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mradermacher/
Qwen2.5-7B-GGUF

Name: Qwen2.5-7B-GGUF
Availability: InStock

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About

For a convenient overview and download list, visit our model page for this model.

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.

(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	3.1
GGUF	IQ3_XS	3.4
GGUF	Q3_K_S	3.6
GGUF	IQ3_S	3.6	beats Q3_K*
GGUF	IQ3_M	3.7
GGUF	Q3_K_M	3.9	lower quality
GGUF	Q3_K_L	4.2
GGUF	IQ4_XS	4.4
GGUF	Q4_0	4.5	fast, low quality
GGUF	Q4_0_4_4	4.5	fast on arm, low quality
GGUF	Q4_0_4_8	4.5	fast on arm+i8mm, low quality
GGUF	Q4_0_8_8	4.5	fast on arm+sve, low quality
GGUF	Q4_K_S	4.6	fast, recommended
GGUF	IQ4_NL	4.6	prefer IQ4_XS
GGUF	Q4_K_M	4.8	fast, recommended
GGUF	Q4_1	5.0
GGUF	Q5_0	5.4
GGUF	Q5_K_S	5.4
GGUF	Q5_K_M	5.5
GGUF	Q5_1	5.9
GGUF	Q6_K	6.4	very good quality
GGUF	Q8_0	8.2	fast, best quality
GGUF	SOURCE	15.3	source gguf, only provided when it was hard to come by
GGUF	f16	15.3	16 bpw, overkill

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

See https://huggingface.co/mradermacher/model_requests for some answers to questions you might have and/or if you want some other model quantized.

I thank my company, nethype GmbH, for letting me use its servers and providing upgrades to my workstation to enable this work in my free time.