Add files using upload-large-folder tool

README.md

@@ -0,0 +1,38 @@
+# 0511 Backup
+
+Created on 2026-05-11 in `/data/home/azanette/DSGRPO`.
+
+## Layout
+
+- `artifacts/hf_models/`: physical copy of checkpoint directories from `hf_models/`.
+- `artifacts/wandb/`: physical copy of remaining `wandb/offline-run-*` directories.
+- `artifacts/logs/`: training logs.
+- `artifacts/repo_files/`: launch/train scripts plus the source `run_inventory.csv`.
+- `index/backup_run_index.csv`: main run index, one checkpoint run per row, with original and backup paths.
+- `index/source_run_inventory.csv`: original inventory generated before backup.
+- `index/project_summary.csv`: per-project count and size summary.
+- `index/unmapped_wandb_runs.csv`: W&B offline dirs with no matching checkpoint run.
+- `index/copy_units.csv`: top-level copy plan.
+
+## Counts
+
+- Checkpoint runs: 41
+- Checkpoint directories: 257
+- Checkpoint bytes in indexed runs: 2172570681345 (2.0 TiB)
+- Mapped W&B offline dirs: 47
+- Total W&B offline dirs copied: 56
+- Unmapped W&B offline dirs copied but separated in index: 9
+
+## Notes
+
+The two stopped entropy seed102 runs and their W&B dirs were removed before this backup. This folder is intended as a staging tree for Hugging Face upload.
+
+## Upload Helper
+
+After `index/COPY_DONE` exists, upload with:
+
+```bash
+HF_REPO_TYPE=dataset HF_PRIVATE=0 HF_UPLOAD_NUM_WORKERS=2 bash 0511_backup/scripts/upload_to_hf.sh <namespace/repo_name>
+```
+
+The script refuses to upload before the backup copy has completed.

