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@@ -21,9 +21,9 @@ Calibration dataset is based on: <a href="https://huggingface.co/datasets/m-a-p/
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  | Branch | Bits | lm_head bits | Description |
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  | ----- | ---- | ------- | ------------ |
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- | [8_0](https://huggingface.co/Apel-sin/llama-3-sqlcoder-8B-exl2/tree/8_0) | Maximum quality that ExLlamaV2 can produce, near unquantized performance. |
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- | [6_5](https://huggingface.co/Apel-sin/llama-3-sqlcoder-8B-exl2/tree/6_5) | Very similar to 8.0, good tradeoff of size vs performance, **recommended**. |
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- | [5_5](https://huggingface.co/Apel-sin/llama-3-sqlcoder-8B-exl2/tree/5_5) | Slightly lower quality vs 6.5, but usable on 8GB cards. |
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  A capable language model for text to SQL generation for Postgres, Redshift and Snowflake that is on-par with the most capable generalist frontier models.
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  | Branch | Bits | lm_head bits | Description |
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  | ----- | ---- | ------- | ------------ |
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+ | [8_0](https://huggingface.co/Apel-sin/llama-3-sqlcoder-8B-exl2/tree/8_0) | 8.0 | 8.0 | Maximum quality that ExLlamaV2 can produce, near unquantized performance. |
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+ | [6_5](https://huggingface.co/Apel-sin/llama-3-sqlcoder-8B-exl2/tree/6_5) | 6.5 | 8.0 | Very similar to 8.0, good tradeoff of size vs performance, **recommended**. |
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+ | [5_5](https://huggingface.co/Apel-sin/llama-3-sqlcoder-8B-exl2/tree/5_5) | 5.5 | 8.0 | Slightly lower quality vs 6.5, but usable on 8GB cards. |
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  A capable language model for text to SQL generation for Postgres, Redshift and Snowflake that is on-par with the most capable generalist frontier models.
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