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  1. artifacts/wandb/offline-run-20260419_034324-c4kxb3tl/logs/debug-core.log +5 -0
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  37. artifacts/wandb/offline-run-20260425_082759-bohryok4/files/requirements.txt +267 -0
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  49. artifacts/wandb/offline-run-20260430_144451-48aoplu9/files/requirements.txt +267 -0
  50. artifacts/wandb/offline-run-20260430_144451-48aoplu9/logs/debug-core.log +16 -0
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5
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6
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7
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8
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'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, 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'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}, 'ref': {'strategy': 'fsdp', 'fsdp_config': {'param_offload': True, 'reshard_after_forward': True, 'forward_prefetch': False, 'wrap_policy': {'min_num_params': 0}}, 'use_torch_compile': True, 'log_prob_micro_batch_size': None, 'log_prob_micro_batch_size_per_gpu': 4, 'log_prob_use_dynamic_bsz': False, 'log_prob_max_token_len_per_gpu': 16384, 'ulysses_sequence_parallel_size': 1, 'entropy_from_logits_with_chunking': False, 'entropy_checkpointing': False, 'profiler': {'discrete': False, 'all_ranks': False, 'ranks': None}}, 'rollout': {'name': 'vllm', 'mode': 'sync', 'temperature': 1.0, 'top_k': -1, 'top_p': 1, 'use_fire_sampling': False, 'prompt_length': 1024, 'response_length': 2048, 'dtype': 'bfloat16', 'gpu_memory_utilization': 0.6, 'ignore_eos': False, 'enforce_eager': False, 'free_cache_engine': False, 'load_format': 'dummy_dtensor', 'layered_summon': False, 'tensor_model_parallel_size': 1, 'max_num_batched_tokens': 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'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'}, 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21
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23
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artifacts/wandb/offline-run-20260421_200848-5duym5dg/files/requirements.txt ADDED
@@ -0,0 +1,267 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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@@ -0,0 +1,267 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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