Add files using upload-large-folder tool
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- artifacts/wandb/offline-run-20260419_034324-c4kxb3tl/logs/debug-core.log +5 -0
- artifacts/wandb/offline-run-20260419_034324-c4kxb3tl/logs/debug-internal.log +2 -0
- artifacts/wandb/offline-run-20260419_034324-c4kxb3tl/logs/debug.log +13 -0
- artifacts/wandb/offline-run-20260419_035112-s51vsn9d/run-s51vsn9d.wandb +0 -0
- artifacts/wandb/offline-run-20260419_035825-qo15fhkv/files/requirements.txt +267 -0
- artifacts/wandb/offline-run-20260419_035825-qo15fhkv/logs/debug-core.log +6 -0
- artifacts/wandb/offline-run-20260419_035825-qo15fhkv/logs/debug-internal.log +9 -0
- artifacts/wandb/offline-run-20260419_035825-qo15fhkv/logs/debug.log +19 -0
- artifacts/wandb/offline-run-20260419_043610-j2rgstjv/files/requirements.txt +267 -0
- artifacts/wandb/offline-run-20260419_043610-j2rgstjv/logs/debug-core.log +6 -0
- artifacts/wandb/offline-run-20260419_043610-j2rgstjv/logs/debug-internal.log +9 -0
- artifacts/wandb/offline-run-20260419_043610-j2rgstjv/logs/debug.log +21 -0
- artifacts/wandb/offline-run-20260419_050202-9qz47rar/files/requirements.txt +267 -0
- artifacts/wandb/offline-run-20260419_050202-9qz47rar/logs/debug-core.log +8 -0
- artifacts/wandb/offline-run-20260419_050202-9qz47rar/logs/debug-internal.log +14 -0
- artifacts/wandb/offline-run-20260419_050202-9qz47rar/logs/debug.log +23 -0
- artifacts/wandb/offline-run-20260419_144014-f2yx0y2o/files/requirements.txt +267 -0
- artifacts/wandb/offline-run-20260419_144014-f2yx0y2o/logs/debug-core.log +8 -0
- artifacts/wandb/offline-run-20260419_144014-f2yx0y2o/logs/debug-internal.log +14 -0
- artifacts/wandb/offline-run-20260419_144014-f2yx0y2o/logs/debug.log +23 -0
- artifacts/wandb/offline-run-20260420_001253-uc3ardia/files/requirements.txt +267 -0
- artifacts/wandb/offline-run-20260420_001253-uc3ardia/logs/debug-core.log +8 -0
- artifacts/wandb/offline-run-20260420_001253-uc3ardia/logs/debug-internal.log +14 -0
- artifacts/wandb/offline-run-20260420_001253-uc3ardia/logs/debug.log +23 -0
- artifacts/wandb/offline-run-20260420_095307-jvi7byrf/files/requirements.txt +267 -0
- artifacts/wandb/offline-run-20260420_095307-jvi7byrf/logs/debug-core.log +8 -0
- artifacts/wandb/offline-run-20260420_095307-jvi7byrf/logs/debug-internal.log +14 -0
- artifacts/wandb/offline-run-20260420_095307-jvi7byrf/logs/debug.log +23 -0
- artifacts/wandb/offline-run-20260421_200848-5duym5dg/files/requirements.txt +267 -0
- artifacts/wandb/offline-run-20260421_200848-5duym5dg/logs/debug-core.log +8 -0
- artifacts/wandb/offline-run-20260421_200848-5duym5dg/logs/debug-internal.log +14 -0
- artifacts/wandb/offline-run-20260421_200848-5duym5dg/logs/debug.log +23 -0
- artifacts/wandb/offline-run-20260423_101712-8v2giu4a/files/requirements.txt +267 -0
- artifacts/wandb/offline-run-20260423_101712-8v2giu4a/logs/debug-core.log +8 -0
- artifacts/wandb/offline-run-20260423_101712-8v2giu4a/logs/debug-internal.log +14 -0
- artifacts/wandb/offline-run-20260423_101712-8v2giu4a/logs/debug.log +23 -0
- artifacts/wandb/offline-run-20260425_082759-bohryok4/files/requirements.txt +267 -0
- artifacts/wandb/offline-run-20260425_082759-bohryok4/logs/debug-core.log +16 -0
- artifacts/wandb/offline-run-20260425_082759-bohryok4/logs/debug-internal.log +14 -0
- artifacts/wandb/offline-run-20260425_082759-bohryok4/logs/debug.log +23 -0
- artifacts/wandb/offline-run-20260425_082759-vdan635z/files/requirements.txt +267 -0
- artifacts/wandb/offline-run-20260425_082759-vdan635z/logs/debug-core.log +16 -0
- artifacts/wandb/offline-run-20260425_082759-vdan635z/logs/debug-internal.log +14 -0
- artifacts/wandb/offline-run-20260425_082759-vdan635z/logs/debug.log +23 -0
- artifacts/wandb/offline-run-20260430_115545-r54zsi3o/files/requirements.txt +267 -0
- artifacts/wandb/offline-run-20260430_115545-r54zsi3o/logs/debug-core.log +6 -0
- artifacts/wandb/offline-run-20260430_115545-r54zsi3o/logs/debug-internal.log +9 -0
- artifacts/wandb/offline-run-20260430_115545-r54zsi3o/logs/debug.log +21 -0
- artifacts/wandb/offline-run-20260430_144451-48aoplu9/files/requirements.txt +267 -0
- artifacts/wandb/offline-run-20260430_144451-48aoplu9/logs/debug-core.log +16 -0
artifacts/wandb/offline-run-20260419_034324-c4kxb3tl/logs/debug-core.log
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-19T03:43:24.998823268Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/dg_azanette_0123_000/tmp/tmphm2i7zox/port-501497.txt","pid":501497,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
|
| 2 |
+
{"time":"2026-04-19T03:43:24.999368515Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":501497}
|
| 3 |
+
{"time":"2026-04-19T03:43:24.999357667Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/dg_azanette_0123_000/tmp/wandb-501497-526270-925308409/socket","Net":"unix"}}
|
| 4 |
+
{"time":"2026-04-19T03:43:25.159006146Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
|
| 5 |
+
{"time":"2026-04-19T03:43:25.165158704Z","level":"INFO","msg":"handleInformInit: received","streamId":"c4kxb3tl","id":"1(@)"}
|
artifacts/wandb/offline-run-20260419_034324-c4kxb3tl/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-19T03:43:25.166203038Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-04-19T03:43:25.166212848Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"}
|
artifacts/wandb/offline-run-20260419_034324-c4kxb3tl/logs/debug.log
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-04-19 03:43:24,879 INFO MainThread:501497 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1
|
| 2 |
+
2026-04-19 03:43:24,880 INFO MainThread:501497 [wandb_setup.py:_flush():81] Configure stats pid to 501497
|
| 3 |
+
2026-04-19 03:43:24,880 INFO MainThread:501497 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-04-19 03:43:24,880 INFO MainThread:501497 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260419_034324-c4kxb3tl/logs/debug.log
|
| 5 |
+
2026-04-19 03:43:24,880 INFO MainThread:501497 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260419_034324-c4kxb3tl/logs/debug-internal.log
|
| 6 |
+
2026-04-19 03:43:24,880 INFO MainThread:501497 [wandb_init.py:init():844] calling init triggers
|
| 7 |
+
2026-04-19 03:43:24,880 INFO MainThread:501497 [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}, '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': 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': 0.0, '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/checkpoints/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_0123_000'}, '_wandb': {}}
|
| 9 |
+
2026-04-19 03:43:24,880 INFO MainThread:501497 [wandb_init.py:init():892] starting backend
|
| 10 |
+
2026-04-19 03:43:25,159 INFO MainThread:501497 [wandb_init.py:init():895] sending inform_init request
|
| 11 |
+
2026-04-19 03:43:25,163 INFO MainThread:501497 [wandb_init.py:init():903] backend started and connected
|
| 12 |
+
2026-04-19 03:43:25,166 INFO MainThread:501497 [wandb_init.py:init():973] updated telemetry
|
| 13 |
+
2026-04-19 03:43:25,181 INFO MainThread:501497 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
|
artifacts/wandb/offline-run-20260419_035112-s51vsn9d/run-s51vsn9d.wandb
ADDED
|
Binary file (7 Bytes). View file
|
|
|
artifacts/wandb/offline-run-20260419_035825-qo15fhkv/files/requirements.txt
ADDED
|
@@ -0,0 +1,267 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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_035825-qo15fhkv/logs/debug-core.log
ADDED
|
@@ -0,0 +1,6 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-19T03:58:25.529301042Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/dg_azanette_32000/tmp/tmp4pzcqe22/port-574296.txt","pid":574296,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
|
| 2 |
+
{"time":"2026-04-19T03:58:25.52975793Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":574296}
|
| 3 |
+
{"time":"2026-04-19T03:58:25.529737398Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/dg_azanette_32000/tmp/wandb-574296-585283-2935407128/socket","Net":"unix"}}
|
| 4 |
+
{"time":"2026-04-19T03:58:25.714373468Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
|
| 5 |
+
{"time":"2026-04-19T03:58:25.720056048Z","level":"INFO","msg":"handleInformInit: received","streamId":"qo15fhkv","id":"1(@)"}
|
| 6 |
+
{"time":"2026-04-19T03:58:25.831316579Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"qo15fhkv","id":"1(@)"}
|
artifacts/wandb/offline-run-20260419_035825-qo15fhkv/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-19T03:58:25.720956836Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-04-19T03:58:25.720968189Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"}
|
| 3 |
+
{"time":"2026-04-19T03:58:25.830581769Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-04-19T03:58:25.83064659Z","level":"INFO","msg":"stream: created new stream","id":"qo15fhkv"}
|
| 5 |
+
{"time":"2026-04-19T03:58:25.830686532Z","level":"INFO","msg":"handler: started"}
|
| 6 |
+
{"time":"2026-04-19T03:58:25.831308883Z","level":"INFO","msg":"stream: started"}
|
| 7 |
+
{"time":"2026-04-19T03:58:25.831338089Z","level":"INFO","msg":"writer: started","stream_id":"qo15fhkv"}
|
| 8 |
+
{"time":"2026-04-19T03:58:25.831368233Z","level":"INFO","msg":"sender: started"}
|
| 9 |
+
{"time":"2026-04-19T03:58:25.831998386Z","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_035825-qo15fhkv/logs/debug.log
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-04-19 03:58:25,465 INFO MainThread:574296 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1
|
| 2 |
+
2026-04-19 03:58:25,465 INFO MainThread:574296 [wandb_setup.py:_flush():81] Configure stats pid to 574296
|
| 3 |
+
2026-04-19 03:58:25,465 INFO MainThread:574296 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-04-19 03:58:25,465 INFO MainThread:574296 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260419_035825-qo15fhkv/logs/debug.log
|
| 5 |
+
2026-04-19 03:58:25,465 INFO MainThread:574296 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260419_035825-qo15fhkv/logs/debug-internal.log
|
| 6 |
+
2026-04-19 03:58:25,465 INFO MainThread:574296 [wandb_init.py:init():844] calling init triggers
|
| 7 |
+
2026-04-19 03:58:25,465 INFO MainThread:574296 [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}, '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': ['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': 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': 0.05, '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/hf_models/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_32000'}, '_wandb': {}}
|
| 9 |
+
2026-04-19 03:58:25,466 INFO MainThread:574296 [wandb_init.py:init():892] starting backend
|
| 10 |
+
2026-04-19 03:58:25,714 INFO MainThread:574296 [wandb_init.py:init():895] sending inform_init request
|
| 11 |
+
2026-04-19 03:58:25,718 INFO MainThread:574296 [wandb_init.py:init():903] backend started and connected
|
| 12 |
+
2026-04-19 03:58:25,721 INFO MainThread:574296 [wandb_init.py:init():973] updated telemetry
|
| 13 |
+
2026-04-19 03:58:25,733 INFO MainThread:574296 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-04-19 03:58:25,834 INFO MainThread:574296 [wandb_init.py:init():1042] starting run threads in backend
|
| 15 |
+
2026-04-19 03:58:26,053 INFO MainThread:574296 [wandb_run.py:_console_start():2524] atexit reg
|
| 16 |
+
2026-04-19 03:58:26,053 INFO MainThread:574296 [wandb_run.py:_redirect():2373] redirect: wrap_raw
|
| 17 |
+
2026-04-19 03:58:26,053 INFO MainThread:574296 [wandb_run.py:_redirect():2442] Wrapping output streams.
