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@@ -27,18 +27,22 @@ MPT-7B is part of the family of MosaicPretrainedTransformer (MPT) models, which
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  | [mpt-7b-chat-f16.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-chat-f16.bin) | [mosaicml/mpt-7b-chat](https://huggingface.co/mosaicml/mpt-7b-chat) | F16 | GGML | V3 |
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  | [mpt-7b-chat-q4_0.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-chat-q4_0.bin) | [mosaicml/mpt-7b-chat](https://huggingface.co/mosaicml/mpt-7b-chat) | Q4_0 | GGML | V3 |
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  | [mpt-7b-chat-q4_0-ggjt.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-chat-q4_0-ggjt.bin) | [mosaicml/mpt-7b-chat](https://huggingface.co/mosaicml/mpt-7b-chat) | Q4_0 | GGJT | V3 |
 
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  | [mpt-7b-chat-q5_1-ggjt.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-chat-q5_1-ggjt.bin) | [mosaicml/mpt-7b-chat](https://huggingface.co/mosaicml/mpt-7b-chat) | Q5_1 | GGJT | V3 |
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  | [mpt-7b-f16.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-f16.bin) | [mosaicml/mpt-7b](https://huggingface.co/mosaicml/mpt-7b) | F16 | GGML | V3 |
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  | [mpt-7b-instruct-f16.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-instruct-f16.bin) | [mosaicml/mpt-7b-instruct](https://huggingface.co/mosaicml/mpt-7b-instruct) | F16 | GGML | V3 |
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  | [mpt-7b-instruct-q4_0.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-instruct-q4_0.bin) | [mosaicml/mpt-7b-instruct](https://huggingface.co/mosaicml/mpt-7b-instruct) | Q4_0 | GGML | V3 |
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  | [mpt-7b-instruct-q4_0-ggjt.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-instruct-q4_0-ggjt.bin) | [mosaicml/mpt-7b-instruct](https://huggingface.co/mosaicml/mpt-7b-instruct) | Q4_0 | GGJT | V3 |
 
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  | [mpt-7b-instruct-q5_1-ggjt.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-instruct-q5_1-ggjt.bin) | [mosaicml/mpt-7b-instruct](https://huggingface.co/mosaicml/mpt-7b-instruct) | Q5_1 | GGJT | V3 |
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  | [mpt-7b-q4_0.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-q4_0.bin) | [mosaicml/mpt-7b](https://huggingface.co/mosaicml/mpt-7b) | Q4_0 | GGML | V3 |
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  | [mpt-7b-q4_0-ggjt.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-q4_0-ggjt.bin) | [mosaicml/mpt-7b](https://huggingface.co/mosaicml/mpt-7b) | Q4_0 | GGJT | V3 |
 
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  | [mpt-7b-q5_1-ggjt.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-q5_1-ggjt.bin) | [mosaicml/mpt-7b](https://huggingface.co/mosaicml/mpt-7b) | Q5_1 | GGJT | V3 |
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  | [mpt-7b-storywriter-f16.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-storywriter-f16.bin) | [mosaicml/mpt-7b-storywriter](https://huggingface.co/mosaicml/mpt-7b-storywriter) | F16 | GGML | V3 |
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  | [mpt-7b-storywriter-q4_0.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-storywriter-q4_0.bin) | [mosaicml/mpt-7b-storywriter](https://huggingface.co/mosaicml/mpt-7b-storywriter) | Q4_0 | GGML | V3 |
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  | [mpt-7b-storywriter-q4_0-ggjt.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-storywriter-q4_0-ggjt.bin) | [mosaicml/mpt-7b-storywriter](https://huggingface.co/mosaicml/mpt-7b-storywriter) | Q4_0 | GGJT | V3 |
 
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  | [mpt-7b-storywriter-q5_1-ggjt.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-storywriter-q5_1-ggjt.bin) | [mosaicml/mpt-7b-storywriter](https://huggingface.co/mosaicml/mpt-7b-storywriter) | Q5_1 | GGJT | V3 |
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  ⚠️Caution⚠️: mpt-7b-storywriter is still under development!
 
