Training in progress, step 100
Browse files- adapter_config.json +26 -0
- adapter_model.safetensors +3 -0
- training_args.bin +3 -0
- training_config.json +86 -0
adapter_config.json
ADDED
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{
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"auto_mapping": null,
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"base_model_name_or_path": "mistralai/Mistral-7B-v0.1",
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"bias": "none",
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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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"layers_pattern": null,
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"layers_to_transform": null,
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"lora_alpha": 32,
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"lora_dropout": 0.1,
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 64,
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"revision": null,
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"target_modules": [
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"v_proj",
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"o_proj",
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"up_proj",
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"gate_proj",
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"down_proj",
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"k_proj",
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"q_proj"
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],
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"task_type": "CAUSAL_LM"
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:dda825c13ac7b2f848b970b524f518b6456014cb3e473ece417bae2eb6739174
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size 335605144
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training_args.bin
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:1a00d251b9e8778867a0be2ae762151214e219b14ed22e794563e9fffee1931b
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size 6264
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training_config.json
ADDED
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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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"local_rank": 1,
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"use_gradient_checkpointing": true,
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"trainer_key": "lm",
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"force_fp32": false,
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"force_fp16": false,
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"from_gptq": false,
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"huggingface_hub_token": null,
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"deepspeed_stage": 2,
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"deepspeed_config_path": null,
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"fsdp_strategy": "",
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"fsdp_offload": true,
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"seed": 42,
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"stabilize": true,
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"path_to_env_file": "./.env",
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"prepare_dataset": true,
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"lora_hub_model_id": null,
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"lora_model_local_path": null,
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"fused_model_local_path": null,
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"quantization_dataset_id": null,
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"quantization_max_samples": 1024,
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"quantized_model_path": "./quantized_model/",
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"quantized_hub_model_id": null,
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"quantized_hub_private_repo": null,
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"dataset_key": "desc2json",
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"train_local_path_to_data": "./train.jsonl",
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"eval_local_path_to_data": null,
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"shuffle": true,
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"max_eval_samples": 1000,
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"add_eval_to_train_if_no_path": false,
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"tokenizer_name_or_path": null,
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"tokenizer_use_fast": null,
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"tokenizer_padding_side": null,
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"collator_key": "completion",
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"max_length": 2048,
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"model_name_or_path": "mistralai/Mistral-7B-v0.1",
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"push_to_hub_bos_add_bos_token": false,
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"use_flash_attention_2": false,
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"trust_remote_code": true,
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"device_map": null,
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"prepare_model_for_kbit_training": true,
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"load_in_8bit": false,
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"load_in_4bit": true,
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"llm_int8_threshold": 6.0,
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"llm_int8_has_fp16_weight": true,
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"bnb_4bit_use_double_quant": true,
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"bnb_4bit_quant_type": "nf4",
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"bnb_quantize_after_model_init": false,
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"gptq_bits": 4,
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"gptq_group_size": 128,
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"gptq_disable_exllama": true,
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"apply_lora": true,
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"lora_rank": 64,
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"lora_alpha": 32,
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"lora_dropout": 0.1,
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"raw_lora_target_modules": "all",
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"output_dir": "./outputs/",
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"per_device_train_batch_size": 2,
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"do_eval": false,
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"per_device_eval_batch_size": null,
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"gradient_accumulation_steps": 4,
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"eval_accumulation_steps": null,
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"eval_delay": 0,
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"eval_steps": 1000,
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"warmup_steps": 100,
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"max_steps": 5000,
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"num_train_epochs": 3,
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"learning_rate": 0.0002,
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"max_grad_norm": 1.0,
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"weight_decay": 0.001,
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"label_smoothing_factor": 0.1,
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"logging_steps": 1,
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"save_steps": 100,
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"save_total_limit": 0,
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"optim": "paged_adamw_8bit",
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"push_to_hub": true,
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"hub_model_id": "BobaZooba/WGPT-LoRA",
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"hub_private_repo": false,
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"report_to_wandb": true,
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"wandb_api_key": null,
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"wandb_project": null,
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"wandb_entity": null
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}
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