Update README.md

README.md

@@ -1,3 +1,20 @@
----
-license: mit
----
+---
+license: mit
+library_name: unity-sentis
+---
+
+This is a work-in-progress attempt to use a Phi-3 model with Unity Sentis.
+
+It's the [microsoft/Phi-3-mini-4k-instruct](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct) model converted to .onnx via optimum:
+
+```
+from optimum.onnxruntime import ORTModelForCausalLM
+
+model_id = "microsoft/Phi-3-mini-4k-instruct"
+model = ORTModelForCausalLM.from_pretrained(model_id, use_cache = False, use_io_binding=False, export=True, trust_remote_code=True, cache_dir=".")
+model.save_pretrained("phi3_onnx_no_cache/")
+```
+
+Then quantized to a Uint8 .sentis model file using Sentis v1.6.0-pre.1
+
+Usage will be possible with the [com.doji.transformers](https://github.com/julienkay/com.doji.transformers) library, but support for LLMs is not officially released yet.