Update README.md

README.md

@@ -1,3 +1,32 @@
----
-license: cc-by-4.0
----
+---
+license: cc-by-4.0
+datasets:
+- openlifescienceai/medmcqa
+language:
+- en
+metrics:
+- accuracy
+library_name: mlx
+pipeline_tag: text-generation
+tags:
+- medical
+---
+
+LoRA finetune of Phi-3 on `aaditya/Llama3-OpenBioLLM-8B` generated answers to a subset of `openlifescienceai/medmcqa` questions using [LoRA4context](https://github.com/JosefAlbers/LoRA4contex) library.
+
+Usage:
+
+```python
+prompt = """A 55- year old diabetic patient presents with transient obscuration in vision for 2-3 days followed by sudden loss of vision. Which of the following would be the best test to evaluate the symptoms?
+A. Serum ACE levels
+B. Quantiferon-Gold TB test
+C. Elevated homocysteine levels
+D. Serum creatinine levels"""
+
+from huggingface_hub import HfApi, login, hf_hub_download, snapshot_download
+snapshot_download(repo_id='JosefAlbers/phi-3-usmle', repo_type="model", local_dir=".")
+
+from mlx_lm import load, generate
+model, tokenizer = load("mlx-community/Phi-3-mini-4k-instruct-4bit-no-q-embed", tokenizer_config={'eos_token':'<|end|>'}, adapter_path='adapters')
+generate(model, tokenizer, f"<|user|>\n{prompt}\n<|end|>\n<|assistant|>", max_tokens=500)
+```