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TText generation▧Image generation▷Video generation⌘Code generation◖Speech synthesis♫Music generation⬡3D modeling▤Document analysis
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**Model details:** - Parameter count: 26B (source checkpoint) - Input support: text, image and audio (with mmproj file) - details - Speculative decoding: no - imatrix: yes - details **Don't know which to choose?** Grab Q4_K_M (17.97GB) - usually a good mix of size and performance. Download instructions available here **About these sizes:** 30.9 % of this model's weights (`ffn_down_exps` (704 wide) and `ffn_down` (2112 wide)) have row widths that llama.cpp's 256-wide K and IQ block types cannot use, so each size gives them one of the 32-wide types instead (Q4_0 to Q8_0, or IQ4_NL), whatever type its name asks for, and the files above are closer together in size than usual. IQ3_M was not made: it would have come out within 0.4 % of the size of IQ4_XS, the same kind of file.

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1 M = 1 million tokens · USD
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Separate input, output and cache rates, then estimate the same workload. Image, audio and video rates may use items, duration or resolution rather than tokens.

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