[2025-12-25 22:27:59,815] [DEBUG] [axolotl.utils.config.log_gpu_memory_usage:127] [PID:1133] baseline 0.000GB () [2025-12-25 22:27:59,815] [INFO] [axolotl.cli.config.load_cfg:248] [PID:1133] config: { "activation_offloading": false, "adapter": "qlora", "axolotl_config_path": "config.yaml", "base_model": "Qwen/Qwen2.5-Coder-14B-Instruct", "base_model_config": "Qwen/Qwen2.5-Coder-14B-Instruct", "batch_size": 16, "bf16": true, "capabilities": { "bf16": true, "compute_capability": "sm_90", "fp8": false, "n_gpu": 1, "n_node": 1 }, "context_parallel_size": 1, "dataloader_num_workers": 1, "dataloader_pin_memory": true, "dataloader_prefetch_factor": 256, "dataset_processes": 36, "datasets": [ { "message_property_mappings": { "content": "content", "role": "role" }, "path": "mbakgun/n8nbuilder-n8n-workflows-dataset", "trust_remote_code": false, "type": "alpaca" } ], "ddp": false, "device": "cuda: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_table_size": 0, "experimental_skip_move_to_device": true, "flash_attention": true, "fp16": false, "gradient_accumulation_steps": 16, "gradient_checkpointing": true, "gradient_checkpointing_kwargs": { "use_reentrant": false }, "include_tkps": true, "learning_rate": 0.0002, "lisa_layers_attribute": "model.layers", "load_best_model_at_end": false, "load_in_4bit": true, "load_in_8bit": false, "local_rank": 0, "logging_steps": 1, "lora_alpha": 64, "lora_dropout": 0.05, "lora_r": 32, "lora_target_modules": [ "q_proj", "k_proj", "v_proj", "o_proj", "gate_proj", "up_proj", "down_proj" ], "loraplus_lr_embedding": 1e-06, "lr_scheduler": "cosine", "mean_resizing_embeddings": false, "micro_batch_size": 1, "model_config_type": "qwen2", "num_epochs": 3.0, "optimizer": "adamw_bnb_8bit", "output_dir": "./outputs/qwen25-coder-n8n", "pad_to_sequence_len": false, "pretrain_multipack_attn": true, "profiler_steps_start": 0, "qlora_sharded_model_loading": false, "ray_num_workers": 1, "resources_per_worker": { "GPU": 1 }, "sample_packing": false, "sample_packing_bin_size": 200, "sample_packing_group_size": 100000, "save_only_model": false, "save_safetensors": true, "save_steps": 100, "save_strategy": "steps", "sequence_len": 8192, "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": "Qwen/Qwen2.5-Coder-14B-Instruct", "tokenizer_save_jinja_files": true, "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 }, "use_ray": false, "val_set_size": 0.0, "vllm": { "device": "auto", "dtype": "auto", "gpu_memory_utilization": 0.9, "host": "0.0.0.0", "port": 8000 }, "warmup_ratio": 0.1, "weight_decay": 0.01, "world_size": 1 } [2025-12-25 22:28:00,313] [DEBUG] [axolotl.loaders.tokenizer.load_tokenizer:278] [PID:1133] EOS: 151645 / <|im_end|> [2025-12-25 22:28:00,314] [DEBUG] [axolotl.loaders.tokenizer.load_tokenizer:279] [PID:1133] BOS: None / None [2025-12-25 22:28:00,314] [DEBUG] [axolotl.loaders.tokenizer.load_tokenizer:280] [PID:1133] PAD: 151643 / <|endoftext|> [2025-12-25 22:28:00,314] [DEBUG] [axolotl.loaders.tokenizer.load_tokenizer:281] [PID:1133] UNK: None / None [2025-12-25 22:28:00,314] [INFO] [axolotl.utils.data.shared.load_preprocessed_dataset:476] [PID:1133] Unable to find prepared dataset in last_run_prepared/fd30d23b351de719c91e124efcc5fe43 [2025-12-25 22:28:00,314] [INFO] [axolotl.utils.data.sft._load_raw_datasets:320] [PID:1133] Loading raw datasets... [2025-12-25 22:28:00,314] [WARNING] [axolotl.utils.data.sft._load_raw_datasets:322] [PID:1133] Processing datasets during training can lead to VRAM instability. Please pre-process your dataset using `axolotl preprocess path/to/config.yml`. [2025-12-25 22:28:00,955] [INFO] [axolotl.utils.data.wrappers.get_dataset_wrapper:87] [PID:1133] Loading dataset: mbakgun/n8nbuilder-n8n-workflows-dataset with base_type: alpaca and prompt_style: None [2025-12-25 22:28:01,168] [INFO] [axolotl.utils.data.utils.handle_long_seq_in_dataset:218] [PID:1133] min_input_len: 878 [2025-12-25 22:28:01,168] [INFO] [axolotl.utils.data.utils.handle_long_seq_in_dataset:220] [PID:1133] max_input_len: 12396 Dropping Long Sequences (>8192) (num_proc=36): 0%| | 0/2737 [00:008192) (num_proc=36): 3%|██▎ | 77/2737 [00:00<00:31, 85.60 examples/s] Dropping Long Sequences (>8192) (num_proc=36): 42%|████████████████████████████████▉ | 1141/2737 [00:00<00:01, 1531.24 examples/s] Dropping Long Sequences (>8192) (num_proc=36): 100%|███████████████████████████████████████████████████████████████████████████████| 2737/2737 [00:01<00:00, 3888.53 examples/s] Dropping Long Sequences (>8192) (num_proc=36): 100%|███████████████████████████████████████████████████████████████████████████████| 2737/2737 [00:01<00:00, 2115.72 examples/s] [2025-12-25 22:28:02,540] [WARNING] [axolotl.utils.data.utils.handle_long_seq_in_dataset:260] [PID:1133] Dropped 433 samples from dataset Saving the dataset (0/9 shards): 0%| | 0/2304 [00:00 [2025-12-25 22:28:03,684] [DEBUG] [axolotl.loaders.tokenizer.load_tokenizer:279] [PID:1133] BOS: None / None [2025-12-25 22:28:03,685] [DEBUG] [axolotl.loaders.tokenizer.load_tokenizer:280] [PID:1133] PAD: 151643 / <|endoftext|> [2025-12-25 22:28:03,685] [DEBUG] [axolotl.loaders.tokenizer.load_tokenizer:281] [PID:1133] UNK: None / None [2025-12-25 22:28:03,685] [DEBUG] [axolotl.train.setup_model_and_tokenizer:74] [PID:1133] Loading model [2025-12-25 22:28:03,736] [DEBUG] [axolotl.monkeypatch.transformers.trainer_loss_calc.patch_evaluation_loop:87] [PID:1133] Patched Trainer.evaluation_loop with nanmean loss calculation [2025-12-25 22:28:03,737] [DEBUG] [axolotl.monkeypatch.transformers.trainer_loss_calc.patch_maybe_log_save_evaluate:138] [PID:1133] Patched Trainer._maybe_log_save_evaluate with nanmean loss calculation Loading checkpoint shards: 0%| | 0/6 [00:00