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  # GGML converted versions of [Mosaic's](https://huggingface.co/mosaicml) MPT Models
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  ## Converted Models:
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  | Name | Based on | Type | Container |
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  |-|-|-|-|
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  ### Python via [llm-rs](https://github.com/LLukas22/llm-rs-python):
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  #### Installation
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- Via pip: `pip install llm-rs huggingface_hub`
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  #### Run inference
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  ```python
 
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  # GGML converted versions of [Mosaic's](https://huggingface.co/mosaicml) MPT Models
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+ MPT-7B is a decoder-style transformer pretrained from scratch on 1T tokens of English text and code.
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+ This model was trained by [MosaicML](https://www.mosaicml.com).
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+ MPT-7B is part of the family of MosaicPretrainedTransformer (MPT) models, which use a modified transformer architecture optimized for efficient training and inference.
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  ## Converted Models:
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  | Name | Based on | Type | Container |
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  |-|-|-|-|
 
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  ### Python via [llm-rs](https://github.com/LLukas22/llm-rs-python):
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  #### Installation
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+ Via pip: `pip install llm-rs`
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  #### Run inference
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  ```python