|
| 5 |
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{"time":"2026-04-30T11:55:40.157560774Z","level":"INFO","msg":"handler: started"}
|
| 6 |
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{"time":"2026-04-30T11:55:40.158517164Z","level":"INFO","msg":"stream: started"}
|
| 7 |
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{"time":"2026-04-30T11:55:40.158547596Z","level":"INFO","msg":"writer: started","stream_id":"7ut0x8b2"}
|
| 8 |
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{"time":"2026-04-30T11:55:40.158568919Z","level":"INFO","msg":"sender: started"}
|
| 9 |
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{"time":"2026-04-30T11:55:40.159260118Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
artifacts/wandb/offline-run-20260430_115539-7ut0x8b2/logs/debug.log
ADDED
|
@@ -0,0 +1,21 @@
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|
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|
| 1 |
+
2026-04-30 11:55:39,661 INFO MainThread:1170129 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1
|
| 2 |
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2026-04-30 11:55:39,661 INFO MainThread:1170129 [wandb_setup.py:_flush():81] Configure stats pid to 1170129
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| 3 |
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2026-04-30 11:55:39,661 INFO MainThread:1170129 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
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2026-04-30 11:55:39,661 INFO MainThread:1170129 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260430_115539-7ut0x8b2/logs/debug.log
|
| 5 |
+
2026-04-30 11:55:39,662 INFO MainThread:1170129 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260430_115539-7ut0x8b2/logs/debug-internal.log
|
| 6 |
+
2026-04-30 11:55:39,662 INFO MainThread:1170129 [wandb_init.py:init():844] calling init triggers
|
| 7 |
+
2026-04-30 11:55:39,662 INFO MainThread:1170129 [wandb_init.py:init():849] wandb.init called with sweep_config: {}
|
| 8 |
+
config: {'data': {'tokenizer': None, 'use_shm': False, 'train_files': ['/data/home/azanette/DSGRPO/assets/dapo17k_math/train.parquet', '/data/home/azanette/DSGRPO/assets/math12k/train.parquet'], 'val_files': ['/data/home/azanette/DSGRPO/assets/math500/test.parquet', '/data/home/azanette/DSGRPO/assets/aime24/test.parquet', '/data/home/azanette/DSGRPO/assets/aime25/test.parquet', '/data/home/azanette/DSGRPO/assets/olympiadbench/test.parquet', '/data/home/azanette/DSGRPO/assets/amc23/test.parquet'], 'prompt_key': 'prompt', 'reward_fn_key': 'data_source', 'max_prompt_length': 1024, 'max_response_length': 2048, 'train_batch_size': 128, 'val_batch_size': None, 'return_raw_input_ids': False, 'return_raw_chat': False, 'return_full_prompt': False, 'shuffle': True, 'validation_shuffle': False, 'filter_overlong_prompts': True, 'filter_overlong_prompts_workers': 1, 'truncation': 'error', 'apply_chat_template': True, 'image_key': 'images', 'video_key': 'videos', 'trust_remote_code': False, 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16384, 'grad_clip': 1.0, 'clip_ratio': 0.2, 'clip_ratio_low': 0.2, 'clip_ratio_high': 0.22, 'policy_loss': {'loss_mode': 'vanilla', 'clip_cov_ratio': 0.0002, 'clip_cov_lb': 1.0, 'clip_cov_ub': 5.0, 'kl_cov_ratio': 0.0002, 'ppo_kl_coef': 0.1}, 'clip_ratio_c': 3.0, 'loss_agg_mode': 'token-mean', 'entropy_coeff': 0, 'use_kl_loss': False, 'use_torch_compile': True, 'kl_loss_coef': 0.001, 'kl_loss_type': 'low_var_kl', 'ppo_epochs': 1, 'shuffle': False, 'ulysses_sequence_parallel_size': 1, 'entropy_from_logits_with_chunking': False, 'entropy_checkpointing': False, 'checkpoint': {'save_contents': ['hf_model'], 'load_contents': ['model', 'optimizer', 'extra']}, 'optim': {'lr': 3e-07, 'lr_warmup_steps': -1, 'lr_warmup_steps_ratio': 0.0, 'min_lr_ratio': 0.0, 'num_cycles': 0.5, 'warmup_style': 'constant', 'total_training_steps': 402, 'weight_decay': 0.01}, 'fsdp_config': {'wrap_policy': {'min_num_params': 0}, 'param_offload': False, 'optimizer_offload': False, 'offload_policy': False, 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0.0, 'min_lr_ratio': None, 'warmup_style': 'constant', 'total_training_steps': 402, 'weight_decay': 0.01}, 'model': {'path': '~/models/deepseek-llm-7b-chat', 'use_shm': False, 'tokenizer_path': '/data/home/azanette/DSGRPO/assets/Ministral-8B-Instruct-2410', 'override_config': {}, 'external_lib': None, 'enable_gradient_checkpointing': True, 'enable_activation_offload': False, 'use_remove_padding': False, 'trust_remote_code': False, 'fsdp_config': {'param_offload': False, 'optimizer_offload': False, 'offload_policy': False, 'reshard_after_forward': True, 'wrap_policy': {'min_num_params': 0}, 'fsdp_size': -1, 'forward_prefetch': False}, 'lora_rank': 0, 'lora_alpha': 16, 'target_modules': 'all-linear'}, 