---

base_model: Rostlab/prot_bert 

library_name: peft

---



# Model Card for Model-Demo-420M
## Base model

[Rostlab/prot_bert](https://huggingface.co/Rostlab/prot_bert)

## Task description

test

## Label meaning

test



## Task type
Protein-level Classification

## Model input type
AA Sequence

## LoRA config

- **r:** 8
- **lora_dropout:** 0.0
- **lora_alpha:** 16
- **target_modules:** ['value', 'output.dense', 'key', 'intermediate.dense', 'query']
- **modules_to_save:** ['classifier']

## Training config

- **optimizer:**
  - **class:** AdamW
  - **betas:** (0.9, 0.98)
  - **weight_decay:** 0.01
- **learning rate:** 0.0005
- **epoch:** 5
- **batch size:** 8
- **precision:** 16-mixed