adapter_config.json

{
  "adapter_emb_size": 512,
  "adaptive_ratio": 0.01,
  "adaptive_ratio_decay": 1.001,
  "allow_empty_lora": true,
  "allow_negative_weights": false,
  "auto_mapping": null,
  "base_model_name_or_path": "mistralai/Mistral-7B-v0.1",
  "bias": "none",
  "dynamic_adapter_pool": true,
  "enable_lora": null,
  "fan_in_fan_out": false,
  "inference_mode": true,
  "input_based_adapter_selection": true,
  "insert_zero_lora": false,
  "layer_to_lora": [],
  "lora_alpha": 16,
  "lora_dropout": 0.05,
  "lora_lm_head": true,
  "merge_weights": false,
  "modules_to_save": null,
  "number_of_adapter_pre_layer": 3,
  "ot_diversified_dispatcher": false,
  "peft_type": "FORZEN_MA_LORA",
  "pool_selective_inference": true,
  "pool_selective_training": true,
  "pretrain_adapter_list": "./trained_adapter_mis2.txt",
  "r": 16,
  "random_ratio": 1.0,
  "random_ratio_decay": 0.999,
  "random_routing": false,
  "random_routing_inference": false,
  "scaling_ratio": 0.01,
  "scaling_ratio_decay": 1.001,
  "selective_num": 3,
  "simple_hidden_matching": true,
  "simple_instance_matching": true,
  "target_modules": [
    "up_proj",
    "v_proj",
    "down_proj",
    "gate_proj",
    "q_proj",
    "o_proj",
    "k_proj",
    "lm_head"
  ],
  "task_type": "CAUSAL_LM",
  "train_lm_head": true
}