'ppo_mini_batch_size': 32, 'ppo_micro_batch_size': None, 'ppo_micro_batch_size_per_gpu': None, 'forward_micro_batch_size': None, 'forward_micro_batch_size_per_gpu': None, 'use_dynamic_bsz': False, 'ppo_max_token_len_per_gpu': 32768, 'forward_max_token_len_per_gpu': 32768, 'ulysses_sequence_parallel_size': 1, 'ppo_epochs': 1, 'shuffle': False, 'grad_clip': 1.0, 'cliprange_value': 0.5, 'loss_agg_mode': 'token-mean', 'checkpoint': {'save_contents': [], 'load_contents': []}, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}, 'reward_model': {'enable': False, 'strategy': 'fsdp', 'model': {'input_tokenizer': '/data/home/azanette/DSGRPO/assets/Ministral-8B-Instruct-2410', 'path': '~/models/FsfairX-LLaMA3-RM-v0.1', 'use_shm': False, 'external_lib': None, 'use_remove_padding': False, 'use_fused_kernels': False, 'trust_remote_code': False, 'fsdp_config': {'wrap_policy': {'min_num_params': 0}, 'param_offload': False, 'reshard_after_forward': True, 'fsdp_size': -1, 'forward_prefetch': False}}, 'micro_batch_size': None, 'micro_batch_size_per_gpu': None, 'max_length': None, 'ulysses_sequence_parallel_size': 1, 'use_dynamic_bsz': False, 'forward_max_token_len_per_gpu': 32768, 'reward_manager': 'multi_thread', 'launch_reward_fn_async': False, 'sandbox_fusion': {'url': None, 'max_concurrent': 64}, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}, 'reward_kwargs': {'num_reward_actors': 32}}, 'custom_reward_function': {'path': None, 'name': 'compute_score'}, 'algorithm': {'gamma': 1.0, 'lam': 1.0, 'adv_estimator': 'differential_smoothing', 'norm_adv_by_std_in_grpo': True, 'pass_k': 1, 'advantage_type': 'grpo', 'use_kl_in_reward': True, 'truncate_order': 16, 'kl_penalty': 'kl', 'kl_ctrl': {'type': 'fixed', 'kl_coef': 0.0, 'horizon': 10000, 'target_kl': 0.1}, 'use_pf_ppo': False, 'pf_ppo': {'reweight_method': 'pow', 'weight_pow': 2.0}, 'correct_sample_log_prob_coef': 0.0, 'incorrect_sample_log_prob_coef': 0.0}, 'trainer': {'balance_batch': False, 'total_epochs': 30, 'total_training_steps': 402, 'profile_steps': None, 'controller_nsight_options': {'trace': 'cuda,nvtx,cublas,ucx', 'cuda-memory-usage': 'true', 'cuda-graph-trace': 'graph'}, 'worker_nsight_options': {'trace': 'cuda,nvtx,cublas,ucx', 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|
| 9 |
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2026-04-30 11:55:39,662 INFO MainThread:1170129 [wandb_init.py:init():892] starting backend
|
| 10 |
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2026-04-30 11:55:39,938 INFO MainThread:1170129 [wandb_init.py:init():895] sending inform_init request
|
| 11 |
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2026-04-30 11:55:39,942 INFO MainThread:1170129 [wandb_init.py:init():903] backend started and connected
|
| 12 |
+
2026-04-30 11:55:39,944 INFO MainThread:1170129 [wandb_init.py:init():973] updated telemetry
|
| 13 |
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2026-04-30 11:55:39,960 INFO MainThread:1170129 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-04-30 11:55:40,161 INFO MainThread:1170129 [wandb_init.py:init():1042] starting run threads in backend
|
| 15 |
+
2026-04-30 11:55:40,450 INFO MainThread:1170129 [wandb_run.py:_console_start():2524] atexit reg
|
| 16 |
+
2026-04-30 11:55:40,451 INFO MainThread:1170129 [wandb_run.py:_redirect():2373] redirect: wrap_raw
|
| 17 |
+
2026-04-30 11:55:40,451 INFO MainThread:1170129 [wandb_run.py:_redirect():2442] Wrapping output streams.
|
| 18 |
+
2026-04-30 11:55:40,451 INFO MainThread:1170129 [wandb_run.py:_redirect():2465] Redirects installed.
|
| 19 |
+
2026-04-30 11:55:40,454 INFO MainThread:1170129 [wandb_init.py:init():1082] run started, returning control to user process
|
| 20 |
+
2026-04-30 12:55:26,549 INFO wandb-AsyncioManager-main:1170129 [service_client.py:_forward_responses():134] Reached EOF.
|
| 21 |
+
2026-04-30 12:55:26,550 INFO wandb-AsyncioManager-main:1170129 [mailbox.py:close():155] Closing mailbox, abandoning 0 handles.
|
artifacts/wandb/offline-run-20260501_132132-unhiobjb/files/requirements.txt
ADDED
|
@@ -0,0 +1,267 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
verl==0.4.0.dev0
|
| 2 |
+
colorama==0.4.6
|
| 3 |
+
psutil==7.2.2
|
| 4 |
+
verl==0.4.0.dev0
|
| 5 |
+
PyYAML==6.0.3
|
| 6 |
+
huggingface_hub==0.36.2
|
| 7 |
+
charset-normalizer==3.4.7
|
| 8 |
+
httpcore==1.0.9
|
| 9 |
+
anyio==4.13.0
|
| 10 |
+
certifi==2026.2.25
|
| 11 |
+
typer==0.24.1
|
| 12 |
+
hf-xet==1.4.3
|
| 13 |
+
h11==0.16.0
|
| 14 |
+
click==8.3.2
|
| 15 |
+
packaging==26.1
|
| 16 |
+
markdown-it-py==4.0.0
|
| 17 |
+
exceptiongroup==1.3.1
|
| 18 |
+
rich==15.0.0
|
| 19 |
+
fsspec==2026.3.0
|
| 20 |
+
tqdm==4.67.3
|
| 21 |
+
urllib3==2.6.3
|
| 22 |
+
httpx==0.28.1
|
| 23 |
+
filelock==3.28.0
|
| 24 |
+
idna==3.11
|
| 25 |
+
shellingham==1.5.4
|
| 26 |
+
mdurl==0.1.2
|
| 27 |
+
