Update README.md

README.md

@@ -13,8 +13,7 @@ tags:
 
 
 ## CAUTION: MPT Development is still ongoing and not finished! 
-- GGML implementation see here: [Replit + MPT](https://github.com/ggerganov/ggml/pull/145)
-- Rustformers implementation see here: [Implement MPT Model](https://github.com/rustformers/llm/pull/218)
+- Rust & Python: Rustformers implementation see here: [Implement MPT Model](https://github.com/rustformers/llm/pull/218)
 
 If these implementations are complete i will add instructions on how to run the models and update them if necesary!
 
@@ -32,4 +31,28 @@ If these implementations are complete i will add instructions on how to run the
 | [mpt-7b-instruct-q4_0-ggjt.bin](https://huggingface.co/LLukas22/mpt-7b-ggml/blob/main/mpt-7b-instruct-q4_0-ggjt.bin) |  [mpt-7b-instruct](https://huggingface.co/mosaicml/mpt-7b-instruct) | int4 | GGJT |
 | [mpt-7b-storywriter-f16.bin](https://huggingface.co/LLukas22/mpt-7b-ggml/blob/main/mpt-7b-f16.bin) |  [mpt-7b-storywriter](https://huggingface.co/mosaicml/mpt-7b-storywriter) | fp16 | GGML | 
 | [mpt-7b-storywriter-q4_0-ggjt.bin](https://huggingface.co/LLukas22/mpt-7b-ggml/blob/main/mpt-7b-storywriter-q4_0-ggjt.bin) |  [mpt-7b-storywriter](https://huggingface.co/mosaicml/mpt-7b-storywriter) | int4 | GGJT |
- 
+
+
+ ## Usage 
+
+###  Rust & Python: 
+#### TBD See above!
+
+ ### Via GGML
+ The `GGML` example only supports the ggml container type!
+
+ ##### Installation
+
+```
+git clone https://github.com/ggerganov/ggml
+cd ggml
+mkdir build && cd build
+cmake ..
+make -j4 mpt
+```
+
+#### Run inference
+
+```
+./bin/mpt -m path/to/model.bin -p "The meaning of life is"
+```