metadata
license: apache-2.0
language:
- en
pipeline_tag: text-generation
tags:
- llm
- ggml
GGML converted versions of Mosaic's MPT Models
CAUTION: MPT Development is still ongoing and not finished!
- Rust & Python: Rustformers implementation see here: Implement MPT Model
If these implementations are complete i will add instructions on how to run the models and update them if necesary!
Converted Models:
| Name | Based on | Type | Container |
|---|---|---|---|
| mpt-7b-f16.bin | mpt-7b | fp16 | GGML |
| mpt-7b-q4_0.bin | mpt-7b | int4 | GGML |
| mpt-7b-q4_0-ggjt.bin | mpt-7b | int4 | GGJT |
| mpt-7b-chat-f16.bin | mpt-7b-chat | fp16 | GGML |
| mpt-7b-chat-q4_0.bin | mpt-7b-chat | int4 | GGML |
| mpt-7b-chat-q4_0-ggjt.bin | mpt-7b-chat | int4 | GGJT |
| mpt-7b-instruct-f16.bin | mpt-7b-instruct | fp16 | GGML |
| mpt-7b-instruct-q4_0.bin | mpt-7b-instruct | int4 | GGML |
| mpt-7b-instruct-q4_0-ggjt.bin | mpt-7b-instruct | int4 | GGJT |
| mpt-7b-storywriter-f16.bin | mpt-7b-storywriter | fp16 | GGML |
| mpt-7b-storywriter-q4_0.bin | mpt-7b-storywriter | int4 | GGML |
| mpt-7b-storywriter-q4_0-ggjt.bin | 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"