base_model: DavidAU/Qwen2.5-QwQ-35B-Eureka-Cubed-abliterated-uncensored language:
- en library_name: transformers quantized_by: mradermacher tags:
- Uncensored
- Abliterated
- Cubed Reasoning
- QwQ-32B
- reasoning
- thinking
- r1
- cot
- deepseek
- Qwen2.5
- Hermes
- DeepHermes
- DeepSeek
- DeepSeek-R1-Distill
- 128k context
- not-for-all-audiences
- merge
About
weighted/imatrix quants of https://huggingface.co/DavidAU/Qwen2.5-QwQ-35B-Eureka-Cubed-abliterated-uncensored
static quants are available at https://huggingface.co/mradermacher/Qwen2.5-QwQ-35B-Eureka-Cubed-abliterated-uncensored-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 | i1-IQ1_S | 7.8 | for the desperate |
| GGUF | i1-IQ1_M | 8.5 | mostly desperate |
| GGUF | i1-IQ2_XXS | 9.6 | |
| GGUF | i1-IQ2_XS | 10.6 | |
| GGUF | i1-IQ2_S | 11.1 | |
| GGUF | i1-IQ2_M | 12.0 | |
| GGUF | i1-Q2_K_S | 12.2 | very low quality |
| GGUF | i1-Q2_K | 13.1 | IQ3_XXS probably better |
| GGUF | i1-IQ3_XXS | 13.7 | lower quality |
| GGUF | i1-IQ3_XS | 14.6 | |
| GGUF | i1-Q3_K_S | 15.3 | IQ3_XS probably better |
| GGUF | i1-IQ3_S | 15.4 | beats Q3_K* |
| GGUF | i1-IQ3_M | 15.8 | |
| GGUF | i1-Q3_K_M | 17.0 | IQ3_S probably better |
| GGUF | i1-Q3_K_L | 18.4 | IQ3_M probably better |
| GGUF | i1-IQ4_XS | 18.8 | |
| GGUF | i1-Q4_0 | 19.9 | fast, low quality |
| GGUF | i1-Q4_K_S | 20.0 | optimal size/speed/quality |
| GGUF | i1-Q4_K_M | 21.1 | fast, recommended |
| GGUF | i1-Q4_1 | 22.0 | |
| GGUF | i1-Q5_K_S | 24.1 | |
| GGUF | i1-Q5_K_M | 24.7 | |
| GGUF | i1-Q6_K | 28.6 | practically like static Q6_K |
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. Additional thanks to @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.