auto-patch README.md

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team mradermacher
2026-01-06 03:52:08 +00:00
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---
base_model: IIGroup/X-Coder-SFT-Qwen2.5-7B
language:
- en
library_name: transformers
license: mit
mradermacher:
readme_rev: 1
quantized_by: mradermacher
---
## About
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weighted/imatrix quants of https://huggingface.co/IIGroup/X-Coder-SFT-Qwen2.5-7B
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***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#X-Coder-SFT-Qwen2.5-7B-i1-GGUF).***
static quants are available at https://huggingface.co/mradermacher/X-Coder-SFT-Qwen2.5-7B-GGUF
## Usage
If you are unsure how to use GGUF files, refer to one of [TheBloke's
READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) 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](https://huggingface.co/mradermacher/X-Coder-SFT-Qwen2.5-7B-i1-GGUF/resolve/main/X-Coder-SFT-Qwen2.5-7B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
| [GGUF](https://huggingface.co/mradermacher/X-Coder-SFT-Qwen2.5-7B-i1-GGUF/resolve/main/X-Coder-SFT-Qwen2.5-7B.i1-Q2_K.gguf) | i1-Q2_K | 3.1 | IQ3_XXS probably better |
Here is a handy graph by ikawrakow comparing some lower-quality quant
types (lower is better):
![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.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](https://www.nethype.de/), for letting
me use its servers and providing upgrades to my workstation to enable
this work in my free time. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to.
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