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--- |
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license: apache-2.0 |
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language: |
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- en |
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pipeline_tag: text-generation |
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tags: |
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- llm |
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- ggml |
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--- |
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# GGML converted versions of [Mosaic's](https://huggingface.co/mosaicml) MPT Models |
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## CAUTION: MPT Development is still ongoing and not finished! |
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- Rust & Python: Rustformers implementation see here: [Implement MPT Model](https://github.com/rustformers/llm/pull/218) |
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If these implementations are complete i will add instructions on how to run the models and update them if necesary! |
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## Converted Models: |
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| Name | Based on | Type | Container | |
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| [mpt-7b-f16.bin](https://huggingface.co/LLukas22/mpt-7b-ggml/blob/main/mpt-7b-f16.bin) | [mpt-7b](https://huggingface.co/mosaicml/mpt-7b) | fp16 | GGML | |
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| [mpt-7b-q4_0.bin](https://huggingface.co/LLukas22/mpt-7b-ggml/blob/main/mpt-7b-q4_0.bin) | [mpt-7b](https://huggingface.co/mosaicml/mpt-7b) | int4 | GGML | |
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| [mpt-7b-q4_0-ggjt.bin](https://huggingface.co/LLukas22/mpt-7b-ggml/blob/main/mpt-7b-q4_0-ggjt.bin) | [mpt-7b](https://huggingface.co/mosaicml/mpt-7b) | int4 | GGJT | |
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| [mpt-7b-chat-f16.bin](https://huggingface.co/LLukas22/mpt-7b-ggml/blob/main/mpt-7b-chat-f16.bin) | [mpt-7b-chat](https://huggingface.co/mosaicml/mpt-7b-chat) | fp16 | GGML | |
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| [mpt-7b-chat-q4_0.bin](https://huggingface.co/LLukas22/mpt-7b-ggml/blob/main/mpt-7b-chat-q4_0.bin) | [mpt-7b-chat](https://huggingface.co/mosaicml/mpt-7b-chat) | int4 | GGML | |
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| [mpt-7b-chat-q4_0-ggjt.bin](https://huggingface.co/LLukas22/mpt-7b-ggml/blob/main/mpt-7b-chat-q4_0-ggj.bin) | [mpt-7b-chat](https://huggingface.co/mosaicml/mpt-7b-chat) | int4 | GGJT | |
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| [mpt-7b-instruct-f16.bin](https://huggingface.co/LLukas22/mpt-7b-ggml/blob/main/mpt-7b-instruct-f16.bin) | [mpt-7b-instruct](https://huggingface.co/mosaicml/mpt-7b-instruct) | fp16 | GGML | |
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| [mpt-7b-instruct-q4_0.bin](https://huggingface.co/LLukas22/mpt-7b-ggml/blob/main/mpt-7b-instruct-q4_0.bin) | [mpt-7b-instruct](https://huggingface.co/mosaicml/mpt-7b-instruct) | int4 | GGML | |
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| [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 | |
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| [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 | |
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| [mpt-7b-storywriter-q4_0.bin](https://huggingface.co/LLukas22/mpt-7b-ggml/blob/main/mpt-7b-storywriter-q4_0.bin) | [mpt-7b-storywriter](https://huggingface.co/mosaicml/mpt-7b-storywriter) | int4 | GGML | |
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| [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 | |
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## Usage |
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### Rust & Python: |
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#### TBD See above! |
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### Via GGML |
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The `GGML` example only supports the ggml container type! |
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##### Installation |
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``` |
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git clone https://github.com/ggerganov/ggml |
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cd ggml |
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mkdir build && cd build |
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cmake .. |
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make -j4 mpt |
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``` |
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##### Run inference |
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``` |
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./bin/mpt -m path/to/model.bin -p "The meaning of life is" |
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``` |
