File size: 3,740 Bytes
a542899 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 |
{
"model_type": "solar-10-7b-instruct-v1",
"model_id_or_path": "upstage/SOLAR-10.7B-Instruct-v1.0",
"model_revision": "master",
"model_cache_dir": "/mnt/cachenew/yangzekang/pretrained/upstage/SOLAR-10.7B-Instruct-v1.0",
"sft_type": "lora",
"freeze_parameters": 0.0,
"additional_trainable_parameters": [],
"tuner_backend": "swift",
"template_type": "llama",
"output_dir": "/mnt/cachenew/yangzekang/wsdm_lym/swift_wsdm/output/solar-10-7b-instruct-v1/v16-20240206-224659",
"add_output_dir_suffix": true,
"ddp_backend": "nccl",
"seed": 42,
"resume_from_checkpoint": null,
"dtype": "fp16",
"dataset": [
"_custom_dataset"
],
"dataset_seed": 42,
"dataset_test_ratio": 0.01,
"train_dataset_sample": -1,
"val_dataset_sample": null,
"system": "You are a helpful, respectful and honest assistant. Always answer as helpfully as possible, while being safe. Your answers should not include any harmful, unethical, racist, sexist, toxic, dangerous, or illegal content. Please ensure that your responses are socially unbiased and positive in nature.\n\nIf a question does not make any sense, or is not factually coherent, explain why instead of answering something not correct. If you don't know the answer to a question, please don't share false information.",
"max_length": 3072,
"truncation_strategy": "delete",
"check_dataset_strategy": "warning",
"custom_train_dataset_path": [
"/mnt/cachenew/yangzekang/wsdm_lym/swift_wsdm/data/wsdm/model/pseudo/phase_1/infer_result_20240206-182534/release_train_data.json"
],
"custom_val_dataset_path": [],
"self_cognition_sample": 0,
"model_name": [
null,
null
],
"model_author": [
null,
null
],
"quantization_bit": 0,
"bnb_4bit_comp_dtype": "fp16",
"bnb_4bit_quant_type": "nf4",
"bnb_4bit_use_double_quant": true,
"lora_target_modules": [
"v_proj",
"k_proj",
"gate_proj",
"q_proj",
"o_proj",
"down_proj",
"up_proj"
],
"lora_rank": 8,
"lora_alpha": 16,
"lora_dropout_p": 0.05,
"lora_bias_trainable": "none",
"lora_modules_to_save": [],
"lora_dtype": "fp32",
"neftune_alpha": 0.0,
"gradient_checkpointing": true,
"deepspeed_config_path": null,
"batch_size": 1,
"eval_batch_size": 1,
"num_train_epochs": 4,
"max_steps": -1,
"optim": "adamw_torch",
"adam_beta1": 0.9,
"adam_beta2": 0.999,
"learning_rate": 0.0001,
"weight_decay": 0.01,
"gradient_accumulation_steps": 8,
"max_grad_norm": 0.5,
"predict_with_generate": false,
"lr_scheduler_type": "linear",
"warmup_ratio": 0.03,
"eval_steps": 1700,
"save_steps": 1700,
"save_only_model": true,
"save_total_limit": null,
"logging_steps": 100,
"dataloader_num_workers": 1,
"push_to_hub": false,
"hub_model_id": "solar-10-7b-instruct-v1-lora",
"hub_private_repo": true,
"push_hub_strategy": "push_best",
"hub_token": null,
"test_oom_error": false,
"disable_tqdm": false,
"lazy_tokenize": false,
"preprocess_num_proc": 1,
"use_flash_attn": null,
"ignore_args_error": false,
"check_model_is_latest": false,
"logging_dir": "/mnt/cachenew/yangzekang/wsdm_lym/swift_wsdm/output/solar-10-7b-instruct-v1/v16-20240206-224659/runs",
"report_to": [
"all"
],
"acc_strategy": "token",
"save_on_each_node": true,
"save_strategy": "steps",
"save_safetensors": true,
"max_new_tokens": 2048,
"do_sample": true,
"temperature": 0.3,
"top_k": 20,
"top_p": 0.7,
"repetition_penalty": 1.05,
"num_beams": 1,
"only_save_model": true,
"torch_dtype": "torch.float16",
"fp16": true,
"bf16": false,
"bnb_4bit_compute_dtype": "torch.float16",
"load_in_4bit": false,
"load_in_8bit": false,
"train_sampler_random": true,
"deepspeed": null
} |