typing_extensions==4.15.0
|
| 28 |
+
requests==2.33.1
|
| 29 |
+
annotated-doc==0.0.4
|
| 30 |
+
Pygments==2.20.0
|
| 31 |
+
attrs==26.1.0
|
| 32 |
+
pydantic-extra-types==2.11.2
|
| 33 |
+
rignore==0.7.6
|
| 34 |
+
smmap==5.0.3
|
| 35 |
+
msgpack==1.1.2
|
| 36 |
+
pyarrow==23.0.1
|
| 37 |
+
tokenizers==0.22.2
|
| 38 |
+
dnspython==2.8.0
|
| 39 |
+
filelock==3.25.2
|
| 40 |
+
propcache==0.4.1
|
| 41 |
+
watchfiles==1.1.1
|
| 42 |
+
pandas==2.3.3
|
| 43 |
+
shellingham==1.5.4
|
| 44 |
+
nvidia-cudnn-cu12==9.1.0.70
|
| 45 |
+
GitPython==3.1.46
|
| 46 |
+
typer==0.24.1
|
| 47 |
+
nvidia-cusparse-cu12==12.3.1.170
|
| 48 |
+
llguidance==0.7.30
|
| 49 |
+
python-multipart==0.0.24
|
| 50 |
+
nodeenv==1.10.0
|
| 51 |
+
jiter==0.13.0
|
| 52 |
+
opentelemetry-semantic-conventions==0.61b0
|
| 53 |
+
networkx==3.4.2
|
| 54 |
+
antlr4-python3-runtime==4.9.3
|
| 55 |
+
opencv-python==4.13.0.92
|
| 56 |
+
opentelemetry-exporter-otlp-proto-grpc==1.26.0
|
| 57 |
+
typing_extensions==4.15.0
|
| 58 |
+
pillow==12.2.0
|
| 59 |
+
websockets==16.0
|
| 60 |
+
cfgv==3.5.0
|
| 61 |
+
distro==1.9.0
|
| 62 |
+
accelerate==1.13.0
|
| 63 |
+
tzdata==2026.1
|
| 64 |
+
sniffio==1.3.1
|
| 65 |
+
numpy==2.2.6
|
| 66 |
+
xxhash==3.6.0
|
| 67 |
+
py-cpuinfo==9.0.0
|
| 68 |
+
nvidia-cuda-cupti-cu12==12.4.127
|
| 69 |
+
opentelemetry-exporter-otlp-proto-common==1.26.0
|
| 70 |
+
platformdirs==4.9.4
|
| 71 |
+
pydantic-settings==2.13.1
|
| 72 |
+
distlib==0.4.0
|
| 73 |
+
markdown-it-py==4.0.0
|
| 74 |
+
nest-asyncio==1.6.0
|
| 75 |
+
orjson==3.11.8
|
| 76 |
+
python-discovery==1.2.1
|
| 77 |
+
cryptography==46.0.6
|
| 78 |
+
prometheus-fastapi-instrumentator==7.1.0
|
| 79 |
+
sentencepiece==0.2.1
|
| 80 |
+
opencv-fixer==0.2.5
|
| 81 |
+
opentelemetry-exporter-prometheus==0.61b0
|
| 82 |
+
aiohappyeyeballs==2.6.1
|
| 83 |
+
hf_transfer==0.1.9
|
| 84 |
+
partial-json-parser==0.2.1.1.post7
|
| 85 |
+
multiprocess==0.70.19
|
| 86 |
+
importlib_metadata==8.0.0
|
| 87 |
+
latex2sympy2_extended==1.11.0
|
| 88 |
+
opentelemetry-proto==1.26.0
|
| 89 |
+
pylatexenc==2.10
|
| 90 |
+
nvidia-cusolver-cu12==11.6.1.9
|
| 91 |
+
av==17.0.0
|
| 92 |
+
MarkupSafe==3.0.3
|
| 93 |
+
safetensors==0.7.0
|
| 94 |
+
jsonschema==4.26.0
|
| 95 |
+
opencensus==0.11.4
|
| 96 |
+
cuda-pathfinder==1.5.2
|
| 97 |
+
hf-xet==1.4.3
|
| 98 |
+
google-auth==2.49.1
|
| 99 |
+
outlines==0.1.11
|
| 100 |
+
identify==2.6.18
|
| 101 |
+
nvidia-nvjitlink-cu12==12.4.127
|
| 102 |
+
async-timeout==5.0.1
|
| 103 |
+
httpx==0.28.1
|
| 104 |
+
grpcio==1.80.0
|
| 105 |
+
nvidia-cufft-cu12==11.2.1.3
|
| 106 |
+
mpmath==1.3.0
|
| 107 |
+
iniconfig==2.3.0
|
| 108 |
+
python-dotenv==1.2.2
|
| 109 |
+
pip==26.0.1
|
| 110 |
+
setuptools==80.10.2
|
| 111 |
+
lm-format-enforcer==0.10.12
|
| 112 |
+
wrapt==2.1.2
|
| 113 |
+
anyio==4.13.0
|
| 114 |
+
mistral_common==1.11.0
|
| 115 |
+
tqdm==4.67.3
|
| 116 |
+
mathruler==0.1.0
|
| 117 |
+
openai==2.30.0
|
| 118 |
+
dill==0.4.1
|
| 119 |
+
aiosignal==1.4.0
|
| 120 |
+
virtualenv==21.2.0
|
| 121 |
+
wcwidth==0.6.0
|
| 122 |
+
nvidia-cuda-runtime-cu12==12.4.127
|
| 123 |
+
sympy==1.13.1
|
| 124 |
+
scipy==1.15.3
|
| 125 |
+
math-verify==0.9.0
|
| 126 |
+
wandb==0.25.1
|
| 127 |
+
referencing==0.37.0
|
| 128 |
+
airportsdata==20260315
|
| 129 |
+
opencv-python-headless==4.13.0.92
|
| 130 |
+
annotated-doc==0.0.4
|
| 131 |
+
datasets==4.8.4
|
| 132 |
+
pyext==0.7
|
| 133 |
+
opentelemetry-sdk==1.40.0
|
| 134 |
+
hydra-core==1.3.2
|
| 135 |
+
nvidia-nccl-cu12==2.21.5
|
| 136 |
+
idna==3.11
|
| 137 |
+
blessed==1.33.0
|
| 138 |
+
charset-normalizer==3.4.7
|
| 139 |
+
transformers==4.56.0
|
| 140 |
+
fastapi-cli==0.0.24
|
| 141 |
+
pyasn1==0.6.3
|
| 142 |
+
h11==0.16.0
|
| 143 |
+
tomli==2.4.1
|
| 144 |
+
wheel==0.46.3
|
| 145 |
+
opentelemetry-exporter-otlp==1.26.0
|
| 146 |
+
prometheus_client==0.24.1
|
| 147 |
+
nvidia-nvtx-cu12==12.4.127
|
| 148 |
+
googleapis-common-protos==1.74.0
|
| 149 |
+
annotated-types==0.7.0
|
| 150 |
+
nvidia-cusparselt-cu12==0.6.2
|
| 151 |
+
compressed-tensors==0.9.3
|
| 152 |
+
rich-toolkit==0.19.7
|
| 153 |
+
codetiming==1.4.0
|
| 154 |
+
omegaconf==2.3.0
|
| 155 |
+
regex==2026.4.4
|
| 156 |
+
proto-plus==1.27.2
|
| 157 |
+
requests==2.33.1
|
| 158 |
+
torchdata==0.11.0
|
| 159 |
+
google-api-core==2.30.2
|
| 160 |
+
opentelemetry-exporter-otlp-proto-http==1.26.0
|
| 161 |
+
Pygments==2.20.0
|
| 162 |
+
rich==14.3.3
|
| 163 |
+
urllib3==2.6.3
|
| 164 |
+
opentelemetry-api==1.40.0
|
| 165 |
+
Deprecated==1.3.1
|
| 166 |
+
pydantic_core==2.41.5
|
| 167 |
+
six==1.17.0
|
| 168 |
+
packaging==26.0
|
| 169 |
+
exceptiongroup==1.3.1
|
| 170 |
+
cupy-cuda12x==14.0.1
|
| 171 |
+
tensordict==0.6.2
|
| 172 |
+
torchaudio==2.6.0
|
| 173 |
+
torchvision==0.21.0
|
| 174 |
+
pytz==2026.1.post1
|
| 175 |
+
frozenlist==1.8.0
|
| 176 |
+
starlette==0.52.1
|
| 177 |
+
ninja==1.13.0