artifacts/wandb/offline-run-20260419_034714-7gceyx0b/files/requirements.txt

@@ -0,0 +1,267 @@
+verl==0.4.0.dev0
+colorama==0.4.6
+psutil==7.2.2
+verl==0.4.0.dev0
+PyYAML==6.0.3
+huggingface_hub==0.36.2
+charset-normalizer==3.4.7
+httpcore==1.0.9
+anyio==4.13.0
+certifi==2026.2.25
+typer==0.24.1
+hf-xet==1.4.3
+h11==0.16.0
+click==8.3.2
+packaging==26.1
+markdown-it-py==4.0.0
+exceptiongroup==1.3.1
+rich==15.0.0
+fsspec==2026.3.0
+tqdm==4.67.3
+urllib3==2.6.3
+httpx==0.28.1
+filelock==3.28.0
+idna==3.11
+shellingham==1.5.4
+mdurl==0.1.2
+typing_extensions==4.15.0
+requests==2.33.1
+annotated-doc==0.0.4
+Pygments==2.20.0
+attrs==26.1.0
+pydantic-extra-types==2.11.2
+rignore==0.7.6
+smmap==5.0.3
+msgpack==1.1.2
+pyarrow==23.0.1
+tokenizers==0.22.2
+dnspython==2.8.0
+filelock==3.25.2
+propcache==0.4.1
+watchfiles==1.1.1
+pandas==2.3.3
+shellingham==1.5.4
+nvidia-cudnn-cu12==9.1.0.70
+GitPython==3.1.46
+typer==0.24.1
+nvidia-cusparse-cu12==12.3.1.170
+llguidance==0.7.30
+python-multipart==0.0.24
+nodeenv==1.10.0
+jiter==0.13.0
+opentelemetry-semantic-conventions==0.61b0
+networkx==3.4.2
+antlr4-python3-runtime==4.9.3
+opencv-python==4.13.0.92
+opentelemetry-exporter-otlp-proto-grpc==1.26.0
+typing_extensions==4.15.0
+pillow==12.2.0
+websockets==16.0
+cfgv==3.5.0
+distro==1.9.0
+accelerate==1.13.0
+tzdata==2026.1
+sniffio==1.3.1
+numpy==2.2.6
+xxhash==3.6.0
+py-cpuinfo==9.0.0
+nvidia-cuda-cupti-cu12==12.4.127
+opentelemetry-exporter-otlp-proto-common==1.26.0
+platformdirs==4.9.4
+pydantic-settings==2.13.1
+distlib==0.4.0
+markdown-it-py==4.0.0
+nest-asyncio==1.6.0
+orjson==3.11.8
+python-discovery==1.2.1
+cryptography==46.0.6
+prometheus-fastapi-instrumentator==7.1.0
+sentencepiece==0.2.1
+opencv-fixer==0.2.5
+opentelemetry-exporter-prometheus==0.61b0
+aiohappyeyeballs==2.6.1
+hf_transfer==0.1.9
+partial-json-parser==0.2.1.1.post7
+multiprocess==0.70.19
+importlib_metadata==8.0.0
+latex2sympy2_extended==1.11.0
+opentelemetry-proto==1.26.0
+pylatexenc==2.10
+nvidia-cusolver-cu12==11.6.1.9
+av==17.0.0
+MarkupSafe==3.0.3
+safetensors==0.7.0
+jsonschema==4.26.0
+opencensus==0.11.4
+cuda-pathfinder==1.5.2
+hf-xet==1.4.3
+google-auth==2.49.1
+outlines==0.1.11
+identify==2.6.18
+nvidia-nvjitlink-cu12==12.4.127
+async-timeout==5.0.1
+httpx==0.28.1
+grpcio==1.80.0
+nvidia-cufft-cu12==11.2.1.3
+mpmath==1.3.0
+iniconfig==2.3.0
+python-dotenv==1.2.2
+pip==26.0.1
+setuptools==80.10.2
+lm-format-enforcer==0.10.12
+wrapt==2.1.2
+anyio==4.13.0
+mistral_common==1.11.0
+tqdm==4.67.3
+mathruler==0.1.0
+openai==2.30.0
+dill==0.4.1
+aiosignal==1.4.0
+virtualenv==21.2.0
+wcwidth==0.6.0
+nvidia-cuda-runtime-cu12==12.4.127
+sympy==1.13.1
+scipy==1.15.3
+math-verify==0.9.0
+wandb==0.25.1
+referencing==0.37.0
+airportsdata==20260315
+opencv-python-headless==4.13.0.92
+annotated-doc==0.0.4
+datasets==4.8.4
+pyext==0.7
+opentelemetry-sdk==1.40.0
+hydra-core==1.3.2
+nvidia-nccl-cu12==2.21.5
+idna==3.11
+blessed==1.33.0
+charset-normalizer==3.4.7
+transformers==4.56.0
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+h11==0.16.0
+tomli==2.4.1
+wheel==0.46.3
+opentelemetry-exporter-otlp==1.26.0
+prometheus_client==0.24.1
+nvidia-nvtx-cu12==12.4.127
+googleapis-common-protos==1.74.0
+annotated-types==0.7.0
+nvidia-cusparselt-cu12==0.6.2
+compressed-tensors==0.9.3
+rich-toolkit==0.19.7
+codetiming==1.4.0
+omegaconf==2.3.0
+regex==2026.4.4
+proto-plus==1.27.2
+requests==2.33.1
+torchdata==0.11.0
+google-api-core==2.30.2
+opentelemetry-exporter-otlp-proto-http==1.26.0
+Pygments==2.20.0
+rich==14.3.3
+urllib3==2.6.3
+opentelemetry-api==1.40.0
+Deprecated==1.3.1
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+packaging==26.0
+exceptiongroup==1.3.1
+cupy-cuda12x==14.0.1
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+torchaudio==2.6.0
+torchvision==0.21.0
+pytz==2026.1.post1
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+ninja==1.13.0
+numba==0.61.2
+llvmlite==0.44.0
+ruff==0.15.9
+tiktoken==0.12.0
+aiohttp-cors==0.8.1
+python-json-logger==4.1.0
+click==8.3.2
+Jinja2==3.1.6
+pycountry==26.2.16
+httptools==0.7.1
+typing-inspection==0.4.2
+peft==0.17.0
+gitdb==4.0.12
+pybind11==3.0.3
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+fastar==0.9.0
+py-spy==0.4.1
+xformers==0.0.29.post2
+nvidia-cuda-nvrtc-cu12==12.4.127
+protobuf==4.25.9
+cffi==2.0.0
+einops==0.8.2
+optree==0.19.0
+yarl==1.23.0
+diskcache==5.6.3
+astor==0.8.1
+flash_attn==2.7.4.post1
+python-dateutil==2.9.0.post0
+triton==3.2.0
+sentry-sdk==2.57.0
+msgspec==0.20.0
+pluggy==1.6.0
+pyasn1_modules==0.4.2
+liger_kernel==0.7.0
+multidict==6.7.1
+ray==2.54.1
+gguf==0.18.0
+blake3==1.0.8
+cachetools==7.0.5
+cloudpickle==3.1.2
+zipp==3.23.0
+flashinfer-python==0.2.2.post1+cu124torch2.6
+uvicorn==0.44.0
+aiohttp==3.13.5
+lark==1.2.2
+rpds-py==0.30.0
+fsspec==2026.2.0
+torch==2.6.0
+jsonschema-specifications==2025.9.1
+smart_open==7.5.1
+colorful==0.5.8
+verl==0.4.0.dev0
+pycparser==3.0
+opencensus-context==0.1.3
+PyYAML==6.0.3
+opentelemetry-semantic-conventions-ai==0.4.13
+pyzmq==27.1.0
+gpustat==1.1.1
+depyf==0.18.0
+certifi==2026.2.25
+uvloop==0.22.1
+qwen-vl-utils==0.0.14
+huggingface_hub==0.36.2
+email-validator==2.3.0
+xgrammar==0.1.18
+outlines_core==0.1.26
+interegular==0.3.3
+pre_commit==4.5.1
+pytest==9.0.2
+pydantic==2.12.5
+fastapi==0.135.3
+nvidia-ml-py==13.595.45
+fastapi-cloud-cli==0.16.0
+nvidia-cublas-cu12==12.4.5.8
+nvidia-curand-cu12==10.3.5.147
+mdurl==0.1.2
+vllm==0.8.5.post1
+httpcore==1.0.9
+jaraco.functools==4.4.0
+zipp==3.23.0
+more-itertools==10.8.0
+backports.tarfile==1.2.0
+jaraco.context==6.1.0
+wheel==0.46.3
+autocommand==2.2.2
+importlib_metadata==8.7.1
+tomli==2.4.0
+platformdirs==4.4.0
+jaraco.text==4.0.0
+packaging==26.0