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  | [mpt-7b-chat-f16.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-chat-f16.bin) | [mosaicml/mpt-7b-chat](https://huggingface.co/mosaicml/mpt-7b-chat) | F16 | GGML | V3 |
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  | [mpt-7b-chat-q4_0.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-chat-q4_0.bin) | [mosaicml/mpt-7b-chat](https://huggingface.co/mosaicml/mpt-7b-chat) | Q4_0 | GGML | V3 |
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  | [mpt-7b-chat-q4_0-ggjt.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-chat-q4_0-ggjt.bin) | [mosaicml/mpt-7b-chat](https://huggingface.co/mosaicml/mpt-7b-chat) | Q4_0 | GGJT | V3 |
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+ | [mpt-7b-chat-q5_1.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-chat-q5_1.bin) | [mosaicml/mpt-7b-chat](https://huggingface.co/mosaicml/mpt-7b-chat) | Q5_1 | GGML | V3 |
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  | [mpt-7b-chat-q5_1-ggjt.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-chat-q5_1-ggjt.bin) | [mosaicml/mpt-7b-chat](https://huggingface.co/mosaicml/mpt-7b-chat) | Q5_1 | GGJT | V3 |
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  | [mpt-7b-f16.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-f16.bin) | [mosaicml/mpt-7b](https://huggingface.co/mosaicml/mpt-7b) | F16 | GGML | V3 |
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  | [mpt-7b-instruct-f16.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-instruct-f16.bin) | [mosaicml/mpt-7b-instruct](https://huggingface.co/mosaicml/mpt-7b-instruct) | F16 | GGML | V3 |
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  | [mpt-7b-instruct-q4_0.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-instruct-q4_0.bin) | [mosaicml/mpt-7b-instruct](https://huggingface.co/mosaicml/mpt-7b-instruct) | Q4_0 | GGML | V3 |
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  | [mpt-7b-instruct-q4_0-ggjt.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-instruct-q4_0-ggjt.bin) | [mosaicml/mpt-7b-instruct](https://huggingface.co/mosaicml/mpt-7b-instruct) | Q4_0 | GGJT | V3 |
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+ | [mpt-7b-instruct-q5_1.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-instruct-q5_1.bin) | [mosaicml/mpt-7b-instruct](https://huggingface.co/mosaicml/mpt-7b-instruct) | Q5_1 | GGML | V3 |
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  | [mpt-7b-instruct-q5_1-ggjt.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-instruct-q5_1-ggjt.bin) | [mosaicml/mpt-7b-instruct](https://huggingface.co/mosaicml/mpt-7b-instruct) | Q5_1 | GGJT | V3 |
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  | [mpt-7b-q4_0.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-q4_0.bin) | [mosaicml/mpt-7b](https://huggingface.co/mosaicml/mpt-7b) | Q4_0 | GGML | V3 |
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  | [mpt-7b-q4_0-ggjt.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-q4_0-ggjt.bin) | [mosaicml/mpt-7b](https://huggingface.co/mosaicml/mpt-7b) | Q4_0 | GGJT | V3 |
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+ | [mpt-7b-q5_1.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-q5_1.bin) | [mosaicml/mpt-7b](https://huggingface.co/mosaicml/mpt-7b) | Q5_1 | GGML | V3 |
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  | [mpt-7b-q5_1-ggjt.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-q5_1-ggjt.bin) | [mosaicml/mpt-7b](https://huggingface.co/mosaicml/mpt-7b) | Q5_1 | GGJT | V3 |
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  | [mpt-7b-storywriter-f16.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-storywriter-f16.bin) | [mosaicml/mpt-7b-storywriter](https://huggingface.co/mosaicml/mpt-7b-storywriter) | F16 | GGML | V3 |
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  | [mpt-7b-storywriter-q4_0.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-storywriter-q4_0.bin) | [mosaicml/mpt-7b-storywriter](https://huggingface.co/mosaicml/mpt-7b-storywriter) | Q4_0 | GGML | V3 |
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  | [mpt-7b-storywriter-q4_0-ggjt.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-storywriter-q4_0-ggjt.bin) | [mosaicml/mpt-7b-storywriter](https://huggingface.co/mosaicml/mpt-7b-storywriter) | Q4_0 | GGJT | V3 |
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+ | [mpt-7b-storywriter-q5_1.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-storywriter-q5_1.bin) | [mosaicml/mpt-7b-storywriter](https://huggingface.co/mosaicml/mpt-7b-storywriter) | Q5_1 | GGML | V3 |
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  | [mpt-7b-storywriter-q5_1-ggjt.bin](https://huggingface.co/rustformers/mpt-7b-ggml/blob/main/mpt-7b-storywriter-q5_1-ggjt.bin) | [mosaicml/mpt-7b-storywriter](https://huggingface.co/mosaicml/mpt-7b-storywriter) | Q5_1 | GGJT | V3 |
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  ⚠️Caution⚠️: mpt-7b-storywriter is still under development!