|
| 178 |
+
numba==0.61.2
|
| 179 |
+
llvmlite==0.44.0
|
| 180 |
+
ruff==0.15.9
|
| 181 |
+
tiktoken==0.12.0
|
| 182 |
+
aiohttp-cors==0.8.1
|
| 183 |
+
python-json-logger==4.1.0
|
| 184 |
+
click==8.3.2
|
| 185 |
+
Jinja2==3.1.6
|
| 186 |
+
pycountry==26.2.16
|
| 187 |
+
httptools==0.7.1
|
| 188 |
+
typing-inspection==0.4.2
|
| 189 |
+
peft==0.17.0
|
| 190 |
+
gitdb==4.0.12
|
| 191 |
+
pybind11==3.0.3
|
| 192 |
+
psutil==7.2.2
|
| 193 |
+
fastar==0.9.0
|
| 194 |
+
py-spy==0.4.1
|
| 195 |
+
xformers==0.0.29.post2
|
| 196 |
+
nvidia-cuda-nvrtc-cu12==12.4.127
|
| 197 |
+
protobuf==4.25.9
|
| 198 |
+
cffi==2.0.0
|
| 199 |
+
einops==0.8.2
|
| 200 |
+
optree==0.19.0
|
| 201 |
+
yarl==1.23.0
|
| 202 |
+
diskcache==5.6.3
|
| 203 |
+
astor==0.8.1
|
| 204 |
+
flash_attn==2.7.4.post1
|
| 205 |
+
python-dateutil==2.9.0.post0
|
| 206 |
+
triton==3.2.0
|
| 207 |
+
sentry-sdk==2.57.0
|
| 208 |
+
msgspec==0.20.0
|
| 209 |
+
pluggy==1.6.0
|
| 210 |
+
pyasn1_modules==0.4.2
|
| 211 |
+
liger_kernel==0.7.0
|
| 212 |
+
multidict==6.7.1
|
| 213 |
+
ray==2.54.1
|
| 214 |
+
gguf==0.18.0
|
| 215 |
+
blake3==1.0.8
|
| 216 |
+
cachetools==7.0.5
|
| 217 |
+
cloudpickle==3.1.2
|
| 218 |
+
zipp==3.23.0
|
| 219 |
+
flashinfer-python==0.2.2.post1+cu124torch2.6
|
| 220 |
+
uvicorn==0.44.0
|
| 221 |
+
aiohttp==3.13.5
|
| 222 |
+
lark==1.2.2
|
| 223 |
+
rpds-py==0.30.0
|
| 224 |
+
fsspec==2026.2.0
|
| 225 |
+
torch==2.6.0
|
| 226 |
+
jsonschema-specifications==2025.9.1
|
| 227 |
+
smart_open==7.5.1
|
| 228 |
+
colorful==0.5.8
|
| 229 |
+
verl==0.4.0.dev0
|
| 230 |
+
pycparser==3.0
|
| 231 |
+
opencensus-context==0.1.3
|
| 232 |
+
PyYAML==6.0.3
|
| 233 |
+
opentelemetry-semantic-conventions-ai==0.4.13
|
| 234 |
+
pyzmq==27.1.0
|
| 235 |
+
gpustat==1.1.1
|
| 236 |
+
depyf==0.18.0
|
| 237 |
+
certifi==2026.2.25
|
| 238 |
+
uvloop==0.22.1
|
| 239 |
+
qwen-vl-utils==0.0.14
|
| 240 |
+
huggingface_hub==0.36.2
|
| 241 |
+
email-validator==2.3.0
|
| 242 |
+
xgrammar==0.1.18
|
| 243 |
+
outlines_core==0.1.26
|
| 244 |
+
interegular==0.3.3
|
| 245 |
+
pre_commit==4.5.1
|
| 246 |
+
pytest==9.0.2
|
| 247 |
+
pydantic==2.12.5
|
| 248 |
+
fastapi==0.135.3
|
| 249 |
+
nvidia-ml-py==13.595.45
|
| 250 |
+
fastapi-cloud-cli==0.16.0
|
| 251 |
+
nvidia-cublas-cu12==12.4.5.8
|
| 252 |
+
nvidia-curand-cu12==10.3.5.147
|
| 253 |
+
mdurl==0.1.2
|
| 254 |
+
vllm==0.8.5.post1
|
| 255 |
+
httpcore==1.0.9
|
| 256 |
+
jaraco.functools==4.4.0
|
| 257 |
+
zipp==3.23.0
|
| 258 |
+
more-itertools==10.8.0
|
| 259 |
+
backports.tarfile==1.2.0
|
| 260 |
+
jaraco.context==6.1.0
|
| 261 |
+
wheel==0.46.3
|
| 262 |
+
autocommand==2.2.2
|
| 263 |
+
importlib_metadata==8.7.1
|
| 264 |
+
tomli==2.4.0
|
| 265 |
+
platformdirs==4.4.0
|
| 266 |
+
jaraco.text==4.0.0
|
| 267 |
+
packaging==26.0
|
artifacts/wandb/offline-run-20260501_132132-unhiobjb/logs/debug-core.log
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-05-01T13:21:33.136945353Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/dg_azanette_43000/tmp/tmprpb6wucn/port-2907141.txt","pid":2907141,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
|
| 2 |
+
{"time":"2026-05-01T13:21:33.137426383Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":2907141}
|
| 3 |
+
{"time":"2026-05-01T13:21:33.137405632Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/dg_azanette_43000/tmp/wandb-2907141-2917839-3822716198/socket","Net":"unix"}}
|
| 4 |
+
{"time":"2026-05-01T13:21:33.318677428Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
|
| 5 |
+
{"time":"2026-05-01T13:21:33.325534209Z","level":"INFO","msg":"handleInformInit: received","streamId":"unhiobjb","id":"1(@)"}
|
| 6 |
+
{"time":"2026-05-01T13:21:33.540943517Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"unhiobjb","id":"1(@)"}
|
| 7 |
+
{"time":"2026-05-02T15:21:18.479514782Z","level":"INFO","msg":"handleInformFinish: finish message received","streamId":"unhiobjb","id":"1(@)"}
|
| 8 |
+
{"time":"2026-05-02T15:21:18.480770344Z","level":"INFO","msg":"handleInformFinish: stream closed","streamId":"unhiobjb","id":"1(@)"}
|
artifacts/wandb/offline-run-20260501_132132-unhiobjb/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-05-01T13:21:33.326577149Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-05-01T13:21:33.326589666Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"}
|
| 3 |
+
{"time":"2026-05-01T13:21:33.539802151Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-05-01T13:21:33.539882169Z","level":"INFO","msg":"stream: created new stream","id":"unhiobjb"}
|
| 5 |
+
{"time":"2026-05-01T13:21:33.539931999Z","level":"INFO","msg":"handler: started"}
|
| 6 |
+
{"time":"2026-05-01T13:21:33.540935501Z","level":"INFO","msg":"stream: started"}
|
| 7 |
+
{"time":"2026-05-01T13:21:33.540969997Z","level":"INFO","msg":"sender: started"}
|
| 8 |
+