|
| 18 |
+
2026-04-19 03:58:26,053 INFO MainThread:574296 [wandb_run.py:_redirect():2465] Redirects installed.
|
| 19 |
+
2026-04-19 03:58:26,056 INFO MainThread:574296 [wandb_init.py:init():1082] run started, returning control to user process
|
artifacts/wandb/offline-run-20260419_043610-j2rgstjv/files/requirements.txt
ADDED
|
@@ -0,0 +1,267 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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_043610-j2rgstjv/logs/debug-core.log
ADDED
|
@@ -0,0 +1,6 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-19T04:36:11.049821342Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/dg_azanette_22000/tmp/tmp9ley97p_/port-644142.txt","pid":644142,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
|
| 2 |
+
{"time":"2026-04-19T04:36:11.05040998Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":644142}
|
| 3 |
+
{"time":"2026-04-19T04:36:11.050378195Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/dg_azanette_22000/tmp/wandb-644142-659586-2153322378/socket","Net":"unix"}}
|
| 4 |
+
{"time":"2026-04-19T04:36:11.234207013Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
|
| 5 |
+
{"time":"2026-04-19T04:36:11.239951285Z","level":"INFO","msg":"handleInformInit: received","streamId":"j2rgstjv","id":"1(@)"}
|
| 6 |
+
{"time":"2026-04-19T04:36:11.454144764Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"j2rgstjv","id":"1(@)"}
|
artifacts/wandb/offline-run-20260419_043610-j2rgstjv/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-19T04:36:11.240771655Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-04-19T04:36:11.240781467Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"}
|
| 3 |
+
{"time":"2026-04-19T04:36:11.453173495Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-04-19T04:36:11.453280806Z","level":"INFO","msg":"stream: created new stream","id":"j2rgstjv"}
|
| 5 |
+
{"time":"2026-04-19T04:36:11.453336737Z","level":"INFO","msg":"handler: started"}
|
| 6 |
+
{"time":"2026-04-19T04:36:11.454135884Z","level":"INFO","msg":"stream: started"}
|
| 7 |
+
{"time":"2026-04-19T04:36:11.454184975Z","level":"INFO","msg":"sender: started"}
|
| 8 |
+
{"time":"2026-04-19T04:36:11.45418235Z","level":"INFO","msg":"writer: started","stream_id":"j2rgstjv"}
|
| 9 |
+
{"time":"2026-04-19T04:36:11.45479158Z","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_043610-j2rgstjv/logs/debug.log
ADDED
|
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-04-19 04:36:10,982 INFO MainThread:644142 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1
|
| 2 |
+
2026-04-19 04:36:10,982 INFO MainThread:644142 [wandb_setup.py:_flush():81] Configure stats pid to 644142
|
| 3 |
+
2026-04-19 04:36:10,982 INFO MainThread:644142 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-04-19 04:36:10,983 INFO MainThread:644142 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260419_043610-j2rgstjv/logs/debug.log
|
| 5 |
+
2026-04-19 04:36:10,983 INFO MainThread:644142 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260419_043610-j2rgstjv/logs/debug-internal.log
|
| 6 |
+
2026-04-19 04:36:10,983 INFO MainThread:644142 [wandb_init.py:init():844] calling init triggers
|
| 7 |
+
2026-04-19 04:36:10,983 INFO MainThread:644142 [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}, '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_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_cs0.00_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 04:36:10,983 INFO MainThread:644142 [wandb_init.py:init():892] starting backend
|
| 10 |
+
2026-04-19 04:36:11,234 INFO MainThread:644142 [wandb_init.py:init():895] sending inform_init request
|
| 11 |
+
2026-04-19 04:36:11,238 INFO MainThread:644142 [wandb_init.py:init():903] backend started and connected
|
| 12 |
+
2026-04-19 04:36:11,242 INFO MainThread:644142 [wandb_init.py:init():973] updated telemetry
|
| 13 |
+
2026-04-19 04:36:11,256 INFO MainThread:644142 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-04-19 04:36:11,457 INFO MainThread:644142 [wandb_init.py:init():1042] starting run threads in backend
|
| 15 |
+
2026-04-19 04:36:11,684 INFO MainThread:644142 [wandb_run.py:_console_start():2524] atexit reg
|
| 16 |
+
2026-04-19 04:36:11,684 INFO MainThread:644142 [wandb_run.py:_redirect():2373] redirect: wrap_raw
|
| 17 |
+
2026-04-19 04:36:11,684 INFO MainThread:644142 [wandb_run.py:_redirect():2442] Wrapping output streams.
|
| 18 |
+
2026-04-19 04:36:11,684 INFO MainThread:644142 [wandb_run.py:_redirect():2465] Redirects installed.
|
| 19 |
+
2026-04-19 04:36:11,687 INFO MainThread:644142 [wandb_init.py:init():1082] run started, returning control to user process
|
| 20 |
+
2026-04-19 04:59:16,332 INFO wandb-AsyncioManager-main:644142 [service_client.py:_forward_responses():134] Reached EOF.
|
| 21 |
+
2026-04-19 04:59:16,332 INFO wandb-AsyncioManager-main:644142 [mailbox.py:close():155] Closing mailbox, abandoning 0 handles.
