|
--- |
|
base_model: bigscience/bloomz-mt |
|
datasets: |
|
- bigscience/xP3mt |
|
language: |
|
- ak |
|
- ar |
|
- as |
|
- bm |
|
- bn |
|
- ca |
|
- code |
|
- en |
|
- es |
|
- eu |
|
- fon |
|
- fr |
|
- gu |
|
- hi |
|
- id |
|
- ig |
|
- ki |
|
- kn |
|
- lg |
|
- ln |
|
- ml |
|
- mr |
|
- ne |
|
- nso |
|
- ny |
|
- or |
|
- pa |
|
- pt |
|
- rn |
|
- rw |
|
- sn |
|
- st |
|
- sw |
|
- ta |
|
- te |
|
- tn |
|
- ts |
|
- tum |
|
- tw |
|
- ur |
|
- vi |
|
- wo |
|
- xh |
|
- yo |
|
- zh |
|
- zu |
|
library_name: transformers |
|
license: bigscience-bloom-rail-1.0 |
|
quantized_by: mradermacher |
|
--- |
|
## About |
|
|
|
<!-- ### quantize_version: 2 --> |
|
<!-- ### output_tensor_quantised: 1 --> |
|
<!-- ### convert_type: hf --> |
|
<!-- ### vocab_type: --> |
|
<!-- ### tags: nicoboss --> |
|
weighted/imatrix quants of https://huggingface.co/bigscience/bloomz-mt |
|
|
|
<!-- provided-files --> |
|
static quants are available at https://huggingface.co/mradermacher/bloomz-mt-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/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-IQ1_S.gguf) | i1-IQ1_S | 39.3 | for the desperate | |
|
| [GGUF](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-IQ1_M.gguf) | i1-IQ1_M | 42.9 | mostly desperate | |
|
| [GGUF](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 48.8 | | |
|
| [PART 1](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-IQ2_XS.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-IQ2_XS.gguf.part2of2) | i1-IQ2_XS | 54.0 | | |
|
| [PART 1](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-IQ2_S.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-IQ2_S.gguf.part2of2) | i1-IQ2_S | 57.0 | | |
|
| [PART 1](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-IQ2_M.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-IQ2_M.gguf.part2of2) | i1-IQ2_M | 61.8 | | |
|
| [PART 1](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-Q2_K.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-Q2_K.gguf.part2of2) | i1-Q2_K | 68.2 | IQ3_XXS probably better | |
|
| [PART 1](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-IQ3_XXS.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-IQ3_XXS.gguf.part2of2) | i1-IQ3_XXS | 70.9 | lower quality | |
|
| [PART 1](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-IQ3_XS.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-IQ3_XS.gguf.part2of2) | i1-IQ3_XS | 76.8 | | |
|
| [PART 1](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-IQ3_S.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-IQ3_S.gguf.part2of2) | i1-IQ3_S | 78.8 | beats Q3_K* | |
|
| [PART 1](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-Q3_K_S.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-Q3_K_S.gguf.part2of2) | i1-Q3_K_S | 78.8 | IQ3_XS probably better | |
|
| [PART 1](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-IQ3_M.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-IQ3_M.gguf.part2of2) | i1-IQ3_M | 87.4 | | |
|
| [PART 1](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-Q3_K_M.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-Q3_K_M.gguf.part2of2) | i1-Q3_K_M | 94.5 | IQ3_S probably better | |
|
| [PART 1](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-IQ4_XS.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-IQ4_XS.gguf.part2of2) | i1-IQ4_XS | 96.7 | | |
|
| [PART 1](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-Q4_0.gguf.part1of3) [PART 2](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-Q4_0.gguf.part2of3) [PART 3](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-Q4_0.gguf.part3of3) | i1-Q4_0 | 102.7 | fast, low quality | |
|
| [PART 1](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-Q4_K_S.gguf.part1of3) [PART 2](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-Q4_K_S.gguf.part2of3) [PART 3](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-Q4_K_S.gguf.part3of3) | i1-Q4_K_S | 103.1 | optimal size/speed/quality | |
|
| [PART 1](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-Q3_K_L.gguf.part1of3) [PART 2](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-Q3_K_L.gguf.part2of3) [PART 3](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-Q3_K_L.gguf.part3of3) | i1-Q3_K_L | 103.1 | IQ3_M probably better | |
|
| [PART 1](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-Q4_K_M.gguf.part1of3) [PART 2](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-Q4_K_M.gguf.part2of3) [PART 3](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-Q4_K_M.gguf.part3of3) | i1-Q4_K_M | 114.8 | fast, recommended | |
|
| [PART 1](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-Q5_K_S.gguf.part1of3) [PART 2](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-Q5_K_S.gguf.part2of3) [PART 3](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-Q5_K_S.gguf.part3of3) | i1-Q5_K_S | 124.3 | | |
|
| [PART 1](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-Q5_K_M.gguf.part1of3) [PART 2](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-Q5_K_M.gguf.part2of3) [PART 3](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-Q5_K_M.gguf.part3of3) | i1-Q5_K_M | 133.7 | | |
|
| [PART 1](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-Q6_K.gguf.part1of3) [PART 2](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-Q6_K.gguf.part2of3) [PART 3](https://huggingface.co/mradermacher/bloomz-mt-i1-GGUF/resolve/main/bloomz-mt.i1-Q6_K.gguf.part3of3) | i1-Q6_K | 147.7 | 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 |
|
|
|
## 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](https://www.nethype.de/), for letting |
|
me use its servers and providing upgrades to my workstation to enable |
|
this work in my free time. Additional thanks to [@nicoboss](https://huggingface.co/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. |
|
|
|
<!-- end --> |
|
|
