Training in progress, step 47
Browse files- adapter_config.json +36 -0
- adapter_model.safetensors +3 -0
- runs/Jun09_11-17-48_77b1a6bc4b2b/events.out.tfevents.1749468138.77b1a6bc4b2b.3916.0 +3 -0
- runs/Jun09_11-23-53_77b1a6bc4b2b/events.out.tfevents.1749468289.77b1a6bc4b2b.5547.0 +3 -0
- runs/Jun09_11-26-25_77b1a6bc4b2b/events.out.tfevents.1749468443.77b1a6bc4b2b.6352.0 +3 -0
- runs/Jun09_11-38-43_77b1a6bc4b2b/events.out.tfevents.1749469179.77b1a6bc4b2b.9319.0 +3 -0
- runs/Jun09_11-40-49_77b1a6bc4b2b/events.out.tfevents.1749469314.77b1a6bc4b2b.10269.0 +3 -0
- training_args.bin +3 -0
- training_config.json +93 -0
adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "microsoft/Phi-4-mini-instruct",
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"bias": "none",
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"corda_config": null,
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"eva_config": null,
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"exclude_modules": null,
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layer_replication": null,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 32,
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"lora_bias": false,
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"lora_dropout": 0.1,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 8,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"o_proj",
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"down_proj",
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"gate_up_proj",
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"qkv_proj"
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],
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"task_type": "CAUSAL_LM",
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"trainable_token_indices": null,
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"use_dora": false,
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"use_rslora": false
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}
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adapter_model.safetensors
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runs/Jun09_11-17-48_77b1a6bc4b2b/events.out.tfevents.1749468138.77b1a6bc4b2b.3916.0
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version https://git-lfs.github.com/spec/v1
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runs/Jun09_11-23-53_77b1a6bc4b2b/events.out.tfevents.1749468289.77b1a6bc4b2b.5547.0
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version https://git-lfs.github.com/spec/v1
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runs/Jun09_11-26-25_77b1a6bc4b2b/events.out.tfevents.1749468443.77b1a6bc4b2b.6352.0
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version https://git-lfs.github.com/spec/v1
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runs/Jun09_11-38-43_77b1a6bc4b2b/events.out.tfevents.1749469179.77b1a6bc4b2b.9319.0
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runs/Jun09_11-40-49_77b1a6bc4b2b/events.out.tfevents.1749469314.77b1a6bc4b2b.10269.0
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version https://git-lfs.github.com/spec/v1
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size 18625
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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size 7544
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training_config.json
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{
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"experiment_key": "base",
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"save_safetensors": true,
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"max_shard_size": "10GB",
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| 5 |
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"local_rank": 0,
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| 6 |
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"use_gradient_checkpointing": true,
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| 7 |
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"trainer_key": "lm",
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| 8 |
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"force_fp32": false,
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| 9 |
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"force_fp16": false,
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| 10 |
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"from_gptq": false,
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| 11 |
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"huggingface_hub_token": null,
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| 12 |
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"single_gpu": true,
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| 13 |
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"master_port": 9994,
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| 14 |
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"deepspeed_stage": "stage_2",
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| 15 |
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"deepspeed_config_path": null,
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| 16 |
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"fsdp_strategy": "",
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| 17 |
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"fsdp_offload": true,
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| 18 |
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"seed": 42,
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| 19 |
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"stabilize": false,
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| 20 |
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"norm_fp32": false,
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| 21 |
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"path_to_env_file": "./.env",
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| 22 |
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"prepare_dataset": true,
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| 23 |
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"lora_hub_model_id": null,
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| 24 |
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"lora_model_local_path": null,
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| 25 |
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"fused_model_local_path": null,
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| 26 |
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"fuse_after_training": false,
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| 27 |
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"quantization_dataset_id": null,
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| 28 |
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"quantization_max_samples": 1024,
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| 29 |
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"quantized_model_path": "./quantized_model/",
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| 30 |
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"quantized_hub_model_id": null,
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| 31 |
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"quantized_hub_private_repo": true,
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| 32 |
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"dataset_key": "soda",
|
| 33 |
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"train_local_path_to_data": "./train.jsonl",
|
| 34 |
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"eval_local_path_to_data": null,
|
| 35 |
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"shuffle": true,
|
| 36 |
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"max_eval_samples": 1000,
|
| 37 |
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"add_eval_to_train_if_no_path": false,
|
| 38 |
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"tokenizer_name_or_path": null,
|
| 39 |
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"tokenizer_use_fast": null,
|
| 40 |
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"tokenizer_padding_side": null,
|
| 41 |
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"collator_key": "lm",
|
| 42 |
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"max_length": 2048,
|
| 43 |
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"model_name_or_path": "microsoft/Phi-4-mini-instruct",
|
| 44 |
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"push_to_hub_bos_add_bos_token": false,
|
| 45 |
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"use_flash_attention_2": false,
|
| 46 |
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"trust_remote_code": false,
|
| 47 |
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"device_map": null,
|
| 48 |
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"prepare_model_for_kbit_training": true,
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| 49 |
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"offload_folder": null,
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| 50 |
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"load_in_8bit": false,
|
| 51 |
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"load_in_4bit": true,
|
| 52 |
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"llm_int8_threshold": 6.0,
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| 53 |
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"llm_int8_has_fp16_weight": true,
|
| 54 |
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"bnb_4bit_use_double_quant": true,
|
| 55 |
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"bnb_4bit_quant_type": "nf4",
|
| 56 |
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"bnb_quantize_after_model_init": false,
|
| 57 |
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"gptq_bits": 4,
|
| 58 |
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"gptq_group_size": 128,
|
| 59 |
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"gptq_disable_exllama": true,
|
| 60 |
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"apply_lora": true,
|
| 61 |
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"lora_rank": 8,
|
| 62 |
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"lora_alpha": 32,
|
| 63 |
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"lora_dropout": 0.1,
|
| 64 |
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"raw_lora_target_modules": "all",
|
| 65 |
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"output_dir": "./outputs/",
|
| 66 |
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"per_device_train_batch_size": 2,
|
| 67 |
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"do_eval": false,
|
| 68 |
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"per_device_eval_batch_size": null,
|
| 69 |
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"gradient_accumulation_steps": 2,
|
| 70 |
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"eval_accumulation_steps": null,
|
| 71 |
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"eval_delay": 0,
|
| 72 |
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"eval_steps": 1000,
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| 73 |
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"warmup_steps": 5,
|
| 74 |
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"max_steps": 47,
|
| 75 |
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"num_train_epochs": 1,
|
| 76 |
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"learning_rate": 0.0002,
|
| 77 |
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"max_grad_norm": 1.0,
|
| 78 |
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"weight_decay": 0.001,
|
| 79 |
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"label_smoothing_factor": 0.0,
|
| 80 |
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"logging_steps": 1,
|
| 81 |
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"save_steps": 50,
|
| 82 |
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"save_total_limit": 1,
|
| 83 |
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"optim": "paged_adamw_8bit",
|
| 84 |
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"push_to_hub": true,
|
| 85 |
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"hub_model_id": "Demo-LoRA",
|
| 86 |
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"hub_private_repo": false,
|
| 87 |
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"neftune_noise_alpha": null,
|
| 88 |
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"project_name": null,
|
| 89 |
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"report_to_wandb": false,
|
| 90 |
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"wandb_api_key": null,
|
| 91 |
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"wandb_project": null,
|
| 92 |
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"wandb_entity": null
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| 93 |
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}
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