{"time":"2026-05-01T13:21:33.540969814Z","level":"INFO","msg":"writer: started","stream_id":"unhiobjb"}
|
| 9 |
+
{"time":"2026-05-01T13:21:33.541587797Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
| 10 |
+
{"time":"2026-05-02T15:21:18.475487805Z","level":"INFO","msg":"handler: operation stats","stats":{}}
|
| 11 |
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{"time":"2026-05-02T15:21:18.479543468Z","level":"INFO","msg":"stream: closing"}
|
| 12 |
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{"time":"2026-05-02T15:21:18.479555022Z","level":"INFO","msg":"handler: closed"}
|
| 13 |
+
{"time":"2026-05-02T15:21:18.480291108Z","level":"INFO","msg":"sender: closed"}
|
| 14 |
+
{"time":"2026-05-02T15:21:18.480309574Z","level":"INFO","msg":"stream: closed"}
|
artifacts/wandb/offline-run-20260501_132132-unhiobjb/logs/debug.log
ADDED
|
@@ -0,0 +1,23 @@
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| 1 |
+
2026-05-01 13:21:33,009 INFO MainThread:2907141 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1
|
| 2 |
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2026-05-01 13:21:33,009 INFO MainThread:2907141 [wandb_setup.py:_flush():81] Configure stats pid to 2907141
|
| 3 |
+
2026-05-01 13:21:33,009 INFO MainThread:2907141 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-05-01 13:21:33,009 INFO MainThread:2907141 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260501_132132-unhiobjb/logs/debug.log
|
| 5 |
+
2026-05-01 13:21:33,009 INFO MainThread:2907141 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260501_132132-unhiobjb/logs/debug-internal.log
|
| 6 |
+
2026-05-01 13:21:33,009 INFO MainThread:2907141 [wandb_init.py:init():844] calling init triggers
|
| 7 |
+
2026-05-01 13:21:33,009 INFO MainThread:2907141 [wandb_init.py:init():849] wandb.init called with sweep_config: {}
|
| 8 |
+
config: {'data': {'tokenizer': None, 'use_shm': False, 'train_files': ['/data/home/azanette/DSGRPO/assets/dapo17k_math/train.parquet', '/data/home/azanette/DSGRPO/assets/math12k/train.parquet'], 'val_files': ['/data/home/azanette/DSGRPO/assets/math500/test.parquet', '/data/home/azanette/DSGRPO/assets/aime24/test.parquet', '/data/home/azanette/DSGRPO/assets/aime25/test.parquet', '/data/home/azanette/DSGRPO/assets/olympiadbench/test.parquet', '/data/home/azanette/DSGRPO/assets/amc23/test.parquet'], 'prompt_key': 'prompt', 'reward_fn_key': 'data_source', 'max_prompt_length': 1024, 'max_response_length': 2048, 'train_batch_size': 128, 'val_batch_size': None, 'return_raw_input_ids': False, 'return_raw_chat': False, 'return_full_prompt': False, 'shuffle': True, 'validation_shuffle': False, 'filter_overlong_prompts': True, 'filter_overlong_prompts_workers': 1, 'truncation': 'error', 'apply_chat_template': True, 'image_key': 'images', 'video_key': 'videos', 'trust_remote_code': False, 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'reshard_after_forward': True, 'fsdp_size': -1, 'forward_prefetch': False}, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}, 'ref': {'strategy': 'fsdp', 'fsdp_config': {'param_offload': True, 'reshard_after_forward': True, 'forward_prefetch': False, 'wrap_policy': {'min_num_params': 0}}, 'use_torch_compile': True, 'log_prob_micro_batch_size': None, 'log_prob_micro_batch_size_per_gpu': 4, 'log_prob_use_dynamic_bsz': False, 'log_prob_max_token_len_per_gpu': 16384, 'ulysses_sequence_parallel_size': 1, 'entropy_from_logits_with_chunking': False, 'entropy_checkpointing': False, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}, 'rollout': {'name': 'vllm', 'mode': 'sync', 'temperature': 1.0, 'top_k': -1, 'top_p': 1, 'use_fire_sampling': False, 'prompt_length': 1024, 'response_length': 2048, 'dtype': 'bfloat16', 'gpu_memory_utilization': 0.6, 'ignore_eos': False, 'enforce_eager': False, 'free_cache_engine': False, 'load_format': 'dummy_dtensor', 'layered_summon': False, 'tensor_model_parallel_size': 1, 'max_num_batched_tokens': 8192, 'max_model_len': None, 'max_num_seqs': 1024, 'log_prob_micro_batch_size': None, 'log_prob_micro_batch_size_per_gpu': 4, 'log_prob_use_dynamic_bsz': False, 'log_prob_max_token_len_per_gpu': 16384, 'disable_log_stats': True, 'enable_chunked_prefill': True, 'do_sample': True, 'n': 8, 'engine_kwargs': {'vllm': {'swap_space': None, 'disable_mm_preprocessor_cache': False}, 'sglang': {'attention_backend': None}}, 'val_kwargs': {'top_k': -1, 'top_p': 1.0, 'temperature': 0.7, 'n': 128, 'do_sample': True, 'gen_batch_size': 8}, 'multi_turn': {'enable': False, 'max_turns': None, 'tool_config_path': None, 'completion_callback': None, 'use_inference_chat_template': False, 'enable_tokenization_sanity_check': True}, 'calculate_log_probs': False, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}}, 'critic': {'rollout_n': 8, 'strategy': 'fsdp', 'optim': {'lr': 1e-05, 'lr_warmup_steps_ratio': 0.0, 'min_lr_ratio': None, 