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phi3_5_mini_lora_chemical_eng

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phi3_5_mini_lora_chemical_eng
File size: 2,179 Bytes 
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{
  "alpha_pattern": {},
  "auto_mapping": null,
  "base_model_name_or_path": "microsoft/Phi-3.5-mini-instruct",
  "bias": "none",
  "fan_in_fan_out": false,
  "inference_mode": true,
  "init_lora_weights": true,
  "layer_replication": null,
  "layers_pattern": null,
  "layers_to_transform": null,
  "loftq_config": {},
  "lora_alpha": 32,
  "lora_dropout": 0.05,
  "megatron_config": null,
  "megatron_core": "megatron.core",
  "modules_to_save": null,
  "peft_type": "LORA",
  "r": 32,
  "rank_pattern": {},
  "revision": null,
  "target_modules": [
    "model.layers.0.mlp.gate_up_proj",
    "model.layers.9.self_attn.o_proj",
    "model.layers.1.self_attn.qkv_proj",
    "model.layers.0.self_attn.o_proj",
    "model.layers.0.mlp.down_proj",
    "model.layers.4.mlp.down_proj",
    "model.layers.8.mlp.down_proj",
    "model.layers.2.mlp.gate_up_proj",
    "model.layers.8.mlp.gate_up_proj",
    "model.layers.7.mlp.down_proj",
    "model.layers.7.mlp.gate_up_proj",
    "model.layers.8.self_attn.o_proj",
    "model.layers.3.self_attn.qkv_proj",
    "model.layers.2.self_attn.qkv_proj",
    "model.layers.3.self_attn.o_proj",
    "model.layers.5.self_attn.o_proj",
    "model.layers.3.mlp.gate_up_proj",
    "model.layers.4.self_attn.o_proj",
    "model.layers.0.self_attn.qkv_proj",
    "model.layers.1.mlp.down_proj",
    "model.layers.6.self_attn.o_proj",
    "model.layers.2.mlp.down_proj",
    "model.layers.6.mlp.gate_up_proj",
    "model.layers.6.mlp.down_proj",
    "model.layers.7.self_attn.qkv_proj",
    "model.layers.1.mlp.gate_up_proj",
    "model.layers.7.self_attn.o_proj",
    "model.layers.6.self_attn.qkv_proj",
    "model.layers.4.mlp.gate_up_proj",
    "model.layers.9.self_attn.qkv_proj",
    "model.layers.8.self_attn.qkv_proj",
    "model.layers.3.mlp.down_proj",
    "model.layers.1.self_attn.o_proj",
    "model.layers.4.self_attn.qkv_proj",
    "model.layers.2.self_attn.o_proj",
    "model.layers.9.mlp.gate_up_proj",
    "model.layers.5.self_attn.qkv_proj",
    "model.layers.5.mlp.down_proj",
    "model.layers.5.mlp.gate_up_proj",
    "model.layers.9.mlp.down_proj"
  ],
  "task_type": "CAUSAL_LM",
  "use_dora": false,
  "use_rslora": false
}