artifacts/wandb/offline-run-20260419_034714-7gceyx0b/logs/debug-core.log

@@ -0,0 +1,6 @@
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+{"time":"2026-04-19T03:47:14.827121537Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":536686}
+{"time":"2026-04-19T03:47:14.827113601Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/dg_azanette_4567_005/tmp/wandb-536686-547430-653998824/socket","Net":"unix"}}
+{"time":"2026-04-19T03:47:15.009286763Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
+{"time":"2026-04-19T03:47:15.015191178Z","level":"INFO","msg":"handleInformInit: received","streamId":"7gceyx0b","id":"1(@)"}
+{"time":"2026-04-19T03:47:15.228318558Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"7gceyx0b","id":"1(@)"}

artifacts/wandb/offline-run-20260419_034714-7gceyx0b/logs/debug-internal.log

@@ -0,0 +1,9 @@
+{"time":"2026-04-19T03:47:15.016144382Z","level":"INFO","msg":"wandb-core"}
+{"time":"2026-04-19T03:47:15.016156745Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"}
+{"time":"2026-04-19T03:47:15.227274906Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
+{"time":"2026-04-19T03:47:15.22737338Z","level":"INFO","msg":"stream: created new stream","id":"7gceyx0b"}
+{"time":"2026-04-19T03:47:15.227432888Z","level":"INFO","msg":"handler: started"}
+{"time":"2026-04-19T03:47:15.228308227Z","level":"INFO","msg":"stream: started"}
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+{"time":"2026-04-19T03:47:15.228964384Z","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_034714-7gceyx0b/logs/debug.log

@@ -0,0 +1,21 @@
+2026-04-19 03:47:14,754 INFO    MainThread:536686 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1
+2026-04-19 03:47:14,754 INFO    MainThread:536686 [wandb_setup.py:_flush():81] Configure stats pid to 536686
+2026-04-19 03:47:14,754 INFO    MainThread:536686 [wandb_setup.py:_flush():81] Loading settings from environment variables
+2026-04-19 03:47:14,754 INFO    MainThread:536686 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260419_034714-7gceyx0b/logs/debug.log
+2026-04-19 03:47:14,754 INFO    MainThread:536686 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260419_034714-7gceyx0b/logs/debug-internal.log
+2026-04-19 03:47:14,754 INFO    MainThread:536686 [wandb_init.py:init():844] calling init triggers
+2026-04-19 03:47:14,755 INFO    MainThread:536686 [wandb_init.py:init():849] wandb.init called with sweep_config: {}
+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}, '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': 64, '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': ['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, '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': 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