README.md

---
base_model:
- Himitsui/Kaiju-11B
- Sao10K/Fimbulvetr-11B-v2
- decapoda-research/Antares-11b-v2
- beberik/Nyxene-v3-11B
language:
- en
library_name: transformers
license: apache-2.0
quantized_by: mradermacher
tags:
- moe
- frankenmoe
- merge
- mergekit
- Himitsui/Kaiju-11B
- Sao10K/Fimbulvetr-11B-v2
- decapoda-research/Antares-11b-v2
- beberik/Nyxene-v3-11B
---
## About

static quants of https://huggingface.co/Steelskull/Umbra-v3-MoE-4x11b
<!-- provided-files -->

## 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/Umbra-v3-MoE-4x11b-GGUF/resolve/main/Umbra-v3-MoE-4x11b.Q2_K.gguf) | Q2_K | 13.4 |  |
| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-GGUF/resolve/main/Umbra-v3-MoE-4x11b.Q3_K_S.gguf) | Q3_K_S | 15.8 |  |
| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-GGUF/resolve/main/Umbra-v3-MoE-4x11b.Q3_K_M.gguf) | Q3_K_M | 17.5 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-GGUF/resolve/main/Umbra-v3-MoE-4x11b.Q3_K_L.gguf) | Q3_K_L | 19.0 |  |
| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-GGUF/resolve/main/Umbra-v3-MoE-4x11b.Q4_K_S.gguf) | Q4_K_S | 20.8 | fast, medium quality |
| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-GGUF/resolve/main/Umbra-v3-MoE-4x11b.Q4_K_M.gguf) | Q4_K_M | 22.1 | fast, medium quality |
| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-GGUF/resolve/main/Umbra-v3-MoE-4x11b.Q6_K.gguf) | Q6_K | 29.9 | very good quality |
| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-GGUF/resolve/main/Umbra-v3-MoE-4x11b.Q8_0.gguf) | Q8_0 | 38.6 | 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

<!-- end -->