Commit
•
7dc663f
1
Parent(s):
bebe50f
Create README.md
Browse files
README.md
ADDED
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
license: mit
|
3 |
+
---
|
4 |
+
|
5 |
+
**Base model:** [westlake-repl/SaProt_650M_AF2](https://huggingface.co/westlake-repl/SaProt_650M_AF2)
|
6 |
+
|
7 |
+
**Dataset:** [SaProtHub/Dataset-Fluorescence-TAPE](https://huggingface.co/datasets/SaProtHub/Dataset-Fluorescence-TAPE)
|
8 |
+
|
9 |
+
**Performance (on test set):** 0.697 Spearman's ρ
|
10 |
+
|
11 |
+
**LoRA config:**
|
12 |
+
- **r:** 8
|
13 |
+
- **lora_dropout:** 0
|
14 |
+
- **lora_alpha:** 8
|
15 |
+
- **target_modules:** ["query", "key", "value", "intermediate.dense", "output.dense"]
|
16 |
+
- **modules_to_save:** ["classifier"]
|
17 |
+
|
18 |
+
**Training config:**
|
19 |
+
|
20 |
+
- **optimizer:**
|
21 |
+
- **class:** AdamW
|
22 |
+
- **betas:** (0.9, 0.98)
|
23 |
+
- **weight_decay:** 0.01
|
24 |
+
- **learning rate:** 1e-4
|
25 |
+
- **epoch:** 50
|
26 |
+
- **batch size:** 64
|
27 |
+
- **precision:** 16-mixed
|