|
artifacts/wandb/offline-run-20260419_050202-9qz47rar/files/requirements.txt
ADDED
|
@@ -0,0 +1,267 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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_050202-9qz47rar/logs/debug-core.log
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-19T05:02:03.043390787Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/dg_azanette_22000/tmp/tmpkvniv0vf/port-700020.txt","pid":700020,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
|
| 2 |
+
{"time":"2026-04-19T05:02:03.044006017Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":700020}
|
| 3 |
+
{"time":"2026-04-19T05:02:03.043996197Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/dg_azanette_22000/tmp/wandb-700020-716060-2769908245/socket","Net":"unix"}}
|
| 4 |
+
{"time":"2026-04-19T05:02:03.226283404Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
|
| 5 |
+
{"time":"2026-04-19T05:02:03.232272613Z","level":"INFO","msg":"handleInformInit: received","streamId":"9qz47rar","id":"1(@)"}
|
| 6 |
+
{"time":"2026-04-19T05:02:03.344491847Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"9qz47rar","id":"1(@)"}
|
| 7 |
+
{"time":"2026-04-19T14:37:20.253769928Z","level":"INFO","msg":"handleInformFinish: finish message received","streamId":"9qz47rar","id":"1(@)"}
|
| 8 |
+
{"time":"2026-04-19T14:37:20.254955062Z","level":"INFO","msg":"handleInformFinish: stream closed","streamId":"9qz47rar","id":"1(@)"}
|
artifacts/wandb/offline-run-20260419_050202-9qz47rar/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-19T05:02:03.233230396Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-04-19T05:02:03.233242537Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"}
|
| 3 |
+
{"time":"2026-04-19T05:02:03.343648984Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-04-19T05:02:03.343704073Z","level":"INFO","msg":"stream: created new stream","id":"9qz47rar"}
|
| 5 |
+
{"time":"2026-04-19T05:02:03.343747752Z","level":"INFO","msg":"handler: started"}
|
| 6 |
+
{"time":"2026-04-19T05:02:03.344485295Z","level":"INFO","msg":"stream: started"}
|
| 7 |
+
{"time":"2026-04-19T05:02:03.34451143Z","level":"INFO","msg":"writer: started","stream_id":"9qz47rar"}
|
| 8 |
+
{"time":"2026-04-19T05:02:03.344518702Z","level":"INFO","msg":"sender: started"}
|
| 9 |
+
{"time":"2026-04-19T05:02:03.345070348Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
| 10 |
+
{"time":"2026-04-19T14:37:20.249970432Z","level":"INFO","msg":"handler: operation stats","stats":{}}
|
| 11 |
+
{"time":"2026-04-19T14:37:20.253788845Z","level":"INFO","msg":"stream: closing"}
|
| 12 |
+
{"time":"2026-04-19T14:37:20.253804126Z","level":"INFO","msg":"handler: closed"}
|
| 13 |
+
{"time":"2026-04-19T14:37:20.254601155Z","level":"INFO","msg":"sender: closed"}
|
| 14 |
+
{"time":"2026-04-19T14:37:20.254606482Z","level":"INFO","msg":"stream: closed"}
|
artifacts/wandb/offline-run-20260419_050202-9qz47rar/logs/debug.log
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-04-19 05:02:02,954 INFO MainThread:700020 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1
|
| 2 |
+
2026-04-19 05:02:02,954 INFO MainThread:700020 [wandb_setup.py:_flush():81] Configure stats pid to 700020
|
| 3 |
+
2026-04-19 05:02:02,954 INFO MainThread:700020 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-04-19 05:02:02,954 INFO MainThread:700020 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260419_050202-9qz47rar/logs/debug.log
|
| 5 |
+
2026-04-19 05:02:02,954 INFO MainThread:700020 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260419_050202-9qz47rar/logs/debug-internal.log
|
| 6 |
+
2026-04-19 05:02:02,954 INFO MainThread:700020 [wandb_init.py:init():844] calling init triggers
|
| 7 |
+
2026-04-19 05:02:02,954 INFO MainThread:700020 [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}, '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_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_cs0.00_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 05:02:02,954 INFO MainThread:700020 [wandb_init.py:init():892] starting backend
|
| 10 |
+
2026-04-19 05:02:03,226 INFO MainThread:700020 [wandb_init.py:init():895] sending inform_init request
|
| 11 |
+
2026-04-19 05:02:03,231 INFO MainThread:700020 [wandb_init.py:init():903] backend started and connected
|
| 12 |
+
2026-04-19 05:02:03,233 INFO MainThread:700020 [wandb_init.py:init():973] updated telemetry
|
| 13 |
+
2026-04-19 05:02:03,246 INFO MainThread:700020 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-04-19 05:02:03,347 INFO MainThread:700020 [wandb_init.py:init():1042] starting run threads in backend
|
| 15 |
+
2026-04-19 05:02:03,598 INFO MainThread:700020 [wandb_run.py:_console_start():2524] atexit reg
|
| 16 |
+
2026-04-19 05:02:03,598 INFO MainThread:700020 [wandb_run.py:_redirect():2373] redirect: wrap_raw
|
| 17 |
+
2026-04-19 05:02:03,598 INFO MainThread:700020 [wandb_run.py:_redirect():2442] Wrapping output streams.
|
| 18 |
+
2026-04-19 05:02:03,598 INFO MainThread:700020 [wandb_run.py:_redirect():2465] Redirects installed.
|
| 19 |
+
2026-04-19 05:02:03,601 INFO MainThread:700020 [wandb_init.py:init():1082] run started, returning control to user process
|
| 20 |
+
2026-04-19 14:37:20,245 INFO MainThread:700020 [wandb_run.py:_finish():2291] finishing run qwen2.5-1.5b-math-dsgrpo-dapo17k/9qz47rar
|
| 21 |
+
2026-04-19 14:37:20,247 INFO MainThread:700020 [wandb_run.py:_atexit_cleanup():2490] got exitcode: 0
|
| 22 |
+
2026-04-19 14:37:20,248 INFO MainThread:700020 [wandb_run.py:_restore():2472] restore
|
| 23 |
+
2026-04-19 14:37:20,248 INFO MainThread:700020 [wandb_run.py:_restore():2478] restore done
|
artifacts/wandb/offline-run-20260419_144014-f2yx0y2o/files/requirements.txt
ADDED
|
@@ -0,0 +1,267 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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_144014-f2yx0y2o/logs/debug-core.log
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-19T14:40:14.162618027Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/dg_azanette_23000/tmp/tmpbi_yg6d_/port-1619513.txt","pid":1619513,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
|
| 2 |
+
{"time":"2026-04-19T14:40:14.163478599Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":1619513}
|
| 3 |
+
{"time":"2026-04-19T14:40:14.163470834Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/dg_azanette_23000/tmp/wandb-1619513-1629104-3486959872/socket","Net":"unix"}}
|
| 4 |
+
{"time":"2026-04-19T14:40:14.339999421Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
|
| 5 |
+
{"time":"2026-04-19T14:40:14.345576466Z","level":"INFO","msg":"handleInformInit: received","streamId":"f2yx0y2o","id":"1(@)"}
|
| 6 |
+
{"time":"2026-04-19T14:40:14.559310897Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"f2yx0y2o","id":"1(@)"}
|
| 7 |
+
{"time":"2026-04-20T00:14:02.106804513Z","level":"INFO","msg":"handleInformFinish: finish message received","streamId":"f2yx0y2o","id":"1(@)"}
|
| 8 |
+
{"time":"2026-04-20T00:14:02.108191102Z","level":"INFO","msg":"handleInformFinish: stream closed","streamId":"f2yx0y2o","id":"1(@)"}
|
artifacts/wandb/offline-run-20260419_144014-f2yx0y2o/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-19T14:40:14.346356012Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-04-19T14:40:14.346366323Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"}
|
| 3 |
+
{"time":"2026-04-19T14:40:14.558453286Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-04-19T14:40:14.558514921Z","level":"INFO","msg":"stream: created new stream","id":"f2yx0y2o"}
|
| 5 |
+
{"time":"2026-04-19T14:40:14.558559666Z","level":"INFO","msg":"handler: started"}
|
| 6 |
+
{"time":"2026-04-19T14:40:14.559301715Z","level":"INFO","msg":"stream: started"}
|
| 7 |
+
{"time":"2026-04-19T14:40:14.559326173Z","level":"INFO","msg":"writer: started","stream_id":"f2yx0y2o"}
|
| 8 |
+
{"time":"2026-04-19T14:40:14.559328258Z","level":"INFO","msg":"sender: started"}
|
| 9 |
+
{"time":"2026-04-19T14:40:14.559948478Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
| 10 |
+
{"time":"2026-04-20T00:14:02.102491576Z","level":"INFO","msg":"handler: operation stats","stats":{}}
|
| 11 |
+
{"time":"2026-04-20T00:14:02.106825672Z","level":"INFO","msg":"stream: closing"}
|
| 12 |
+
{"time":"2026-04-20T00:14:02.106838207Z","level":"INFO","msg":"handler: closed"}
|
| 13 |
+
{"time":"2026-04-20T00:14:02.107583213Z","level":"INFO","msg":"sender: closed"}
|
| 14 |
+
{"time":"2026-04-20T00:14:02.107593403Z","level":"INFO","msg":"stream: closed"}
|
artifacts/wandb/offline-run-20260419_144014-f2yx0y2o/logs/debug.log
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-04-19 14:40:14,084 INFO MainThread:1619513 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1
|
| 2 |
+
2026-04-19 14:40:14,084 INFO MainThread:1619513 [wandb_setup.py:_flush():81] Configure stats pid to 1619513
|
| 3 |
+
2026-04-19 14:40:14,084 INFO MainThread:1619513 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-04-19 14:40:14,084 INFO MainThread:1619513 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260419_144014-f2yx0y2o/logs/debug.log
|
| 5 |
+
2026-04-19 14:40:14,084 INFO MainThread:1619513 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260419_144014-f2yx0y2o/logs/debug-internal.log
|
| 6 |
+
2026-04-19 14:40:14,084 INFO MainThread:1619513 [wandb_init.py:init():844] calling init triggers
|
| 7 |
+
2026-04-19 14:40:14,084 INFO MainThread:1619513 [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': 0.0, '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_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_cs0.00_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_23000'}, '_wandb': {}}
|
| 9 |
+
2026-04-19 14:40:14,084 INFO MainThread:1619513 [wandb_init.py:init():892] starting backend
|
| 10 |
+
2026-04-19 14:40:14,340 INFO MainThread:1619513 [wandb_init.py:init():895] sending inform_init request
|
| 11 |
+
2026-04-19 14:40:14,344 INFO MainThread:1619513 [wandb_init.py:init():903] backend started and connected
|
| 12 |
+
2026-04-19 14:40:14,346 INFO MainThread:1619513 [wandb_init.py:init():973] updated telemetry
|
| 13 |
+
2026-04-19 14:40:14,359 INFO MainThread:1619513 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-04-19 14:40:14,562 INFO MainThread:1619513 [wandb_init.py:init():1042] starting run threads in backend
|
| 15 |
+
2026-04-19 14:40:14,800 INFO MainThread:1619513 [wandb_run.py:_console_start():2524] atexit reg
|
| 16 |
+
2026-04-19 14:40:14,800 INFO MainThread:1619513 [wandb_run.py:_redirect():2373] redirect: wrap_raw
|
| 17 |
+
2026-04-19 14:40:14,800 INFO MainThread:1619513 [wandb_run.py:_redirect():2442] Wrapping output streams.
|
| 18 |
+
2026-04-19 14:40:14,800 INFO MainThread:1619513 [wandb_run.py:_redirect():2465] Redirects installed.
