base_model: Snowflake/snowflake-arctic-instruct
language:
- en
library_name: transformers
license: apache-2.0
quantized_by: mradermacher
tags:
- snowflake
- arctic
- moe
About
static quants of https://huggingface.co/Snowflake/snowflake-arctic-instruct
weighted/imatrix quants are available at https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-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 |
|---|---|---|---|
| PART 1 PART 2 PART 3 PART 4 | Q2_K | 173.7 | |
| P1 P2 P3 P4 P5 | Q3_K_S | 205.9 | |
| P1 P2 P3 P4 P5 | Q3_K_M | 228.3 | lower quality |
| P1 P2 P3 P4 P5 P6 | Q3_K_L | 247.2 | |
| P1 P2 P3 P4 P5 P6 | IQ4_XS | 257.4 | |
| P1 P2 P3 P4 P5 P6 | Q4_K_S | 271.7 | fast, recommended |
| P1 P2 P3 P4 P5 P6 | Q4_K_M | 289.3 | fast, recommended |
| P1 P2 P3 P4 P5 P6 P7 | Q5_K_S | 329.3 | |
| P1 P2 P3 P4 P5 P6 P7 | Q5_K_M | 339.5 | |
| P1 P2 P3 P4 P5 P6 P7 P8 | Q6_K | 392.8 | very good quality |
| P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 | Q8_0 | 508.7 | 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.