'warmup_style': 'constant', 'total_training_steps': 402, 'weight_decay': 0.01}, 'model': {'path': '~/models/deepseek-llm-7b-chat', 'use_shm': False, 'tokenizer_path': '/data/home/azanette/DSGRPO/assets/Ministral-8B-Instruct-2410', 'override_config': {}, 'external_lib': None, 'enable_gradient_checkpointing': True, 'enable_activation_offload': False, 'use_remove_padding': False, 'trust_remote_code': False, 'fsdp_config': {'param_offload': False, 'optimizer_offload': False, 'offload_policy': False, 'reshard_after_forward': True, 'wrap_policy': {'min_num_params': 0}, 'fsdp_size': -1, 'forward_prefetch': False}, 'lora_rank': 0, 'lora_alpha': 16, 'target_modules': 'all-linear'}, 'ppo_mini_batch_size': 32, 'ppo_micro_batch_size': None, 'ppo_micro_batch_size_per_gpu': None, 'forward_micro_batch_size': None, 'forward_micro_batch_size_per_gpu': None, 'use_dynamic_bsz': False, 'ppo_max_token_len_per_gpu': 32768, 'forward_max_token_len_per_gpu': 32768, 'ulysses_sequence_parallel_size': 1, 'ppo_epochs': 1, 'shuffle': False, 'grad_clip': 1.0, 'cliprange_value': 0.5, 'loss_agg_mode': 'token-mean', 'checkpoint': {'save_contents': [], 'load_contents': []}, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}, 'reward_model': {'enable': False, 'strategy': 'fsdp', 'model': {'input_tokenizer': '/data/home/azanette/DSGRPO/assets/Ministral-8B-Instruct-2410', 'path': '~/models/FsfairX-LLaMA3-RM-v0.1', 'use_shm': False, 'external_lib': None, 'use_remove_padding': False, 'use_fused_kernels': False, 'trust_remote_code': False, 'fsdp_config': {'wrap_policy': {'min_num_params': 0}, 'param_offload': False, 'reshard_after_forward': True, 'fsdp_size': -1, 'forward_prefetch': False}}, 'micro_batch_size': None, 'micro_batch_size_per_gpu': None, 'max_length': None, 'ulysses_sequence_parallel_size': 1, 'use_dynamic_bsz': False, 'forward_max_token_len_per_gpu': 32768, 'reward_manager': 'multi_thread', 'launch_reward_fn_async': False, 'sandbox_fusion': {'url': None, 'max_concurrent': 64}, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}, 'reward_kwargs': {'num_reward_actors': 32}}, 'custom_reward_function': {'path': None, 'name': 'compute_score'}, 'algorithm': {'gamma': 1.0, 'lam': 1.0, 'adv_estimator': 'differential_smoothing', 'norm_adv_by_std_in_grpo': True, 'pass_k': 1, 'advantage_type': 'grpo', 'use_kl_in_reward': True, 'truncate_order': 16, 'kl_penalty': 'kl', 'kl_ctrl': {'type': 'fixed', 'kl_coef': 0.0, 'horizon': 10000, 'target_kl': 0.1}, 'use_pf_ppo': False, 'pf_ppo': {'reweight_method': 'pow', 'weight_pow': 2.0}, 'correct_sample_log_prob_coef': 0.0, 'incorrect_sample_log_prob_coef': 0.0}, 'trainer': {'balance_batch': False, 'total_epochs': 30, 'total_training_steps': 402, 'profile_steps': None, 'controller_nsight_options': {'trace': 'cuda,nvtx,cublas,ucx', 'cuda-memory-usage': 'true', 'cuda-graph-trace': 'graph'}, 'worker_nsight_options': {'trace': 'cuda,nvtx,cublas,ucx', 'cuda-memory-usage': 'true', 'cuda-graph-trace': 'graph', 'capture-range': 'cudaProfilerApi', 'capture-range-end': None, 'kill': 'none'}, 'project_name': 'ministral-8b-instruct-dsgrpo-dapo17k-math12k', 'experiment_name': 'dsgrpo_bs128_rollout8_lr3e-7_cs0.00_is0.00_seed102', 'logger': ['console', 'wandb'], 'log_val_generations': 0, 'rollout_data_dir': None, 'validation_data_dir': None, 'nnodes': 1, 'n_gpus_per_node': 4, 'save_freq': 100, 'resume_mode': 'auto', 'resume_from_path': None, 'val_before_train': True, 'val_only': False, 'val_on_last_step': True, 'test_freq': 100, 'eval_on_last_step': True, 'critic_warmup': 0, 'default_hdfs_dir': None, 'del_local_ckpt_after_load': False, 'default_local_dir': '/data/home/azanette/DSGRPO/hf_models/ministral-8b-instruct-dsgrpo-dapo17k-math12k/dsgrpo_bs128_rollout8_lr3e-7_cs0.00_is0.00_seed102', 'max_actor_ckpt_to_keep': 3, 'max_critic_ckpt_to_keep': None, 'ray_wait_register_center_timeout': 300, 'device': 'cuda', 'enable_majority_voting': False}, 'ray_init': {'num_cpus': None, 'timeline_json_file': None, 'ray_dir': '/tmp/dg_azanette_43000'}, '_wandb': {}}
|
| 9 |
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2026-05-01 13:21:33,009 INFO MainThread:2907141 [wandb_init.py:init():892] starting backend
|
| 10 |
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2026-05-01 13:21:33,318 INFO MainThread:2907141 [wandb_init.py:init():895] sending inform_init request
|
| 11 |
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2026-05-01 13:21:33,323 INFO MainThread:2907141 [wandb_init.py:init():903] backend started and connected
|
| 12 |
+
2026-05-01 13:21:33,326 INFO MainThread:2907141 [wandb_init.py:init():973] updated telemetry
|
| 13 |
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2026-05-01 13:21:33,342 INFO MainThread:2907141 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-05-01 13:21:33,544 INFO MainThread:2907141 [wandb_init.py:init():1042] starting run threads in backend