|
| 19 |
+
2026-04-19 14:40:14,803 INFO MainThread:1619513 [wandb_init.py:init():1082] run started, returning control to user process
|
| 20 |
+
2026-04-20 00:14:02,097 INFO MainThread:1619513 [wandb_run.py:_finish():2291] finishing run qwen2.5-1.5b-math-dsgrpo-dapo17k/f2yx0y2o
|
| 21 |
+
2026-04-20 00:14:02,100 INFO MainThread:1619513 [wandb_run.py:_atexit_cleanup():2490] got exitcode: 0
|
| 22 |
+
2026-04-20 00:14:02,100 INFO MainThread:1619513 [wandb_run.py:_restore():2472] restore
|
| 23 |
+
2026-04-20 00:14:02,100 INFO MainThread:1619513 [wandb_run.py:_restore():2478] restore done
|
artifacts/wandb/offline-run-20260420_001253-uc3ardia/files/requirements.txt
ADDED
|
@@ -0,0 +1,267 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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-20260420_001253-uc3ardia/logs/debug-core.log
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-20T00:12:53.651662827Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/dg_azanette_34000/tmp/tmptbxxr1q2/port-2514875.txt","pid":2514875,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
|
| 2 |
+
{"time":"2026-04-20T00:12:53.652308955Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":2514875}
|
| 3 |
+
{"time":"2026-04-20T00:12:53.65229238Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/dg_azanette_34000/tmp/wandb-2514875-2524899-1814183473/socket","Net":"unix"}}
|
| 4 |
+
{"time":"2026-04-20T00:12:53.832314813Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
|
| 5 |
+
{"time":"2026-04-20T00:12:53.838590974Z","level":"INFO","msg":"handleInformInit: received","streamId":"uc3ardia","id":"1(@)"}
|
| 6 |
+
{"time":"2026-04-20T00:12:54.064410942Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"uc3ardia","id":"1(@)"}
|
| 7 |
+
{"time":"2026-04-20T09:34:39.144400095Z","level":"INFO","msg":"handleInformFinish: finish message received","streamId":"uc3ardia","id":"1(@)"}
|
| 8 |
+
{"time":"2026-04-20T09:34:39.145848626Z","level":"INFO","msg":"handleInformFinish: stream closed","streamId":"uc3ardia","id":"1(@)"}
|
artifacts/wandb/offline-run-20260420_001253-uc3ardia/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-20T00:12:53.8405028Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-04-20T00:12:53.840521012Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"}
|
| 3 |
+
{"time":"2026-04-20T00:12:54.06325927Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-04-20T00:12:54.063333406Z","level":"INFO","msg":"stream: created new stream","id":"uc3ardia"}
|
| 5 |
+
{"time":"2026-04-20T00:12:54.063374375Z","level":"INFO","msg":"handler: started"}
|
| 6 |
+
{"time":"2026-04-20T00:12:54.064404249Z","level":"INFO","msg":"stream: started"}
|
| 7 |
+
{"time":"2026-04-20T00:12:54.064443469Z","level":"INFO","msg":"writer: started","stream_id":"uc3ardia"}
|
| 8 |
+
{"time":"2026-04-20T00:12:54.064446485Z","level":"INFO","msg":"sender: started"}
|
| 9 |
+
{"time":"2026-04-20T00:12:54.065141798Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
| 10 |
+
{"time":"2026-04-20T09:34:39.138696176Z","level":"INFO","msg":"handler: operation stats","stats":{}}
|
| 11 |
+
{"time":"2026-04-20T09:34:39.144595141Z","level":"INFO","msg":"stream: closing"}
|
| 12 |
+
{"time":"2026-04-20T09:34:39.144608435Z","level":"INFO","msg":"handler: closed"}
|
| 13 |
+
{"time":"2026-04-20T09:34:39.145519324Z","level":"INFO","msg":"sender: closed"}
|
| 14 |
+
{"time":"2026-04-20T09:34:39.145525344Z","level":"INFO","msg":"stream: closed"}
|
artifacts/wandb/offline-run-20260420_001253-uc3ardia/logs/debug.log
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-04-20 00:12:53,547 INFO MainThread:2514875 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1
|
| 2 |
+
2026-04-20 00:12:53,547 INFO MainThread:2514875 [wandb_setup.py:_flush():81] Configure stats pid to 2514875
|
| 3 |
+
2026-04-20 00:12:53,547 INFO MainThread:2514875 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-04-20 00:12:53,547 INFO MainThread:2514875 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260420_001253-uc3ardia/logs/debug.log
|
| 5 |
+
2026-04-20 00:12:53,547 INFO MainThread:2514875 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260420_001253-uc3ardia/logs/debug-internal.log
|
| 6 |
+
2026-04-20 00:12:53,547 INFO MainThread:2514875 [wandb_init.py:init():844] calling init triggers
|
| 7 |
+
2026-04-20 00:12:53,547 INFO MainThread:2514875 [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': 0.05, '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_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_cs0.05_is0.05_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_34000'}, '_wandb': {}}
|
| 9 |
+
2026-04-20 00:12:53,547 INFO MainThread:2514875 [wandb_init.py:init():892] starting backend
|
| 10 |
+
2026-04-20 00:12:53,832 INFO MainThread:2514875 [wandb_init.py:init():895] sending inform_init request
|
| 11 |
+
2026-04-20 00:12:53,837 INFO MainThread:2514875 [wandb_init.py:init():903] backend started and connected
|
| 12 |
+
2026-04-20 00:12:53,839 INFO MainThread:2514875 [wandb_init.py:init():973] updated telemetry
|
| 13 |
+
2026-04-20 00:12:53,869 INFO MainThread:2514875 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-04-20 00:12:54,068 INFO MainThread:2514875 [wandb_init.py:init():1042] starting run threads in backend
|
| 15 |
+
2026-04-20 00:12:54,387 INFO MainThread:2514875 [wandb_run.py:_console_start():2524] atexit reg
|
| 16 |
+
2026-04-20 00:12:54,387 INFO MainThread:2514875 [wandb_run.py:_redirect():2373] redirect: wrap_raw
|
| 17 |
+
2026-04-20 00:12:54,387 INFO MainThread:2514875 [wandb_run.py:_redirect():2442] Wrapping output streams.
|
| 18 |
+
2026-04-20 00:12:54,388 INFO MainThread:2514875 [wandb_run.py:_redirect():2465] Redirects installed.
|
| 19 |
+
2026-04-20 00:12:54,392 INFO MainThread:2514875 [wandb_init.py:init():1082] run started, returning control to user process
|
| 20 |
+
2026-04-20 09:34:39,126 INFO MainThread:2514875 [wandb_run.py:_finish():2291] finishing run qwen2.5-1.5b-math-dsgrpo-dapo17k/uc3ardia
|
| 21 |
+
2026-04-20 09:34:39,136 INFO MainThread:2514875 [wandb_run.py:_atexit_cleanup():2490] got exitcode: 0
|
| 22 |
+
2026-04-20 09:34:39,136 INFO MainThread:2514875 [wandb_run.py:_restore():2472] restore
|
| 23 |
+
2026-04-20 09:34:39,136 INFO MainThread:2514875 [wandb_run.py:_restore():2478] restore done
|
artifacts/wandb/offline-run-20260420_095307-jvi7byrf/files/requirements.txt
ADDED
|
@@ -0,0 +1,267 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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-20260420_095307-jvi7byrf/logs/debug-core.log
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-20T09:53:07.384963481Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/dg_azanette_25000/tmp/tmp9ozr37p1/port-3438803.txt","pid":3438803,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
|
| 2 |
+
{"time":"2026-04-20T09:53:07.385568727Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":3438803}
|
| 3 |
+
{"time":"2026-04-20T09:53:07.385553955Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/dg_azanette_25000/tmp/wandb-3438803-3449418-33965833/socket","Net":"unix"}}
|
| 4 |
+
{"time":"2026-04-20T09:53:07.569305055Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
|
| 5 |
+
{"time":"2026-04-20T09:53:07.575942603Z","level":"INFO","msg":"handleInformInit: received","streamId":"jvi7byrf","id":"1(@)"}
|
| 6 |
+
{"time":"2026-04-20T09:53:07.790668238Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"jvi7byrf","id":"1(@)"}
|
| 7 |
+
{"time":"2026-04-21T05:28:27.36731707Z","level":"INFO","msg":"handleInformFinish: finish message received","streamId":"jvi7byrf","id":"1(@)"}
|
| 8 |
+
{"time":"2026-04-21T05:28:27.368605942Z","level":"INFO","msg":"handleInformFinish: stream closed","streamId":"jvi7byrf","id":"1(@)"}
|
artifacts/wandb/offline-run-20260420_095307-jvi7byrf/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-20T09:53:07.576932072Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-04-20T09:53:07.576944501Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"}
|
| 3 |
+
{"time":"2026-04-20T09:53:07.789710237Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-04-20T09:53:07.789775139Z","level":"INFO","msg":"stream: created new stream","id":"jvi7byrf"}
|
| 5 |
+
{"time":"2026-04-20T09:53:07.789817075Z","level":"INFO","msg":"handler: started"}
|
| 6 |
+
{"time":"2026-04-20T09:53:07.790661933Z","level":"INFO","msg":"stream: started"}
|
| 7 |
+
{"time":"2026-04-20T09:53:07.79069248Z","level":"INFO","msg":"writer: started","stream_id":"jvi7byrf"}
|
| 8 |
+
{"time":"2026-04-20T09:53:07.790720846Z","level":"INFO","msg":"sender: started"}
|
| 9 |
+
{"time":"2026-04-20T09:53:07.791267903Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
| 10 |
+
{"time":"2026-04-21T05:28:27.361311218Z","level":"INFO","msg":"handler: operation stats","stats":{}}
|
| 11 |
+
{"time":"2026-04-21T05:28:27.367552661Z","level":"INFO","msg":"stream: closing"}
|
| 12 |
+
{"time":"2026-04-21T05:28:27.367564049Z","level":"INFO","msg":"handler: closed"}
|
| 13 |
+
{"time":"2026-04-21T05:28:27.368299996Z","level":"INFO","msg":"sender: closed"}
|
| 14 |
+
{"time":"2026-04-21T05:28:27.368306344Z","level":"INFO","msg":"stream: closed"}
|
artifacts/wandb/offline-run-20260420_095307-jvi7byrf/logs/debug.log
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-04-20 09:53:07,314 INFO MainThread:3438803 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1
|
| 2 |
+
2026-04-20 09:53:07,315 INFO MainThread:3438803 [wandb_setup.py:_flush():81] Configure stats pid to 3438803
|
| 3 |
+
2026-04-20 09:53:07,315 INFO MainThread:3438803 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-04-20 09:53:07,315 INFO MainThread:3438803 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260420_095307-jvi7byrf/logs/debug.log
|
| 5 |
+
2026-04-20 09:53:07,315 INFO MainThread:3438803 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260420_095307-jvi7byrf/logs/debug-internal.log
|
| 6 |
+
2026-04-20 09:53:07,315 INFO MainThread:3438803 [wandb_init.py:init():844] calling init triggers
|
| 7 |
+
2026-04-20 09:53:07,315 INFO MainThread:3438803 [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}, '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_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/qwen2.5-7b-math-dsgrpo-dapo17k/dsgrpo_bs32_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_25000'}, '_wandb': {}}
|
| 9 |
+
2026-04-20 09:53:07,315 INFO MainThread:3438803 [wandb_init.py:init():892] starting backend
|
| 10 |
+
2026-04-20 09:53:07,569 INFO MainThread:3438803 [wandb_init.py:init():895] sending inform_init request
|
| 11 |
+
2026-04-20 09:53:07,574 INFO MainThread:3438803 [wandb_init.py:init():903] backend started and connected
|
| 12 |
+
2026-04-20 09:53:07,577 INFO MainThread:3438803 [wandb_init.py:init():973] updated telemetry
|
| 13 |
+
2026-04-20 09:53:07,590 INFO MainThread:3438803 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-04-20 09:53:07,793 INFO MainThread:3438803 [wandb_init.py:init():1042] starting run threads in backend
|
| 15 |
+
2026-04-20 09:53:08,032 INFO MainThread:3438803 [wandb_run.py:_console_start():2524] atexit reg
|
| 16 |
+
2026-04-20 09:53:08,033 INFO MainThread:3438803 [wandb_run.py:_redirect():2373] redirect: wrap_raw
|
| 17 |
+
2026-04-20 09:53:08,033 INFO MainThread:3438803 [wandb_run.py:_redirect():2442] Wrapping output streams.
