diff --git "a/debug.log" "b/debug.log" new file mode 100644--- /dev/null +++ "b/debug.log" @@ -0,0 +1,604 @@ +[2026-01-06 06:31:33,733] [DEBUG] [axolotl.utils.config.log_gpu_memory_usage:127] [PID:5347] baseline 0.000GB () +[2026-01-06 06:31:33,734] [INFO] [axolotl.cli.config.load_cfg:248] [PID:5347] config: +{ + "activation_offloading": false, + "axolotl_config_path": "sft-axolotl-olmo3-7b-think.yaml", + "base_model": "allenai/Olmo-3-1025-7B", + "base_model_config": "allenai/Olmo-3-1025-7B", + "batch_size": 8, + "bf16": true, + "capabilities": { + "bf16": true, + "compute_capability": "sm_90", + "fp8": false, + "n_gpu": 2, + "n_node": 1 + }, + "chat_template": "jinja", + "chat_template_jinja": "/workspace/data/model-output/chat_template.jinja", + "context_parallel_size": 2, + "dataloader_num_workers": 2, + "dataloader_pin_memory": true, + "dataloader_prefetch_factor": 256, + "dataset_prepared_path": "last_run_prepared", + "dataset_processes": 48, + "datasets": [ + { + "chat_template": "tokenizer_default", + "field_messages": "messages", + "message_property_mappings": { + "content": "content", + "role": "role" + }, + "path": "dataset-tfs-mk-IMP-SOS-processed-olmo3-think.jsonl", + "roles": { + "assistant": [ + "assistant" + ], + "system": [ + "system" + ], + "user": [ + "user" + ] + }, + "roles_to_train": [ + "assistant" + ], + "trust_remote_code": false, + "type": "chat_template" + } + ], + "ddp": true, + "device": "cuda:0", + "device_map": { + "": 0 + }, + "dion_rank_fraction": 1.0, + "dion_rank_multiple_of": 1, + "env_capabilities": { + "torch_version": "2.7.1" + }, + "eval_batch_size": 1, + "eval_causal_lm_metrics": [ + "sacrebleu", + "comet", + "ter", + "chrf" + ], + "eval_max_new_tokens": 128, + "eval_sample_packing": true, + "eval_steps": 0.5, + "eval_table_size": 0, + "evals_per_epoch": 1, + "experimental_skip_move_to_device": true, + "flash_attention": true, + "fp16": false, + "gradient_accumulation_steps": 4, + "gradient_checkpointing": true, + "gradient_checkpointing_kwargs": { + "use_reentrant": true + }, + "group_by_length": false, + "hub_model_id": "Auditt/O37BB", + "include_tkps": true, + "learning_rate": 1e-05, + "lisa_layers_attribute": "model.layers", + "load_best_model_at_end": false, + "load_in_4bit": false, + "load_in_8bit": false, + "local_rank": 0, + "logging_steps": 1, + "lora_dropout": 0.0, + "loraplus_lr_embedding": 1e-06, + "lr_scheduler": "cosine", + "mean_resizing_embeddings": false, + "micro_batch_size": 1, + "model_config_type": "olmo3", + "num_epochs": 2.0, + "optimizer": "adamw_torch", + "output_dir": "/workspace/data/model-output-base", + "pad_to_sequence_len": true, + "pretrain_multipack_attn": true, + "profiler_steps_start": 0, + "qlora_sharded_model_loading": false, + "ray_num_workers": 1, + "resources_per_worker": { + "GPU": 1 + }, + "ring_attn_func": "varlen_llama3", + "sample_packing": true, + "sample_packing_bin_size": 200, + "sample_packing_group_size": 100000, + "save_only_model": false, + "save_safetensors": true, + "sequence_len": 60000, + "shuffle_before_merging_datasets": false, + "shuffle_merged_datasets": true, + "skip_prepare_dataset": false, + "streaming_multipack_buffer_size": 10000, + "strict": false, + "tensor_parallel_size": 1, + "tf32": true, + "tiled_mlp_use_original_mlp": true, + "tokenizer_config": "allenai/Olmo-3-1025-7B", + "tokenizer_save_jinja_files": true, + "tokens": [ + "\ud801\udd32", + "\ud801\udd3e", + "\u3009", + "\ud835\udf0e", + "\u22c1", + "\ud801\udd60", + "\ud801\udd5c", + "\ud801\udd38", + "\u2227", + "\u2265", + "\ud801\udd5f", + "\ud801\udd56", + "\u27c2", + "\ud801\udd4f", + "\u22c0", + "\ud801\udd63", + "\ud801\udd43", + "\ud801\udd59", + "\ud801\udd55", + "\u03c7", + "\ud801\udd4a", + "\u3008", + "\ud801\udd50", + "\ud801\udd3b", + "\ud801\udd40", + "\ud801\udd33", + "\u2260", + "\ud801\udd37", + "\u2264", + "\ud801\udd5e", + "\ud801\udd31", + "\ud801\udd42", + "\u21a6", + "\ud801\udd4e", + "\u2192", + "\ud801\udd5b", + "\ud801\udd30", + "\u03b5" + ], + "torch_dtype": "torch.bfloat16", + "train_on_inputs": false, + "trl": { + "log_completions": false, + "mask_truncated_completions": false, + "ref_model_mixup_alpha": 0.9, + "ref_model_sync_steps": 64, + "scale_rewards": true, + "sync_ref_model": false, + "use_vllm": false, + "vllm_server_host": "0.0.0.0", + "vllm_server_port": 8000 + }, + "trust_remote_code": true, + "use_ray": false, + "val_set_size": 0.1, + "vllm": { + "device": "auto", + "dtype": "auto", + "gpu_memory_utilization": 0.9, + "host": "0.0.0.0", + "port": 8000 + }, + "weight_decay": 0.0, + "world_size": 2 +} +[2026-01-06 06:31:34,116] [DEBUG] [axolotl.loaders.tokenizer.load_tokenizer:278] [PID:5347] EOS: 100257 / <|endoftext|> +[2026-01-06 06:31:34,116] [DEBUG] [axolotl.loaders.tokenizer.load_tokenizer:279] [PID:5347] BOS: None / None +[2026-01-06 06:31:34,117] [DEBUG] [axolotl.loaders.tokenizer.load_tokenizer:280] [PID:5347] PAD: 100277 / <|pad|> +[2026-01-06 06:31:34,117] [DEBUG] [axolotl.loaders.tokenizer.load_tokenizer:281] [PID:5347] UNK: 100257 / <|endoftext|> +[2026-01-06 06:31:48,563] [INFO] [axolotl.utils.data.shared.load_preprocessed_dataset:470] [PID:5347] Loading prepared dataset from disk at last_run_prepared/521442581534a9837f30b55bdde4d057... +[2026-01-06 06:31:48,578] [DEBUG] [axolotl.utils.trainer.calculate_total_num_steps:404] [PID:5347] total_num_tokens: 4_377_664 +[2026-01-06 06:31:48,586] [DEBUG] [axolotl.utils.trainer.calculate_total_num_steps:422] [PID:5347] `total_supervised_tokens: 3_345_873` +[2026-01-06 06:31:49,583] [DEBUG] [axolotl.utils.samplers.multipack.__len__:458] [PID:5347] generate_batches time: 0.4595468044281006 +[2026-01-06 06:31:50,030] [DEBUG] [axolotl.utils.samplers.multipack.__len__:458] [PID:5347] generate_batches time: 0.44755101203918457 +[2026-01-06 06:31:50,477] [DEBUG] [axolotl.utils.samplers.multipack.__len__:458] [PID:5347] generate_batches time: 0.44657182693481445 +[2026-01-06 06:31:50,952] [DEBUG] [axolotl.utils.samplers.multipack.__len__:458] [PID:5347] generate_batches time: 0.4744563102722168 +[2026-01-06 06:31:52,230] [INFO] [axolotl.utils.samplers.multipack.calc_min_len:434] [PID:5347] gather_len_batches: [78, 78] +[2026-01-06 06:31:52,231] [WARNING] [py.warnings._showwarnmsg:110] [PID:5347] /root/miniconda3/envs/py3.11/lib/python3.11/site-packages/torch/distributed/distributed_c10d.py:4631: UserWarning: No device id is provided via `init_process_group` or `barrier `. Using the current device set by the user. + warnings.warn( # warn only once + +[2026-01-06 06:31:52,413] [DEBUG] [axolotl.utils.trainer.calculate_total_num_steps:481] [PID:5347] data_loader_len: 9 +[2026-01-06 06:31:52,429] [INFO] [axolotl.utils.trainer.calc_sample_packing_eff_est:497] [PID:5347] sample_packing_eff_est across ranks: [0.9235578179359436, 