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Parameter Interpretation

1. Training Recipe

  • common

2. LLM and Template

llm_name_or_path llm_type conv_version (finetune)
microsoft/phi-2 phi phi
microsoft/Phi-3-mini-128k-instruct phi3 phi3
meta-llama/Llama-3.2-3B-Instruct llama3 llama3
Qwen/Qwen2.5-3B-Instruct qwen2 qwen2
  • tune_type_llm: frozen, lora, full

3. Encoder and Connector (image)

encoder_image_name_or_path encoder_image_type
openai/clip-vit-large-patch14-336 clip
google/siglip-so400m-patch14-384 siglip
  • tune_type_encoder_image: frozen, full
connector_image_name connector_image_type
mlp2x_gelu mlp
  • tune_type_connector_image: frozen, full

4. Encoder and Connector (image3d)

encoder_image3d_name_or_path encoder_image3d_type
GoodBaiBai88/M3D-CLIP m3dclip
shiym2000/MedM-CLIP-CT medmclip
  • tune_type_encoder_image3d: frozen, full
connector_image3d_name connector_image3d_type
mlp2x_gelu mlp
mlp2x_gelu spatial_pooling
mlp2x_gelu attn_pooling
  • tune_type_connector_image3d: frozen, full