|
| 18 |
+
2026-04-20 09:53:08,033 INFO MainThread:3438803 [wandb_run.py:_redirect():2465] Redirects installed.
|
| 19 |
+
2026-04-20 09:53:08,041 INFO MainThread:3438803 [wandb_init.py:init():1082] run started, returning control to user process
|
| 20 |
+
2026-04-21 05:28:27,352 INFO MainThread:3438803 [wandb_run.py:_finish():2291] finishing run qwen2.5-7b-math-dsgrpo-dapo17k/jvi7byrf
|
| 21 |
+
2026-04-21 05:28:27,358 INFO MainThread:3438803 [wandb_run.py:_atexit_cleanup():2490] got exitcode: 0
|
| 22 |
+
2026-04-21 05:28:27,359 INFO MainThread:3438803 [wandb_run.py:_restore():2472] restore
|
| 23 |
+
2026-04-21 05:28:27,359 INFO MainThread:3438803 [wandb_run.py:_restore():2478] restore done
|
artifacts/wandb/offline-run-20260421_200848-5duym5dg/files/requirements.txt
ADDED
|
@@ -0,0 +1,267 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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-20260421_200848-5duym5dg/logs/debug-core.log
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-21T20:08:48.642978243Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/dg_azanette_37000/tmp/tmpjvakqscp/port-2457359.txt","pid":2457359,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
|
| 2 |
+
{"time":"2026-04-21T20:08:48.643753036Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":2457359}
|
| 3 |
+
{"time":"2026-04-21T20:08:48.643746773Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/dg_azanette_37000/tmp/wandb-2457359-2468583-2788172065/socket","Net":"unix"}}
|
| 4 |
+
{"time":"2026-04-21T20:08:48.820207509Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
|
| 5 |
+
{"time":"2026-04-21T20:08:48.827370795Z","level":"INFO","msg":"handleInformInit: received","streamId":"5duym5dg","id":"1(@)"}
|
| 6 |
+
{"time":"2026-04-21T20:08:49.04139652Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"5duym5dg","id":"1(@)"}
|
| 7 |
+
{"time":"2026-04-22T11:06:29.243247192Z","level":"INFO","msg":"handleInformFinish: finish message received","streamId":"5duym5dg","id":"1(@)"}
|
| 8 |
+
{"time":"2026-04-22T11:06:29.244946947Z","level":"INFO","msg":"handleInformFinish: stream closed","streamId":"5duym5dg","id":"1(@)"}
|
artifacts/wandb/offline-run-20260421_200848-5duym5dg/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-21T20:08:48.828204577Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-04-21T20:08:48.828217207Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"}
|
| 3 |
+
{"time":"2026-04-21T20:08:49.040337668Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-04-21T20:08:49.040393135Z","level":"INFO","msg":"stream: created new stream","id":"5duym5dg"}
|
| 5 |
+
{"time":"2026-04-21T20:08:49.040441306Z","level":"INFO","msg":"handler: started"}
|
| 6 |
+
{"time":"2026-04-21T20:08:49.041390416Z","level":"INFO","msg":"stream: started"}
|
| 7 |
+
{"time":"2026-04-21T20:08:49.041438393Z","level":"INFO","msg":"writer: started","stream_id":"5duym5dg"}
|
| 8 |
+
{"time":"2026-04-21T20:08:49.041445737Z","level":"INFO","msg":"sender: started"}
|
| 9 |
+
{"time":"2026-04-21T20:08:49.041948893Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
| 10 |
+
{"time":"2026-04-22T11:06:29.238590436Z","level":"INFO","msg":"handler: operation stats","stats":{}}
|
| 11 |
+
{"time":"2026-04-22T11:06:29.243488282Z","level":"INFO","msg":"stream: closing"}
|
| 12 |
+
{"time":"2026-04-22T11:06:29.243502857Z","level":"INFO","msg":"handler: closed"}
|
| 13 |
+
{"time":"2026-04-22T11:06:29.244655196Z","level":"INFO","msg":"sender: closed"}
|
| 14 |
+
{"time":"2026-04-22T11:06:29.244666688Z","level":"INFO","msg":"stream: closed"}
|
artifacts/wandb/offline-run-20260421_200848-5duym5dg/logs/debug.log
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-04-21 20:08:48,539 INFO MainThread:2457359 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1
|
| 2 |
+
2026-04-21 20:08:48,539 INFO MainThread:2457359 [wandb_setup.py:_flush():81] Configure stats pid to 2457359
|
| 3 |
+
2026-04-21 20:08:48,539 INFO MainThread:2457359 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-04-21 20:08:48,539 INFO MainThread:2457359 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260421_200848-5duym5dg/logs/debug.log
|
| 5 |
+
2026-04-21 20:08:48,539 INFO MainThread:2457359 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260421_200848-5duym5dg/logs/debug-internal.log
|
| 6 |
+
2026-04-21 20:08:48,539 INFO MainThread:2457359 [wandb_init.py:init():844] calling init triggers
|
| 7 |
+
2026-04-21 20:08:48,540 INFO MainThread:2457359 [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-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': 0.05, '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_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_cs0.05_is0.05_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_37000'}, '_wandb': {}}
|
| 9 |
+
2026-04-21 20:08:48,540 INFO MainThread:2457359 [wandb_init.py:init():892] starting backend
|
| 10 |
+
2026-04-21 20:08:48,820 INFO MainThread:2457359 [wandb_init.py:init():895] sending inform_init request
|
| 11 |
+
2026-04-21 20:08:48,825 INFO MainThread:2457359 [wandb_init.py:init():903] backend started and connected
|
| 12 |
+
2026-04-21 20:08:48,828 INFO MainThread:2457359 [wandb_init.py:init():973] updated telemetry
|
| 13 |
+
2026-04-21 20:08:48,843 INFO MainThread:2457359 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-04-21 20:08:49,044 INFO MainThread:2457359 [wandb_init.py:init():1042] starting run threads in backend
|
| 15 |
+
2026-04-21 20:08:49,375 INFO MainThread:2457359 [wandb_run.py:_console_start():2524] atexit reg
|
| 16 |
+
2026-04-21 20:08:49,375 INFO MainThread:2457359 [wandb_run.py:_redirect():2373] redirect: wrap_raw
|
| 17 |
+
2026-04-21 20:08:49,375 INFO MainThread:2457359 [wandb_run.py:_redirect():2442] Wrapping output streams.
|
| 18 |
+
2026-04-21 20:08:49,375 INFO MainThread:2457359 [wandb_run.py:_redirect():2465] Redirects installed.
