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---
exported_from: DenisTheDev/Blitz-AI-ULTRA
language:
- en
library_name: transformers
license: apache-2.0
quantized_by: mradermacher
tags:
- merge
- mergekit
- lazymergekit
---
## About
weighted/imatrix quants of https://huggingface.co/DenisTheDev/Blitz-AI-ULTRA
<!-- provided-files -->
static quants are available at https://huggingface.co/mradermacher/Blitz-AI-ULTRA-GGUF
## 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/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 38.8 | |
| [GGUF](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-IQ2_XS.gguf) | i1-IQ2_XS | 42.3 | |
| [GGUF](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-IQ2_M.gguf) | i1-IQ2_M | 48.4 | |
| [PART 1](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-Q2_K.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-Q2_K.gguf.part2of2) | i1-Q2_K | 51.6 | IQ3_XXS probably better |
| [PART 1](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-IQ3_XXS.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-IQ3_XXS.gguf.part2of2) | i1-IQ3_XXS | 53.0 | lower quality |
| [PART 1](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-IQ3_XS.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-IQ3_XS.gguf.part2of2) | i1-IQ3_XS | 56.7 | |
| [PART 1](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-IQ3_S.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-IQ3_S.gguf.part2of2) | i1-IQ3_S | 59.6 | beats Q3_K* |
| [PART 1](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-Q3_K_S.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-Q3_K_S.gguf.part2of2) | i1-Q3_K_S | 59.6 | IQ3_XS probably better |
| [PART 1](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-IQ3_M.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-IQ3_M.gguf.part2of2) | i1-IQ3_M | 62.7 | |
| [PART 1](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-Q3_K_M.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-Q3_K_M.gguf.part2of2) | i1-Q3_K_M | 66.3 | IQ3_S probably better |
| [PART 1](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-Q3_K_L.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-Q3_K_L.gguf.part2of2) | i1-Q3_K_L | 72.1 | IQ3_M probably better |
| [PART 1](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-IQ4_XS.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-IQ4_XS.gguf.part2of2) | i1-IQ4_XS | 72.5 | |
| [PART 1](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-Q4_0.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-Q4_0.gguf.part2of2) | i1-Q4_0 | 76.7 | |
| [PART 1](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-Q4_K_S.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-Q4_K_S.gguf.part2of2) | i1-Q4_K_S | 77.0 | optimal size/speed/quality |
| [PART 1](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-Q4_K_M.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-Q4_K_M.gguf.part2of2) | i1-Q4_K_M | 81.4 | fast, recommended |
| [PART 1](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-Q5_K_S.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-Q5_K_S.gguf.part2of2) | i1-Q5_K_S | 92.3 | |
| [PART 1](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-Q5_K_M.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-Q5_K_M.gguf.part2of2) | i1-Q5_K_M | 94.9 | |
| [PART 1](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-Q6_K.gguf.part1of3) [PART 2](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-Q6_K.gguf.part2of3) [PART 3](https://huggingface.co/mradermacher/Blitz-AI-ULTRA-i1-GGUF/resolve/main/Blitz-AI-ULTRA.i1-Q6_K.gguf.part3of3) | i1-Q6_K | 109.2 | practically like static Q6_K |
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
## 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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