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README.md
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@@ -23,12 +23,12 @@ This repo is the result of converting to GGML and quantising.
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## Provided files
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| Name | Quant method | Bits | Size | RAM required | Use case |
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| ---- | ---- | ---- | ---- | ---- | ----- |
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`mpt7b-
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`mpt7b-
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`mpt7b-
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`mpt7b-
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`mpt7b-
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`mpt7b-
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## Compatibilty
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@@ -49,12 +49,11 @@ mkdir build
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cd build
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cmake ..
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cmake --build . --config Release
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bin/mpt -m /path/to/mpt7b-
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```
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Please see the ggml repo for other build options.
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-
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# Original model card: MPT-7B-Instruct
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## Provided files
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| Name | Quant method | Bits | Size | RAM required | Use case |
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| ---- | ---- | ---- | ---- | ---- | ----- |
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`mpt7b-instruct.ggmlv2.q4_0.bin` | q4_0 | 4bit | 4.21GB | 7.0GB | 4-bit. |
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`mpt7b-instruct.ggmlv2.q4_1.bin` | q4_0 | 4bit | 4.63GB | 7.5GB | 4-bit. Higher accuracy than q4_0 but not as high as q5_0. However has quicker inference than q5 models. |
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`mpt7b-instruct.ggmlv2.q5_0.bin` | q5_0 | 5bit | 4.63GB | 7.5GB | 5-bit. Higher accuracy, higher resource usage and slower inference. |
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`mpt7b-instruct.ggmlv2.q5_1.bin` | q5_1 | 5bit | 5.06GB | 7.5GB | 5-bit. Even higher accuracy, and higher resource usage and slower inference. |
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`mpt7b-instruct.ggmlv2.q8_0.bin` | q8_0 | 8bit | 7.58GB | 9.0GB | 8-bit. Almost indistinguishable from float16. Huge resource use and slow. Not recommended for normal use. |
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`mpt7b-instruct.ggmlv2.fp16.bin` | fp16 | 16bit | GB | GB | Full 16-bit. |
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## Compatibilty
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cd build
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cmake ..
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cmake --build . --config Release
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bin/mpt -m /path/to/mpt7b-instruct.ggmlv2.q4_0.bin -t 8 -n 512 -p "Write a story about llamas"
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```
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Please see the ggml repo for other build options.
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# Original model card: MPT-7B-Instruct
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