|
| 19 |
+
2026-04-21 20:08:49,379 INFO MainThread:2457359 [wandb_init.py:init():1082] run started, returning control to user process
|
| 20 |
+
2026-04-22 11:06:29,235 INFO MainThread:2457359 [wandb_run.py:_finish():2291] finishing run qwen2.5-7b-math-dsgrpo-dapo17k/5duym5dg
|
| 21 |
+
2026-04-22 11:06:29,236 INFO MainThread:2457359 [wandb_run.py:_atexit_cleanup():2490] got exitcode: 0
|
| 22 |
+
2026-04-22 11:06:29,236 INFO MainThread:2457359 [wandb_run.py:_restore():2472] restore
|
| 23 |
+
2026-04-22 11:06:29,236 INFO MainThread:2457359 [wandb_run.py:_restore():2478] restore done
|
artifacts/wandb/offline-run-20260423_101712-8v2giu4a/files/requirements.txt
ADDED
|
@@ -0,0 +1,267 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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-20260423_101712-8v2giu4a/logs/debug-core.log
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-23T10:17:12.881736282Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/dg_azanette_38000/tmp/tmpj2g62_51/port-33627.txt","pid":33627,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
|
| 2 |
+
{"time":"2026-04-23T10:17:12.882162572Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":33627}
|
| 3 |
+
{"time":"2026-04-23T10:17:12.882149456Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/dg_azanette_38000/tmp/wandb-33627-50747-2673753752/socket","Net":"unix"}}
|
| 4 |
+
{"time":"2026-04-23T10:17:13.045442008Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
|
| 5 |
+
{"time":"2026-04-23T10:17:13.052988098Z","level":"INFO","msg":"handleInformInit: received","streamId":"8v2giu4a","id":"1(@)"}
|
| 6 |
+
{"time":"2026-04-23T10:17:13.268506817Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"8v2giu4a","id":"1(@)"}
|
| 7 |
+
{"time":"2026-04-24T00:31:26.535786852Z","level":"INFO","msg":"handleInformFinish: finish message received","streamId":"8v2giu4a","id":"1(@)"}
|
| 8 |
+
{"time":"2026-04-24T00:31:26.537033802Z","level":"INFO","msg":"handleInformFinish: stream closed","streamId":"8v2giu4a","id":"1(@)"}
|
artifacts/wandb/offline-run-20260423_101712-8v2giu4a/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-23T10:17:13.054120115Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-04-23T10:17:13.054132564Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"}
|
| 3 |
+
{"time":"2026-04-23T10:17:13.267459164Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-04-23T10:17:13.267524168Z","level":"INFO","msg":"stream: created new stream","id":"8v2giu4a"}
|
| 5 |
+
{"time":"2026-04-23T10:17:13.26757138Z","level":"INFO","msg":"handler: started"}
|
| 6 |
+
{"time":"2026-04-23T10:17:13.268499167Z","level":"INFO","msg":"stream: started"}
|
| 7 |
+
{"time":"2026-04-23T10:17:13.268551629Z","level":"INFO","msg":"sender: started"}
|
| 8 |
+
{"time":"2026-04-23T10:17:13.268546286Z","level":"INFO","msg":"writer: started","stream_id":"8v2giu4a"}
|
| 9 |
+
{"time":"2026-04-23T10:17:13.269065371Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
| 10 |
+
{"time":"2026-04-24T00:31:26.52950032Z","level":"INFO","msg":"handler: operation stats","stats":{}}
|
| 11 |
+
{"time":"2026-04-24T00:31:26.535967862Z","level":"INFO","msg":"stream: closing"}
|
| 12 |
+
{"time":"2026-04-24T00:31:26.535978436Z","level":"INFO","msg":"handler: closed"}
|
| 13 |
+
{"time":"2026-04-24T00:31:26.536733595Z","level":"INFO","msg":"sender: closed"}
|
| 14 |
+
{"time":"2026-04-24T00:31:26.536739287Z","level":"INFO","msg":"stream: closed"}
|
artifacts/wandb/offline-run-20260423_101712-8v2giu4a/logs/debug.log
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-04-23 10:17:12,772 INFO MainThread:33627 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1
|
| 2 |
+
2026-04-23 10:17:12,773 INFO MainThread:33627 [wandb_setup.py:_flush():81] Configure stats pid to 33627
|
| 3 |
+
2026-04-23 10:17:12,773 INFO MainThread:33627 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-04-23 10:17:12,773 INFO MainThread:33627 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260423_101712-8v2giu4a/logs/debug.log
|
| 5 |
+
2026-04-23 10:17:12,773 INFO MainThread:33627 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260423_101712-8v2giu4a/logs/debug-internal.log
|
| 6 |
+
2026-04-23 10:17:12,773 INFO MainThread:33627 [wandb_init.py:init():844] calling init triggers
|
| 7 |
+
2026-04-23 10:17:12,773 INFO MainThread:33627 [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': 0.05, '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_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_cs0.05_is0.05_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_38000'}, '_wandb': {}}
|
| 9 |
+
2026-04-23 10:17:12,773 INFO MainThread:33627 [wandb_init.py:init():892] starting backend
|
| 10 |
+
2026-04-23 10:17:13,045 INFO MainThread:33627 [wandb_init.py:init():895] sending inform_init request
|
| 11 |
+
2026-04-23 10:17:13,051 INFO MainThread:33627 [wandb_init.py:init():903] backend started and connected
|
| 12 |
+
2026-04-23 10:17:13,053 INFO MainThread:33627 [wandb_init.py:init():973] updated telemetry
|
| 13 |
+
2026-04-23 10:17:13,067 INFO MainThread:33627 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-04-23 10:17:13,271 INFO MainThread:33627 [wandb_init.py:init():1042] starting run threads in backend
|
| 15 |
+
2026-04-23 10:17:13,558 INFO MainThread:33627 [wandb_run.py:_console_start():2524] atexit reg
|
| 16 |
+
2026-04-23 10:17:13,558 INFO MainThread:33627 [wandb_run.py:_redirect():2373] redirect: wrap_raw
|
| 17 |
+
2026-04-23 10:17:13,558 INFO MainThread:33627 [wandb_run.py:_redirect():2442] Wrapping output streams.
|
| 18 |
+
2026-04-23 10:17:13,558 INFO MainThread:33627 [wandb_run.py:_redirect():2465] Redirects installed.
|
| 19 |
+
2026-04-23 10:17:13,561 INFO MainThread:33627 [wandb_init.py:init():1082] run started, returning control to user process
|
| 20 |
+
2026-04-24 00:31:26,522 INFO MainThread:33627 [wandb_run.py:_finish():2291] finishing run qwen2.5-7b-math-dsgrpo-dapo17k/8v2giu4a
|
| 21 |
+
2026-04-24 00:31:26,527 INFO MainThread:33627 [wandb_run.py:_atexit_cleanup():2490] got exitcode: 0
|
| 22 |
+
2026-04-24 00:31:26,528 INFO MainThread:33627 [wandb_run.py:_restore():2472] restore
|
| 23 |
+
2026-04-24 00:31:26,528 INFO MainThread:33627 [wandb_run.py:_restore():2478] restore done
|
artifacts/wandb/offline-run-20260425_082759-bohryok4/files/requirements.txt
ADDED
|
@@ -0,0 +1,267 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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-20260425_082759-bohryok4/logs/debug-core.log
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-25T08:28:00.026414036Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/dg_azanette_30000/tmp/tmp2l0zg7it/port-7554.txt","pid":7554,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
|
| 2 |
+
{"time":"2026-04-25T08:28:00.0264391Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/dg_azanette_41000/tmp/tmp_khja6dt/port-7555.txt","pid":7555,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
|
| 3 |
+
{"time":"2026-04-25T08:28:00.02686409Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":7554}
|
| 4 |
+
{"time":"2026-04-25T08:28:00.026887252Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":7555}
|
| 5 |
+
{"time":"2026-04-25T08:28:00.02685779Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/dg_azanette_30000/tmp/wandb-7554-24526-3245038314/socket","Net":"unix"}}
|
| 6 |
+
{"time":"2026-04-25T08:28:00.026875339Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/dg_azanette_41000/tmp/wandb-7555-24527-1134818067/socket","Net":"unix"}}
|
| 7 |
+
{"time":"2026-04-25T08:28:00.183168388Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
|
| 8 |
+
{"time":"2026-04-25T08:28:00.195026471Z","level":"INFO","msg":"handleInformInit: received","streamId":"bohryok4","id":"1(@)"}
|
| 9 |
+
{"time":"2026-04-25T08:28:00.203857975Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
|
| 10 |
+
{"time":"2026-04-25T08:28:00.209676969Z","level":"INFO","msg":"handleInformInit: received","streamId":"vdan635z","id":"1(@)"}
|
| 11 |
+
{"time":"2026-04-25T08:28:00.415722635Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"bohryok4","id":"1(@)"}
|
| 12 |
+
{"time":"2026-04-25T08:28:00.423879019Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"vdan635z","id":"1(@)"}
|
| 13 |
+
{"time":"2026-04-25T22:48:52.64629836Z","level":"INFO","msg":"handleInformFinish: finish message received","streamId":"vdan635z","id":"1(@)"}
|
| 14 |
+
{"time":"2026-04-25T22:48:52.647311071Z","level":"INFO","msg":"handleInformFinish: stream closed","streamId":"vdan635z","id":"1(@)"}
|
| 15 |
+
{"time":"2026-04-25T23:14:30.849863245Z","level":"INFO","msg":"handleInformFinish: finish message received","streamId":"bohryok4","id":"1(@)"}
|
| 16 |
+
{"time":"2026-04-25T23:14:30.850850804Z","level":"INFO","msg":"handleInformFinish: stream closed","streamId":"bohryok4","id":"1(@)"}
|
artifacts/wandb/offline-run-20260425_082759-bohryok4/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-25T08:28:00.19692951Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-04-25T08:28:00.196952176Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"}
|
| 3 |
+
{"time":"2026-04-25T08:28:00.414007316Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-04-25T08:28:00.414112525Z","level":"INFO","msg":"stream: created new stream","id":"bohryok4"}
|
| 5 |
+
{"time":"2026-04-25T08:28:00.414157849Z","level":"INFO","msg":"handler: started"}
|
| 6 |
+
{"time":"2026-04-25T08:28:00.415714012Z","level":"INFO","msg":"stream: started"}
|
| 7 |
+
{"time":"2026-04-25T08:28:00.415751533Z","level":"INFO","msg":"writer: started","stream_id":"bohryok4"}
|
| 8 |
+
