Model Card for Model-Demo-ESMC-300M

Base model

[EvolutionaryScale/esmc-300m-2024-12]

Task description

this is for protein regression

Label meaning

it is a number from 0-1

Task type

Protein-level Regression

Model input type

AA Sequence

LoRA config

• r: 8
• lora_dropout: 0.0
• lora_alpha: 16
• target_modules: ['ffn.1', 'ffn.3', 'out_proj', 'layernorm_qkv.1']
• modules_to_save: ['classifier']

Training config

• optimizer:
  • class: AdamW
  • betas: (0.9, 0.98)
  • weight_decay: 0.01
• learning rate: 0.0001
• epoch: 1
• batch size: 32
• precision: 16-mixed