base_model: Daemontatox/Zireal-0
datasets:
- Daemontatox/Reasoning_am
- pbcong/gsm8k_step_by_step
- Daemontatox/Deepthinking-COT
- Daemontatox/Qwqloncotam
language:
- en
library_name: transformers
license: apache-2.0
quantized_by: mradermacher
tags:
- wip
- experimental
- moe
- finetune
- research
- reasoning
About
static quants of https://huggingface.co./Daemontatox/Zireal-0
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 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 |
|---|---|---|---|
| P1 P2 P3 P4 P5 | Q2_K | 244.1 | |
| P1 P2 P3 P4 P5 P6 | Q3_K_S | 289.2 | |
| P1 P2 P3 P4 P5 P6 P7 | Q3_K_M | 319.3 | lower quality |
| P1 P2 P3 P4 P5 P6 P7 P8 | Q3_K_L | 347.5 | |
| P1 P2 P3 P4 P5 P6 P7 P8 | IQ4_XS | 359.6 | |
| P1 P2 P3 P4 P5 P6 P7 P8 | Q4_K_S | 380.1 | fast, recommended |
| P1 P2 P3 P4 P5 P6 P7 P8 P9 | Q4_K_M | 404.5 | fast, recommended |
| P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 | Q5_K_S | 461.9 | |
| P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 | Q5_K_M | 475.5 | |
| P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 P12 | Q6_K | 550.9 | very good quality |
| P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 P12 P13 P14 P15 P16 P17 P18 | Q8_0 | 713.4 | fast, best quality |
Here is a handy graph by ikawrakow comparing some lower-quality quant types (lower is better):
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.