---
base_model: westlake-repl/SaProt_35M_AF2
library_name: peft
---

# Base model: [westlake-repl/SaProt_35M_AF2](https://huggingface.co/westlake-repl/SaProt_35M_AF2)

# Model Card for Model ID

<!-- Provide a quick summary of what the model is/does. -->
AVIDa-hIL6 is an antigen-variable domain of heavy chain of heavy chain antibody (VHH) interaction dataset
produced from an alpaca immunized with the human interleukin-6 (IL-6) protein. This model is used to predict
interaction between AVIDa-hIL6 and IL-6 protein.


### Task type
protein-protein pair classification

### Dataset description
The dataset is from [AVIDa-hIL6](https://cognanous.com/datasets/avida-hil6),
which contains 573,891 antigen-VHH pairs with amino acid sequences.

Binary label represented by 1 for the binding pair and 0 for the non-binding pair.

### Model input type
Amino acid sequence pair

### Performance
test_acc: 0.99

### LoRA config
lora_dropout: 0.0

lora_alpha: 16

target_modules: ["query", "key", "value", "intermediate.dense", "output.dense"]

modules_to_save: ["classifier"]

### Training config
class: AdamW

betas: (0.9, 0.98)

weight_decay: 0.01

learning rate: 1e-4

epoch: 10

batch size: 280

precision: 16-mixed