---
base_model: []
exported_from: ND911/Eclectic-Maid-10B
language:
- en
library_name: transformers
quantized_by: mradermacher
tags:
- mergekit
- merge
- not-for-all-audiences
---
## About

static quants of https://huggingface.co/ND911/Eclectic-Maid-10B

<!-- provided-files -->
weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion.
## 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/Eclectic-Maid-10B-GGUF/resolve/main/Eclectic-Maid-10B.Q2_K.gguf) | Q2_K | 4.2 |  |
| [GGUF](https://huggingface.co/mradermacher/Eclectic-Maid-10B-GGUF/resolve/main/Eclectic-Maid-10B.IQ3_XS.gguf) | IQ3_XS | 4.6 |  |
| [GGUF](https://huggingface.co/mradermacher/Eclectic-Maid-10B-GGUF/resolve/main/Eclectic-Maid-10B.Q3_K_S.gguf) | Q3_K_S | 4.8 |  |
| [GGUF](https://huggingface.co/mradermacher/Eclectic-Maid-10B-GGUF/resolve/main/Eclectic-Maid-10B.IQ3_S.gguf) | IQ3_S | 4.9 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/Eclectic-Maid-10B-GGUF/resolve/main/Eclectic-Maid-10B.IQ3_M.gguf) | IQ3_M | 5.0 |  |
| [GGUF](https://huggingface.co/mradermacher/Eclectic-Maid-10B-GGUF/resolve/main/Eclectic-Maid-10B.Q3_K_M.gguf) | Q3_K_M | 5.3 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/Eclectic-Maid-10B-GGUF/resolve/main/Eclectic-Maid-10B.Q3_K_L.gguf) | Q3_K_L | 5.8 |  |
| [GGUF](https://huggingface.co/mradermacher/Eclectic-Maid-10B-GGUF/resolve/main/Eclectic-Maid-10B.IQ4_XS.gguf) | IQ4_XS | 6.0 |  |
| [GGUF](https://huggingface.co/mradermacher/Eclectic-Maid-10B-GGUF/resolve/main/Eclectic-Maid-10B.Q4_0.gguf) | Q4_0 | 6.2 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/Eclectic-Maid-10B-GGUF/resolve/main/Eclectic-Maid-10B.Q4_K_S.gguf) | Q4_K_S | 6.2 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Eclectic-Maid-10B-GGUF/resolve/main/Eclectic-Maid-10B.IQ4_NL.gguf) | IQ4_NL | 6.3 | slightly worse than Q4_K_S |
| [GGUF](https://huggingface.co/mradermacher/Eclectic-Maid-10B-GGUF/resolve/main/Eclectic-Maid-10B.Q4_K_M.gguf) | Q4_K_M | 6.6 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Eclectic-Maid-10B-GGUF/resolve/main/Eclectic-Maid-10B.Q5_K_S.gguf) | Q5_K_S | 7.5 |  |
| [GGUF](https://huggingface.co/mradermacher/Eclectic-Maid-10B-GGUF/resolve/main/Eclectic-Maid-10B.Q5_K_M.gguf) | Q5_K_M | 7.7 |  |
| [GGUF](https://huggingface.co/mradermacher/Eclectic-Maid-10B-GGUF/resolve/main/Eclectic-Maid-10B.Q6_K.gguf) | Q6_K | 8.9 | very good quality |
| [GGUF](https://huggingface.co/mradermacher/Eclectic-Maid-10B-GGUF/resolve/main/Eclectic-Maid-10B.Q8_0.gguf) | Q8_0 | 11.4 | fast, best quality |


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

## 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.

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