|
| 15 |
+
2026-05-01 13:21:33,834 INFO MainThread:2907141 [wandb_run.py:_console_start():2524] atexit reg
|
| 16 |
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2026-05-01 13:21:33,834 INFO MainThread:2907141 [wandb_run.py:_redirect():2373] redirect: wrap_raw
|
| 17 |
+
2026-05-01 13:21:33,834 INFO MainThread:2907141 [wandb_run.py:_redirect():2442] Wrapping output streams.
|
| 18 |
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2026-05-01 13:21:33,834 INFO MainThread:2907141 [wandb_run.py:_redirect():2465] Redirects installed.
|
| 19 |
+
2026-05-01 13:21:33,839 INFO MainThread:2907141 [wandb_init.py:init():1082] run started, returning control to user process
|
| 20 |
+
2026-05-02 15:21:18,471 INFO MainThread:2907141 [wandb_run.py:_finish():2291] finishing run ministral-8b-instruct-dsgrpo-dapo17k-math12k/unhiobjb
|
| 21 |
+
2026-05-02 15:21:18,473 INFO MainThread:2907141 [wandb_run.py:_atexit_cleanup():2490] got exitcode: 0
|
| 22 |
+
2026-05-02 15:21:18,473 INFO MainThread:2907141 [wandb_run.py:_restore():2472] restore
|
| 23 |
+
2026-05-02 15:21:18,473 INFO MainThread:2907141 [wandb_run.py:_restore():2478] restore done
|
artifacts/wandb/offline-run-20260504_073807-sqbiqgi6/files/requirements.txt
ADDED
|
@@ -0,0 +1,267 @@
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|
| 1 |
+
verl==0.4.0.dev0
|
| 2 |
+
colorama==0.4.6
|
| 3 |
+
psutil==7.2.2
|
| 4 |
+
verl==0.4.0.dev0
|
| 5 |
+
PyYAML==6.0.3
|
| 6 |
+
huggingface_hub==0.36.2
|
| 7 |
+
charset-normalizer==3.4.7
|
| 8 |
+
httpcore==1.0.9
|
| 9 |
+
anyio==4.13.0
|
| 10 |
+
certifi==2026.2.25
|
| 11 |
+
typer==0.24.1
|
| 12 |
+
hf-xet==1.4.3
|
| 13 |
+
h11==0.16.0
|
| 14 |
+
click==8.3.2
|
| 15 |
+
packaging==26.1
|
| 16 |
+
markdown-it-py==4.0.0
|
| 17 |
+
exceptiongroup==1.3.1
|
| 18 |
+
rich==15.0.0
|
| 19 |
+
fsspec==2026.3.0
|
| 20 |
+
tqdm==4.67.3
|
| 21 |
+
urllib3==2.6.3
|
| 22 |
+
httpx==0.28.1
|
| 23 |
+
filelock==3.28.0
|
| 24 |
+
idna==3.11
|
| 25 |
+
shellingham==1.5.4
|
| 26 |
+
mdurl==0.1.2
|
| 27 |
+
typing_extensions==4.15.0
|
| 28 |
+
requests==2.33.1
|
| 29 |
+
annotated-doc==0.0.4
|
| 30 |
+
Pygments==2.20.0
|
| 31 |
+
attrs==26.1.0
|
| 32 |
+
pydantic-extra-types==2.11.2
|
| 33 |
+
rignore==0.7.6
|
| 34 |
+
smmap==5.0.3
|
| 35 |
+
msgpack==1.1.2
|
| 36 |
+
pyarrow==23.0.1
|
| 37 |
+
tokenizers==0.22.2
|
| 38 |
+
dnspython==2.8.0
|
| 39 |
+
filelock==3.25.2
|
| 40 |
+
propcache==0.4.1
|
| 41 |
+
watchfiles==1.1.1
|
| 42 |
+
pandas==2.3.3
|
| 43 |
+
shellingham==1.5.4
|
| 44 |
+
nvidia-cudnn-cu12==9.1.0.70
|
| 45 |
+
GitPython==3.1.46
|
| 46 |
+
typer==0.24.1
|
| 47 |
+
nvidia-cusparse-cu12==12.3.1.170
|
| 48 |
+
llguidance==0.7.30
|
| 49 |
+
python-multipart==0.0.24
|
| 50 |
+
nodeenv==1.10.0
|
| 51 |
+
jiter==0.13.0
|
| 52 |
+
opentelemetry-semantic-conventions==0.61b0
|
| 53 |
+
networkx==3.4.2
|
| 54 |
+
antlr4-python3-runtime==4.9.3
|
| 55 |
+
opencv-python==4.13.0.92
|
| 56 |
+
opentelemetry-exporter-otlp-proto-grpc==1.26.0
|
| 57 |
+
typing_extensions==4.15.0
|
| 58 |
+
pillow==12.2.0
|
| 59 |
+
websockets==16.0
|
| 60 |
+
cfgv==3.5.0
|
| 61 |
+
distro==1.9.0
|
| 62 |
+
accelerate==1.13.0
|
| 63 |
+
tzdata==2026.1
|
| 64 |
+
sniffio==1.3.1
|
| 65 |
+
numpy==2.2.6
|
| 66 |
+
xxhash==3.6.0
|
| 67 |
+
py-cpuinfo==9.0.0
|
| 68 |
+
nvidia-cuda-cupti-cu12==12.4.127
|
| 69 |
+
opentelemetry-exporter-otlp-proto-common==1.26.0
|
| 70 |
+
platformdirs==4.9.4
|
| 71 |
+
pydantic-settings==2.13.1
|
| 72 |
+
distlib==0.4.0
|
| 73 |
+
markdown-it-py==4.0.0
|
| 74 |
+
nest-asyncio==1.6.0
|
| 75 |
+
orjson==3.11.8
|
| 76 |
+
python-discovery==1.2.1
|
| 77 |
+
cryptography==46.0.6
|
| 78 |
+
prometheus-fastapi-instrumentator==7.1.0
|
| 79 |
+
sentencepiece==0.2.1
|
| 80 |
+
opencv-fixer==0.2.5
|
| 81 |
+
opentelemetry-exporter-prometheus==0.61b0
|
| 82 |
+
aiohappyeyeballs==2.6.1
|
| 83 |
+
hf_transfer==0.1.9
|
| 84 |
+
partial-json-parser==0.2.1.1.post7
|
| 85 |
+
multiprocess==0.70.19
|
| 86 |
+
importlib_metadata==8.0.0
|
| 87 |
+
latex2sympy2_extended==1.11.0
|
| 88 |
+
opentelemetry-proto==1.26.0
|
| 89 |
+
pylatexenc==2.10
|
| 90 |
+
nvidia-cusolver-cu12==11.6.1.9
|
| 91 |
+
av==17.0.0
|
| 92 |
+
MarkupSafe==3.0.3
|
| 93 |
+
safetensors==0.7.0
|
| 94 |
+
jsonschema==4.26.0
|
| 95 |
+
opencensus==0.11.4
|
| 96 |
+
cuda-pathfinder==1.5.2
|
| 97 |
+
hf-xet==1.4.3
|
| 98 |
+
google-auth==2.49.1
|
| 99 |
+
outlines==0.1.11
|
| 100 |
+
identify==2.6.18
|
| 101 |
+
nvidia-nvjitlink-cu12==12.4.127
|
| 102 |
+
async-timeout==5.0.1
|
| 103 |
+
httpx==0.28.1
|
| 104 |
+
grpcio==1.80.0
|
| 105 |
+
nvidia-cufft-cu12==11.2.1.3
|
| 106 |
+
mpmath==1.3.0
|
| 107 |
+
iniconfig==2.3.0
|
| 108 |
+
python-dotenv==1.2.2
|
| 109 |
+
pip==26.0.1
|
| 110 |
+
setuptools==80.10.2
|
| 111 |
+
lm-format-enforcer==0.10.12
|
| 112 |
+
wrapt==2.1.2
