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About

static quants of https://huggingface.co/cognitivecomputations/dolphin-2.9.2-Phi-3-Medium-abliterated

weighted/imatrix quants are available at https://huggingface.co/mradermacher/dolphin-2.9.2-Phi-3-Medium-abliterated-i1-GGUF

Usage

If you are unsure how to use GGUF files, refer to one of TheBloke's READMEs for more details, including on how to concatenate multi-part files.

Provided Quants

(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)

Link Type Size/GB Notes
GGUF Q2_K 5.3
GGUF IQ3_XS 5.9
GGUF Q3_K_S 6.2
GGUF IQ3_S 6.2 beats Q3_K*
GGUF IQ3_M 6.4
GGUF Q3_K_M 6.9 lower quality
GGUF Q3_K_L 7.4
GGUF IQ4_XS 7.7
GGUF Q4_K_S 8.1 fast, recommended
GGUF Q4_K_M 8.5 fast, recommended
GGUF Q5_K_S 9.7
GGUF Q5_K_M 10.0
GGUF Q6_K 11.6 very good quality
GGUF Q8_0 14.9 fast, best quality

Here is a handy graph by ikawrakow comparing some lower-quality quant types (lower is better):

image.png

And here are Artefact2's thoughts on the matter: https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9

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