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README.md
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@@ -9,22 +9,6 @@ This is a quantized version of h2oai/h2ogpt-4096-llama2-13b-chat, formatted in G
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| q8_0 | 8 | Original quant method, 8-bit. |
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### Currently in conversion
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| Format | Bits | Use case |
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| q3_K_L | 3 | New k-quant method. Uses GGML_TYPE_Q5_K for the attention.wv, attention.wo, and feed_forward.w2 tensors, else GGML_TYPE_Q3_K |
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| q3_K_M | 3 | New k-quant method. Uses GGML_TYPE_Q4_K for the attention.wv, attention.wo, and feed_forward.w2 tensors, else GGML_TYPE_Q3_K |
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| q3_K_S | 3 | New k-quant method. Uses GGML_TYPE_Q3_K for all tensors |
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| q4_0 | 4 | Original quant method, 4-bit. |
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| q4_1 | 4 | Original quant method, 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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| q4_K_M | 4 | New k-quant method. Uses GGML_TYPE_Q6_K for half of the attention.wv and feed_forward.w2 tensors, else GGML_TYPE_Q4_K |
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| q4_K_S | 4 | New k-quant method. Uses GGML_TYPE_Q4_K for all tensors |
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| q5_0 | 5 | Original quant method, 5-bit. Higher accuracy, higher resource usage and slower inference. |
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| q5_1 | 5 | Original quant method, 5-bit. Even higher accuracy, resource usage and slower inference. |
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| q5_K_M | 5 | New k-quant method. Uses GGML_TYPE_Q6_K for half of the attention.wv and feed_forward.w2 tensors, else GGML_TYPE_Q5_K |
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| q5_K_S | 5 | New k-quant method. Uses GGML_TYPE_Q5_K for all tensors |
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| q6_K | 6 | New k-quant method. Uses GGML_TYPE_Q8_K for all tensors - 6-bit quantization |
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# Original Model Card
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h2oGPT clone of [Meta's Llama 2 13B Chat](https://huggingface.co/meta-llama/Llama-2-13b-chat-hf).
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| q8_0 | 8 | Original quant method, 8-bit. |
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# Original Model Card
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h2oGPT clone of [Meta's Llama 2 13B Chat](https://huggingface.co/meta-llama/Llama-2-13b-chat-hf).
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