Upload README.md with huggingface_hub
Browse files
README.md
ADDED
|
@@ -0,0 +1,20 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
# DermatoLLama Adapter checkpoint: 200k
|
| 3 |
+
|
| 4 |
+
This is a LoRA adapter for Llama 3.2-11B Vision-Language Model.
|
| 5 |
+
|
| 6 |
+
## Usage
|
| 7 |
+
|
| 8 |
+
```python
|
| 9 |
+
from transformers import MllamaForConditionalGeneration, AutoProcessor
|
| 10 |
+
from peft import PeftModel
|
| 11 |
+
|
| 12 |
+
# Load base model
|
| 13 |
+
base_model_name = "meta-llama/Llama-3.2-11B-Vision-Instruct"
|
| 14 |
+
model = MllamaForConditionalGeneration.from_pretrained(base_model_name)
|
| 15 |
+
processor = AutoProcessor.from_pretrained(base_model_name)
|
| 16 |
+
|
| 17 |
+
# Load LoRA adapter
|
| 18 |
+
adapter_path = "DermaVLM/DermatoLLama-200k"
|
| 19 |
+
model = PeftModel.from_pretrained(model, adapter_path)
|
| 20 |
+
```
|