0.9235578179359436] +[2026-01-06 06:31:52,430] [DEBUG] [axolotl.utils.trainer.calculate_total_num_steps:509] [PID:5347] sample_packing_eff_est: None +[2026-01-06 06:31:52,430] [DEBUG] [axolotl.utils.trainer.calculate_total_num_steps:520] [PID:5347] total_num_steps: 36 +[2026-01-06 06:31:52,542] [DEBUG] [axolotl.utils.trainer.calculate_total_num_steps:404] [PID:5347] total_num_tokens: 39_860_654 +[2026-01-06 06:31:53,267] [DEBUG] [axolotl.utils.trainer.calculate_total_num_steps:422] [PID:5347] `total_supervised_tokens: 30_599_793` +[2026-01-06 06:31:54,333] [DEBUG] [axolotl.utils.samplers.multipack.__len__:458] [PID:5347] generate_batches time: 0.5050613880157471 +[2026-01-06 06:31:54,830] [DEBUG] [axolotl.utils.samplers.multipack.__len__:458] [PID:5347] generate_batches time: 0.49697208404541016 +[2026-01-06 06:31:55,317] [DEBUG] [axolotl.utils.samplers.multipack.__len__:458] [PID:5347] generate_batches time: 0.48656487464904785 +[2026-01-06 06:31:55,795] [DEBUG] [axolotl.utils.samplers.multipack.__len__:458] [PID:5347] generate_batches time: 0.47708654403686523 +[2026-01-06 06:31:55,796] [INFO] [axolotl.utils.samplers.multipack.calc_min_len:434] [PID:5347] gather_len_batches: [699, 697] +[2026-01-06 06:31:55,797] [DEBUG] [axolotl.utils.trainer.calculate_total_num_steps:481] [PID:5347] data_loader_len: 87 +[2026-01-06 06:31:55,798] [INFO] [axolotl.utils.trainer.calc_sample_packing_eff_est:497] [PID:5347] sample_packing_eff_est across ranks: [0.9517825841903687, 0.947709321975708] +[2026-01-06 06:31:55,798] [DEBUG] [axolotl.utils.trainer.calculate_total_num_steps:509] [PID:5347] sample_packing_eff_est: 0.96 +[2026-01-06 06:31:55,802] [DEBUG] [axolotl.utils.trainer.calculate_total_num_steps:520] [PID:5347] total_num_steps: 348 +[2026-01-06 06:31:55,802] [INFO] [axolotl.utils.data.sft._prepare_standard_dataset:121] [PID:5347] Maximum number of steps set at 348 +[2026-01-06 06:31:55,821] [DEBUG] [axolotl.train.setup_model_and_tokenizer:65] [PID:5347] Loading tokenizer... allenai/Olmo-3-1025-7B +[2026-01-06 06:31:56,142] [DEBUG] [axolotl.loaders.tokenizer.load_tokenizer:278] [PID:5347] EOS: 100257 / <|endoftext|> +[2026-01-06 06:31:56,142] [DEBUG] [axolotl.loaders.tokenizer.load_tokenizer:279] [PID:5347] BOS: None / None +[2026-01-06 06:31:56,142] [DEBUG] [axolotl.loaders.tokenizer.load_tokenizer:280] [PID:5347] PAD: 100277 / <|pad|> +[2026-01-06 06:31:56,142] [DEBUG] [axolotl.loaders.tokenizer.load_tokenizer:281] [PID:5347] UNK: 100257 / <|endoftext|> +[2026-01-06 06:31:56,144] [DEBUG] [axolotl.train.setup_model_and_tokenizer:74] [PID:5347] Loading model +[2026-01-06 06:31:56,194] [DEBUG] [axolotl.monkeypatch.transformers.trainer_loss_calc.patch_evaluation_loop:87] [PID:5347] Patched Trainer.evaluation_loop with nanmean loss calculation +[2026-01-06 06:31:56,195] [DEBUG] [axolotl.monkeypatch.transformers.trainer_loss_calc.patch_maybe_log_save_evaluate:138] [PID:5347] Patched Trainer._maybe_log_save_evaluate with nanmean loss calculation +[2026-01-06 06:31:56,197] [DEBUG] [axolotl.monkeypatch.transformers.trainer_context_parallel.patch_prepare_context_parallel_inputs:66] [PID:5347] Patched Trainer._prepare_context_parallel_inputs for FlashAttention + CP +[2026-01-06 06:31:56,198] [INFO] [axolotl.loaders.patch_manager._apply_multipack_patches:301] [PID:5347] Applying multipack dataloader patch for sample packing... + Loading checkpoint shards: 0%| | 0/3 [00:00