{"time":"2026-04-25T08:28:00.415756888Z","level":"INFO","msg":"sender: started"}
|
| 9 |
+
{"time":"2026-04-25T08:28:00.416342409Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
| 10 |
+
{"time":"2026-04-25T23:14:30.845967955Z","level":"INFO","msg":"handler: operation stats","stats":{}}
|
| 11 |
+
{"time":"2026-04-25T23:14:30.849875743Z","level":"INFO","msg":"stream: closing"}
|
| 12 |
+
{"time":"2026-04-25T23:14:30.849883446Z","level":"INFO","msg":"handler: closed"}
|
| 13 |
+
{"time":"2026-04-25T23:14:30.850536587Z","level":"INFO","msg":"sender: closed"}
|
| 14 |
+
{"time":"2026-04-25T23:14:30.85054247Z","level":"INFO","msg":"stream: closed"}
|
artifacts/wandb/offline-run-20260425_082759-bohryok4/logs/debug.log
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-04-25 08:27:59,911 INFO MainThread:7554 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1
|
| 2 |
+
2026-04-25 08:27:59,911 INFO MainThread:7554 [wandb_setup.py:_flush():81] Configure stats pid to 7554
|
| 3 |
+
2026-04-25 08:27:59,911 INFO MainThread:7554 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-04-25 08:27:59,911 INFO MainThread:7554 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260425_082759-bohryok4/logs/debug.log
|
| 5 |
+
2026-04-25 08:27:59,911 INFO MainThread:7554 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260425_082759-bohryok4/logs/debug-internal.log
|
| 6 |
+
2026-04-25 08:27:59,911 INFO MainThread:7554 [wandb_init.py:init():844] calling init triggers
|
| 7 |
+
2026-04-25 08:27:59,911 INFO MainThread:7554 [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': 106}, '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_seed106', '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_seed106', '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_30000'}, '_wandb': {}}
|
| 9 |
+
2026-04-25 08:27:59,911 INFO MainThread:7554 [wandb_init.py:init():892] starting backend
|
| 10 |
+
2026-04-25 08:28:00,183 INFO MainThread:7554 [wandb_init.py:init():895] sending inform_init request
|
| 11 |
+
2026-04-25 08:28:00,193 INFO MainThread:7554 [wandb_init.py:init():903] backend started and connected
|
| 12 |
+
2026-04-25 08:28:00,196 INFO MainThread:7554 [wandb_init.py:init():973] updated telemetry
|
| 13 |
+
2026-04-25 08:28:00,210 INFO MainThread:7554 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-04-25 08:28:00,418 INFO MainThread:7554 [wandb_init.py:init():1042] starting run threads in backend
|
| 15 |
+
2026-04-25 08:28:00,680 INFO MainThread:7554 [wandb_run.py:_console_start():2524] atexit reg
|
| 16 |
+
2026-04-25 08:28:00,680 INFO MainThread:7554 [wandb_run.py:_redirect():2373] redirect: wrap_raw
|
| 17 |
+
2026-04-25 08:28:00,680 INFO MainThread:7554 [wandb_run.py:_redirect():2442] Wrapping output streams.
|
| 18 |
+
2026-04-25 08:28:00,680 INFO MainThread:7554 [wandb_run.py:_redirect():2465] Redirects installed.
|
| 19 |
+
2026-04-25 08:28:00,683 INFO MainThread:7554 [wandb_init.py:init():1082] run started, returning control to user process
|
| 20 |
+
2026-04-25 23:14:30,841 INFO MainThread:7554 [wandb_run.py:_finish():2291] finishing run qwen2.5-7b-math-dsgrpo-dapo17k/bohryok4
|
| 21 |
+
2026-04-25 23:14:30,843 INFO MainThread:7554 [wandb_run.py:_atexit_cleanup():2490] got exitcode: 0
|
| 22 |
+
2026-04-25 23:14:30,844 INFO MainThread:7554 [wandb_run.py:_restore():2472] restore
|
| 23 |
+
2026-04-25 23:14:30,844 INFO MainThread:7554 [wandb_run.py:_restore():2478] restore done
|
artifacts/wandb/offline-run-20260425_082759-vdan635z/files/requirements.txt
ADDED
|
@@ -0,0 +1,267 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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-20260425_082759-vdan635z/logs/debug-core.log
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-25T08:28:00.026414036Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/dg_azanette_30000/tmp/tmp2l0zg7it/port-7554.txt","pid":7554,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
|
| 2 |
+
{"time":"2026-04-25T08:28:00.0264391Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/dg_azanette_41000/tmp/tmp_khja6dt/port-7555.txt","pid":7555,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
|
| 3 |
+
{"time":"2026-04-25T08:28:00.02686409Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":7554}
|
| 4 |
+
{"time":"2026-04-25T08:28:00.026887252Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":7555}
|
| 5 |
+
{"time":"2026-04-25T08:28:00.02685779Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/dg_azanette_30000/tmp/wandb-7554-24526-3245038314/socket","Net":"unix"}}
|
| 6 |
+
{"time":"2026-04-25T08:28:00.026875339Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/dg_azanette_41000/tmp/wandb-7555-24527-1134818067/socket","Net":"unix"}}
|
| 7 |
+
{"time":"2026-04-25T08:28:00.183168388Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
|
| 8 |
+
{"time":"2026-04-25T08:28:00.195026471Z","level":"INFO","msg":"handleInformInit: received","streamId":"bohryok4","id":"1(@)"}
|
| 9 |
+
{"time":"2026-04-25T08:28:00.203857975Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
|
| 10 |
+
{"time":"2026-04-25T08:28:00.209676969Z","level":"INFO","msg":"handleInformInit: received","streamId":"vdan635z","id":"1(@)"}
|
| 11 |
+
{"time":"2026-04-25T08:28:00.415722635Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"bohryok4","id":"1(@)"}
|
| 12 |
+
{"time":"2026-04-25T08:28:00.423879019Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"vdan635z","id":"1(@)"}
|
| 13 |
+
{"time":"2026-04-25T22:48:52.64629836Z","level":"INFO","msg":"handleInformFinish: finish message received","streamId":"vdan635z","id":"1(@)"}
|
| 14 |
+
{"time":"2026-04-25T22:48:52.647311071Z","level":"INFO","msg":"handleInformFinish: stream closed","streamId":"vdan635z","id":"1(@)"}
|
| 15 |
+
{"time":"2026-04-25T23:14:30.849863245Z","level":"INFO","msg":"handleInformFinish: finish message received","streamId":"bohryok4","id":"1(@)"}
|
| 16 |
+
{"time":"2026-04-25T23:14:30.850850804Z","level":"INFO","msg":"handleInformFinish: stream closed","streamId":"bohryok4","id":"1(@)"}
|
artifacts/wandb/offline-run-20260425_082759-vdan635z/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-25T08:28:00.211662158Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-04-25T08:28:00.211676604Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"}
|
| 3 |
+
{"time":"2026-04-25T08:28:00.422831082Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-04-25T08:28:00.422876074Z","level":"INFO","msg":"stream: created new stream","id":"vdan635z"}
|
| 5 |
+
{"time":"2026-04-25T08:28:00.422906506Z","level":"INFO","msg":"handler: started"}
|
| 6 |
+
{"time":"2026-04-25T08:28:00.423870876Z","level":"INFO","msg":"stream: started"}
|
| 7 |
+
{"time":"2026-04-25T08:28:00.423894293Z","level":"INFO","msg":"writer: started","stream_id":"vdan635z"}
|
| 8 |
+
{"time":"2026-04-25T08:28:00.423906602Z","level":"INFO","msg":"sender: started"}
|
| 9 |
+
{"time":"2026-04-25T08:28:00.42437192Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
| 10 |
+
{"time":"2026-04-25T22:48:52.64201296Z","level":"INFO","msg":"handler: operation stats","stats":{}}
|
| 11 |
+
{"time":"2026-04-25T22:48:52.646319506Z","level":"INFO","msg":"stream: closing"}
|
| 12 |
+
{"time":"2026-04-25T22:48:52.646330719Z","level":"INFO","msg":"handler: closed"}
|
| 13 |
+
{"time":"2026-04-25T22:48:52.647000913Z","level":"INFO","msg":"sender: closed"}
|
| 14 |
+
{"time":"2026-04-25T22:48:52.64700574Z","level":"INFO","msg":"stream: closed"}
|
artifacts/wandb/offline-run-20260425_082759-vdan635z/logs/debug.log
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-04-25 08:27:59,961 INFO MainThread:7555 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1
|
| 2 |
+
2026-04-25 08:27:59,961 INFO MainThread:7555 [wandb_setup.py:_flush():81] Configure stats pid to 7555
|
| 3 |
+
2026-04-25 08:27:59,961 INFO MainThread:7555 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-04-25 08:27:59,961 INFO MainThread:7555 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260425_082759-vdan635z/logs/debug.log
|
| 5 |
+
2026-04-25 08:27:59,961 INFO MainThread:7555 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260425_082759-vdan635z/logs/debug-internal.log
|
| 6 |
+
2026-04-25 08:27:59,961 INFO MainThread:7555 [wandb_init.py:init():844] calling init triggers
|
| 7 |
+
2026-04-25 08:27:59,961 INFO MainThread:7555 [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': 106}, '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': 0.05, '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_seed106', '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_seed106', '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_41000'}, '_wandb': {}}
|
| 9 |
+
2026-04-25 08:27:59,961 INFO MainThread:7555 [wandb_init.py:init():892] starting backend
|
| 10 |
+
2026-04-25 08:28:00,204 INFO MainThread:7555 [wandb_init.py:init():895] sending inform_init request
|
| 11 |
+
2026-04-25 08:28:00,207 INFO MainThread:7555 [wandb_init.py:init():903] backend started and connected
|
| 12 |
+
2026-04-25 08:28:00,210 INFO MainThread:7555 [wandb_init.py:init():973] updated telemetry
|
| 13 |
+
2026-04-25 08:28:00,222 INFO MainThread:7555 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-04-25 08:28:00,426 INFO MainThread:7555 [wandb_init.py:init():1042] starting run threads in backend
|
| 15 |
+
2026-04-25 08:28:00,680 INFO MainThread:7555 [wandb_run.py:_console_start():2524] atexit reg
|
| 16 |
+
2026-04-25 08:28:00,680 INFO MainThread:7555 [wandb_run.py:_redirect():2373] redirect: wrap_raw
|
| 17 |
+
2026-04-25 08:28:00,680 INFO MainThread:7555 [wandb_run.py:_redirect():2442] Wrapping output streams.
