mradermacher/Qwen2.5-1.5B-Instruct-GGUF

---

base_model: Qwen/Qwen2.5-1.5B-Instruct language:

• en

library_name: transformers license: apache-2.0 license_link: https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct/blob/main/LICENSE mradermacher: readme_rev: 1 quantized_by: mradermacher tags:

• chat

---

About

static quants of https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct

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

weighted/imatrix quants are available at https://huggingface.co/mradermacher/Qwen2.5-1.5B-Instruct-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	0.8
GGUF	IQ3_XS	0.8
GGUF	Q3K_S	0.9
GGUF	IQ3S	0.9	beats Q3K*
GGUF	IQ3_M	0.9
GGUF	Q3K_M	0.9	lower quality
GGUF	Q3K_L	1.0
GGUF	IQ4_XS	1.0
GGUF	Q4_0	1.0	fast, low quality
GGUF	Q404_4	1.0	fast on arm, low quality
GGUF	Q404_8	1.0	fast on arm+i8mm, low quality
GGUF	Q408_8	1.0	fast on arm+sve, low quality
GGUF	Q4K_S	1.0	fast, recommended
GGUF	IQ4NL	1.0	prefer IQ4XS
GGUF	Q4K_M	1.1	fast, recommended
GGUF	Q4_1	1.1
GGUF	Q5_0	1.2
GGUF	Q5K_S	1.2
GGUF	Q5K_M	1.2
GGUF	Q5_1	1.3
GGUF	Q6_K	1.4	very good quality
GGUF	Q8_0	1.7	fast, best quality
GGUF	SOURCE	3.2	source gguf, only provided when it was hard to come by
GGUF	f16	3.2	16 bpw, overkill

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

FAQ / Model Request

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

Thanks

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.