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---
license: mit
---
**Base model:** [westlake-repl/SaProt_650M_AF2](https://huggingface.co/westlake-repl/SaProt_650M_AF2)
**Task type:** protein-level classification
**Label meaning:** Label corresponds to the structural class of given protein and includes 3,042 categories. This task is built on the SCOP database.
**Dataset:** [SaProtHub/Dataset-Structural_Class-ProteinShake](https://huggingface.co/datasets/SaProtHub/Dataset-Structural_Class-ProteinShake)
**Model input type:** SA(Structure-aware) sequence
**Performance (on test set):** 80.16% Accuracy
**LoRA config:**
- **r:** 8
- **lora_dropout:** 0
- **lora_alpha:** 16
- **target_modules:** ["query", "key", "value", "intermediate.dense", "output.dense"]
- **modules_to_save:** ["classifier"]
**Training config:**
- **optimizer:**
- **class:** AdamW
- **betas:** (0.9, 0.98)
- **weight_decay:** 0.01
- **learning rate:** 5e-4
- **epoch:** 100
- **batch size:** 64
- **precision:** 16-mixed |