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quantized_by: bartowski |
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pipeline_tag: text-generation |
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--- |
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## Llamacpp Quantizations of DIBT-Mistral-7B-QLoRA |
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Using <a href="https://github.com/ggerganov/llama.cpp/">llama.cpp</a> release <a href="https://github.com/ggerganov/llama.cpp/releases/tag/b2440">b2440</a> for quantization. |
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Original model: https://huggingface.co/Locutusque/DIBT-Mistral-7B-QLoRA |
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Download a file (not the whole branch) from below: |
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| Filename | Quant type | File Size | Description | |
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| -------- | ---------- | --------- | ----------- | |
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| [DIBT-Mistral-7B-QLoRA-Q8_0.gguf](https://huggingface.co/bartowski/DIBT-Mistral-7B-QLoRA-GGUF/blob/main/DIBT-Mistral-7B-QLoRA-Q8_0.gguf) | Q8_0 | 7.69GB | Extremely high quality, generally unneeded but max available quant. | |
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| [DIBT-Mistral-7B-QLoRA-Q6_K.gguf](https://huggingface.co/bartowski/DIBT-Mistral-7B-QLoRA-GGUF/blob/main/DIBT-Mistral-7B-QLoRA-Q6_K.gguf) | Q6_K | 5.94GB | Very high quality, near perfect, *recommended*. | |
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| [DIBT-Mistral-7B-QLoRA-Q5_K_M.gguf](https://huggingface.co/bartowski/DIBT-Mistral-7B-QLoRA-GGUF/blob/main/DIBT-Mistral-7B-QLoRA-Q5_K_M.gguf) | Q5_K_M | 5.13GB | High quality, very usable. | |
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| [DIBT-Mistral-7B-QLoRA-Q5_K_S.gguf](https://huggingface.co/bartowski/DIBT-Mistral-7B-QLoRA-GGUF/blob/main/DIBT-Mistral-7B-QLoRA-Q5_K_S.gguf) | Q5_K_S | 4.99GB | High quality, very usable. | |
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| [DIBT-Mistral-7B-QLoRA-Q5_0.gguf](https://huggingface.co/bartowski/DIBT-Mistral-7B-QLoRA-GGUF/blob/main/DIBT-Mistral-7B-QLoRA-Q5_0.gguf) | Q5_0 | 4.99GB | High quality, older format, generally not recommended. | |
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| [DIBT-Mistral-7B-QLoRA-Q4_K_M.gguf](https://huggingface.co/bartowski/DIBT-Mistral-7B-QLoRA-GGUF/blob/main/DIBT-Mistral-7B-QLoRA-Q4_K_M.gguf) | Q4_K_M | 4.36GB | Good quality, similar to 4.25 bpw. | |
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| [DIBT-Mistral-7B-QLoRA-Q4_K_S.gguf](https://huggingface.co/bartowski/DIBT-Mistral-7B-QLoRA-GGUF/blob/main/DIBT-Mistral-7B-QLoRA-Q4_K_S.gguf) | Q4_K_S | 4.14GB | Slightly lower quality with small space savings. | |
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| [DIBT-Mistral-7B-QLoRA-Q4_0.gguf](https://huggingface.co/bartowski/DIBT-Mistral-7B-QLoRA-GGUF/blob/main/DIBT-Mistral-7B-QLoRA-Q4_0.gguf) | Q4_0 | 4.10GB | Decent quality, older format, generally not recommended. | |
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| [DIBT-Mistral-7B-QLoRA-Q3_K_L.gguf](https://huggingface.co/bartowski/DIBT-Mistral-7B-QLoRA-GGUF/blob/main/DIBT-Mistral-7B-QLoRA-Q3_K_L.gguf) | Q3_K_L | 3.82GB | Lower quality but usable, good for low RAM availability. | |
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| [DIBT-Mistral-7B-QLoRA-Q3_K_M.gguf](https://huggingface.co/bartowski/DIBT-Mistral-7B-QLoRA-GGUF/blob/main/DIBT-Mistral-7B-QLoRA-Q3_K_M.gguf) | Q3_K_M | 3.51GB | Even lower quality. | |
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| [DIBT-Mistral-7B-QLoRA-Q3_K_S.gguf](https://huggingface.co/bartowski/DIBT-Mistral-7B-QLoRA-GGUF/blob/main/DIBT-Mistral-7B-QLoRA-Q3_K_S.gguf) | Q3_K_S | 3.16GB | Low quality, not recommended. | |
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| [DIBT-Mistral-7B-QLoRA-Q2_K.gguf](https://huggingface.co/bartowski/DIBT-Mistral-7B-QLoRA-GGUF/blob/main/DIBT-Mistral-7B-QLoRA-Q2_K.gguf) | Q2_K | 2.71GB | Extremely low quality, *not* recommended. |
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Want to support my work? Visit my ko-fi page here: https://ko-fi.com/bartowski |
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