|
| 18 |
+
2026-04-25 08:28:00,680 INFO MainThread:7555 [wandb_run.py:_redirect():2465] Redirects installed.
|
| 19 |
+
2026-04-25 08:28:00,683 INFO MainThread:7555 [wandb_init.py:init():1082] run started, returning control to user process
|
| 20 |
+
2026-04-25 22:48:52,638 INFO MainThread:7555 [wandb_run.py:_finish():2291] finishing run qwen2.5-7b-math-dsgrpo-dapo17k/vdan635z
|
| 21 |
+
2026-04-25 22:48:52,639 INFO MainThread:7555 [wandb_run.py:_atexit_cleanup():2490] got exitcode: 0
|
| 22 |
+
2026-04-25 22:48:52,640 INFO MainThread:7555 [wandb_run.py:_restore():2472] restore
|
| 23 |
+
2026-04-25 22:48:52,640 INFO MainThread:7555 [wandb_run.py:_restore():2478] restore done
|
artifacts/wandb/offline-run-20260430_115545-r54zsi3o/files/requirements.txt
ADDED
|
@@ -0,0 +1,267 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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_115545-r54zsi3o/logs/debug-core.log
ADDED
|
@@ -0,0 +1,6 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-30T11:55:45.494039853Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/dg_azanette_52000/tmp/tmpknah8dnu/port-1179034.txt","pid":1179034,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
|
| 2 |
+
{"time":"2026-04-30T11:55:45.494514253Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":1179034}
|
| 3 |
+
{"time":"2026-04-30T11:55:45.494486381Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/dg_azanette_52000/tmp/wandb-1179034-1187703-3814195364/socket","Net":"unix"}}
|
| 4 |
+
{"time":"2026-04-30T11:55:45.680117388Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
|
| 5 |
+
{"time":"2026-04-30T11:55:45.685414235Z","level":"INFO","msg":"handleInformInit: received","streamId":"r54zsi3o","id":"1(@)"}
|
| 6 |
+
{"time":"2026-04-30T11:55:45.797333025Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"r54zsi3o","id":"1(@)"}
|
artifacts/wandb/offline-run-20260430_115545-r54zsi3o/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-30T11:55:45.686272036Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-04-30T11:55:45.686281758Z","level":"INFO","msg":"stream: starting","core version":"0.25.1"}
|
| 3 |
+
{"time":"2026-04-30T11:55:45.796335945Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-04-30T11:55:45.796389908Z","level":"INFO","msg":"stream: created new stream","id":"r54zsi3o"}
|
| 5 |
+
{"time":"2026-04-30T11:55:45.796433145Z","level":"INFO","msg":"handler: started"}
|
| 6 |
+
{"time":"2026-04-30T11:55:45.797326538Z","level":"INFO","msg":"stream: started"}
|
| 7 |
+
{"time":"2026-04-30T11:55:45.7973623Z","level":"INFO","msg":"writer: started","stream_id":"r54zsi3o"}
|
| 8 |
+
{"time":"2026-04-30T11:55:45.797369113Z","level":"INFO","msg":"sender: started"}
|
| 9 |
+
{"time":"2026-04-30T11:55:45.797878857Z","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_115545-r54zsi3o/logs/debug.log
ADDED
|
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-04-30 11:55:45,431 INFO MainThread:1179034 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1
|
| 2 |
+
2026-04-30 11:55:45,432 INFO MainThread:1179034 [wandb_setup.py:_flush():81] Configure stats pid to 1179034
|
| 3 |
+
2026-04-30 11:55:45,432 INFO MainThread:1179034 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-04-30 11:55:45,432 INFO MainThread:1179034 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260430_115545-r54zsi3o/logs/debug.log
|
| 5 |
+
2026-04-30 11:55:45,432 INFO MainThread:1179034 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /data/home/azanette/DSGRPO/wandb/offline-run-20260430_115545-r54zsi3o/logs/debug-internal.log
|
| 6 |
+
2026-04-30 11:55:45,432 INFO MainThread:1179034 [wandb_init.py:init():844] calling init triggers
|
| 7 |
+
2026-04-30 11:55:45,432 INFO MainThread:1179034 [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, '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/Ministral-8B-Instruct-2410', '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': 0.22, '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, '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': 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': 0.02, 'incorrect_sample_log_prob_coef': 0.02}, '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_cs0.02_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': 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_cs0.02_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 |
+
2026-04-30 11:55:45,432 INFO MainThread:1179034 [wandb_init.py:init():892] starting backend
|
| 10 |
+
2026-04-30 11:55:45,680 INFO MainThread:1179034 [wandb_init.py:init():895] sending inform_init request
|
| 11 |
+
2026-04-30 11:55:45,684 INFO MainThread:1179034 [wandb_init.py:init():903] backend started and connected
|
| 12 |
+
2026-04-30 11:55:45,686 INFO MainThread:1179034 [wandb_init.py:init():973] updated telemetry
|
| 13 |
+
2026-04-30 11:55:45,698 INFO MainThread:1179034 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-04-30 11:55:45,799 INFO MainThread:1179034 [wandb_init.py:init():1042] starting run threads in backend
|
| 15 |
+
2026-04-30 11:55:46,009 INFO MainThread:1179034 [wandb_run.py:_console_start():2524] atexit reg
|
| 16 |
+
2026-04-30 11:55:46,009 INFO MainThread:1179034 [wandb_run.py:_redirect():2373] redirect: wrap_raw
|
| 17 |
+
2026-04-30 11:55:46,009 INFO MainThread:1179034 [wandb_run.py:_redirect():2442] Wrapping output streams.
|
| 18 |
+
2026-04-30 11:55:46,009 INFO MainThread:1179034 [wandb_run.py:_redirect():2465] Redirects installed.
|
| 19 |
+
2026-04-30 11:55:46,011 INFO MainThread:1179034 [wandb_init.py:init():1082] run started, returning control to user process
|
| 20 |
+
2026-04-30 12:55:34,421 INFO wandb-AsyncioManager-main:1179034 [service_client.py:_forward_responses():134] Reached EOF.
|
| 21 |
+
2026-04-30 12:55:34,421 INFO wandb-AsyncioManager-main:1179034 [mailbox.py:close():155] Closing mailbox, abandoning 0 handles.
|
artifacts/wandb/offline-run-20260430_144451-48aoplu9/files/requirements.txt
ADDED
|
@@ -0,0 +1,267 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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_144451-48aoplu9/logs/debug-core.log
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-04-30T14:44:51.308072815Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/dg_azanette_52000/tmp/tmpxfgxqeip/port-1265145.txt","pid":1265145,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
|
| 2 |
+
{"time":"2026-04-30T14:44:51.308093912Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/dg_azanette_42000/tmp/tmpyzyxamxb/port-1263196.txt","pid":1263196,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
|
| 3 |
+
{"time":"2026-04-30T14:44:51.308555629Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":1265145}
|
| 4 |
+
{"time":"2026-04-30T14:44:51.308546072Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/dg_azanette_52000/tmp/wandb-1265145-1279995-1819451733/socket","Net":"unix"}}
|
| 5 |
+
{"time":"2026-04-30T14:44:51.30861243Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":1263196}
|
| 6 |
+
{"time":"2026-04-30T14:44:51.308598857Z","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/dg_azanette_42000/tmp/wandb-1263196-1279996-4213784210/socket","Net":"unix"}}
|
| 7 |
+
{"time":"2026-04-30T14:44:51.456058858Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
|
| 8 |
+
{"time":"2026-04-30T14:44:51.456276139Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
|
| 9 |
+
{"time":"2026-04-30T14:44:51.464693014Z","level":"INFO","msg":"handleInformInit: received","streamId":"68zftndg","id":"1(@)"}
|
| 10 |
+
{"time":"2026-04-30T14:44:51.464775534Z","level":"INFO","msg":"handleInformInit: received","streamId":"48aoplu9","id":"1(@)"}
|
| 11 |
+
{"time":"2026-04-30T14:44:51.679688765Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"68zftndg","id":"1(@)"}
|
| 12 |
+
{"time":"2026-04-30T14:44:51.679969855Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"48aoplu9","id":"1(@)"}
|
| 13 |
+
{"time":"2026-05-01T13:16:46.574016127Z","level":"INFO","msg":"handleInformFinish: finish message received","streamId":"48aoplu9","id":"1(@)"}
|
| 14 |
+
{"time":"2026-05-01T13:16:46.57571037Z","level":"INFO","msg":"handleInformFinish: stream closed","streamId":"48aoplu9","id":"1(@)"}
|
| 15 |
+
{"time":"2026-05-01T15:23:18.195261235Z","level":"INFO","msg":"handleInformFinish: finish message received","streamId":"68zftndg","id":"1(@)"}
|
| 16 |
+
{"time":"2026-05-01T15:23:18.19754192Z","level":"INFO","msg":"handleInformFinish: stream closed","streamId":"68zftndg","id":"1(@)"}
|