|
| 113 |
+
anyio==4.13.0
|
| 114 |
+
mistral_common==1.11.0
|
| 115 |
+
tqdm==4.67.3
|
| 116 |
+
mathruler==0.1.0
|
| 117 |
+
openai==2.30.0
|
| 118 |
+
dill==0.4.1
|
| 119 |
+
aiosignal==1.4.0
|
| 120 |
+
virtualenv==21.2.0
|
| 121 |
+
wcwidth==0.6.0
|
| 122 |
+
nvidia-cuda-runtime-cu12==12.4.127
|
| 123 |
+
sympy==1.13.1
|
| 124 |
+
scipy==1.15.3
|
| 125 |
+
math-verify==0.9.0
|
| 126 |
+
wandb==0.25.1
|
| 127 |
+
referencing==0.37.0
|
| 128 |
+
airportsdata==20260315
|
| 129 |
+
opencv-python-headless==4.13.0.92
|
| 130 |
+
annotated-doc==0.0.4
|
| 131 |
+
datasets==4.8.4
|
| 132 |
+
pyext==0.7
|
| 133 |
+
opentelemetry-sdk==1.40.0
|
| 134 |
+
hydra-core==1.3.2
|
| 135 |
+
nvidia-nccl-cu12==2.21.5
|
| 136 |
+
idna==3.11
|
| 137 |
+
blessed==1.33.0
|
| 138 |
+
charset-normalizer==3.4.7
|
| 139 |
+
transformers==4.56.0
|
| 140 |
+
fastapi-cli==0.0.24
|
| 141 |
+
pyasn1==0.6.3
|
| 142 |
+
h11==0.16.0
|
| 143 |
+
tomli==2.4.1
|
| 144 |
+
wheel==0.46.3
|
| 145 |
+
opentelemetry-exporter-otlp==1.26.0
|
| 146 |
+
prometheus_client==0.24.1
|
| 147 |
+
nvidia-nvtx-cu12==12.4.127
|
| 148 |
+
googleapis-common-protos==1.74.0
|
| 149 |
+
annotated-types==0.7.0
|
| 150 |
+
nvidia-cusparselt-cu12==0.6.2
|
| 151 |
+
compressed-tensors==0.9.3
|
| 152 |
+
rich-toolkit==0.19.7
|
| 153 |
+
codetiming==1.4.0
|
| 154 |
+
omegaconf==2.3.0
|
| 155 |
+
regex==2026.4.4
|
| 156 |
+
proto-plus==1.27.2
|
| 157 |
+
requests==2.33.1
|
| 158 |
+
torchdata==0.11.0
|
| 159 |
+
google-api-core==2.30.2
|
| 160 |
+
opentelemetry-exporter-otlp-proto-http==1.26.0
|
| 161 |
+
Pygments==2.20.0
|
| 162 |
+
rich==14.3.3
|
| 163 |
+
urllib3==2.6.3
|
| 164 |
+
opentelemetry-api==1.40.0
|
| 165 |
+
Deprecated==1.3.1
|
| 166 |
+
pydantic_core==2.41.5
|
| 167 |
+
six==1.17.0
|
| 168 |
+
packaging==26.0
|
| 169 |
+
exceptiongroup==1.3.1
|
| 170 |
+
cupy-cuda12x==14.0.1
|
| 171 |
+
tensordict==0.6.2
|
| 172 |
+
torchaudio==2.6.0
|
| 173 |
+
torchvision==0.21.0
|
| 174 |
+
pytz==2026.1.post1
|
| 175 |
+
frozenlist==1.8.0
|
| 176 |
+
starlette==0.52.1
|
| 177 |
+
ninja==1.13.0
|
| 178 |
+
numba==0.61.2
|
| 179 |
+
llvmlite==0.44.0
|
| 180 |
+
ruff==0.15.9
|
| 181 |
+
tiktoken==0.12.0
|
| 182 |
+
aiohttp-cors==0.8.1
|
| 183 |
+
python-json-logger==4.1.0
|
| 184 |
+
click==8.3.2
|
| 185 |
+
Jinja2==3.1.6
|
| 186 |
+
pycountry==26.2.16
|
| 187 |
+
httptools==0.7.1
|
| 188 |
+
typing-inspection==0.4.2
|
| 189 |
+
peft==0.17.0
|
| 190 |
+
gitdb==4.0.12
|
| 191 |
+
pybind11==3.0.3
|
| 192 |
+
psutil==7.2.2
|
| 193 |
+
fastar==0.9.0
|
| 194 |
+
py-spy==0.4.1
|
| 195 |
+
xformers==0.0.29.post2
|
| 196 |
+
nvidia-cuda-nvrtc-cu12==12.4.127
|
| 197 |
+
protobuf==4.25.9
|
| 198 |
+
cffi==2.0.0
|
| 199 |
+
einops==0.8.2
|
| 200 |
+
optree==0.19.0
|
| 201 |
+
yarl==1.23.0
|
| 202 |
+
diskcache==5.6.3
|
| 203 |
+
astor==0.8.1
|
| 204 |
+
flash_attn==2.7.4.post1
|
| 205 |
+
python-dateutil==2.9.0.post0
|
| 206 |
+
triton==3.2.0
|
| 207 |
+
sentry-sdk==2.57.0
|
| 208 |
+
msgspec==0.20.0
|
| 209 |
+
pluggy==1.6.0
|
| 210 |
+
pyasn1_modules==0.4.2
|
| 211 |
+
liger_kernel==0.7.0
|
| 212 |
+
multidict==6.7.1
|
| 213 |
+
ray==2.54.1
|
| 214 |
+
gguf==0.18.0
|
| 215 |
+
blake3==1.0.8
|
| 216 |
+
cachetools==7.0.5
|
| 217 |
+
cloudpickle==3.1.2
|
| 218 |
+
zipp==3.23.0
|
| 219 |
+
flashinfer-python==0.2.2.post1+cu124torch2.6
|
| 220 |
+
uvicorn==0.44.0
|
| 221 |
+
aiohttp==3.13.5
|
| 222 |
+
lark==1.2.2
|
| 223 |
+
rpds-py==0.30.0
|
| 224 |
+
fsspec==2026.2.0
|
| 225 |
+
torch==2.6.0
|
| 226 |
+
jsonschema-specifications==2025.9.1
|
| 227 |
+
smart_open==7.5.1
|
| 228 |
+
colorful==0.5.8
|
| 229 |
+
verl==0.4.0.dev0
|
| 230 |
+
pycparser==3.0
|
| 231 |
+
opencensus-context==0.1.3
|
| 232 |
+
PyYAML==6.0.3
|
| 233 |
+
opentelemetry-semantic-conventions-ai==0.4.13
|
| 234 |
+
pyzmq==27.1.0
|
| 235 |
+
gpustat==1.1.1
|
| 236 |
+
depyf==0.18.0
|
| 237 |
+
certifi==2026.2.25
|
| 238 |
+
uvloop==0.22.1
|
| 239 |
+
qwen-vl-utils==0.0.14
|
| 240 |
+
huggingface_hub==0.36.2
|
| 241 |
+
email-validator==2.3.0
|
| 242 |
+
xgrammar==0.1.18
|
| 243 |
+
outlines_core==0.1.26
|
| 244 |
+
interegular==0.3.3
|
| 245 |
+
pre_commit==4.5.1
|
| 246 |
+
pytest==9.0.2
|
| 247 |
+
pydantic==2.12.5
|
| 248 |
+
fastapi==0.135.3
|
| 249 |
+
nvidia-ml-py==13.595.45
|
| 250 |
+
fastapi-cloud-cli==0.16.0
|
| 251 |
+
nvidia-cublas-cu12==12.4.5.8
|
| 252 |
+
nvidia-curand-cu12==10.3.5.147
|
| 253 |
+
mdurl==0.1.2
|
| 254 |
+
vllm==0.8.5.post1
|
| 255 |
+
httpcore==1.0.9
|
| 256 |
+
jaraco.functools==4.4.0
|
| 257 |
+
zipp==3.23.0
|
| 258 |
+
more-itertools==10.8.0
|
| 259 |
+
backports.tarfile==1.2.0
|
| 260 |
+
jaraco.context==6.1.0
|
| 261 |
+
wheel==0.46.3
|
| 262 |
+
autocommand==2.2.2
|
| 263 |
+
importlib_metadata==8.7.1
|
| 264 |
+
tomli==2.4.0
|
| 265 |
+
platformdirs==4.4.0
|
| 266 |
+
jaraco.text==4.0.0
|
| 267 |
+
packaging==26.0
|