README.md

---
base_model: inclusionAI/Ring-1T
language:
- en
library_name: transformers
license: mit
mradermacher:
  readme_rev: 1
quantized_by: mradermacher
---
## About

<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type:  -->
<!-- ### tags:  -->
<!-- ### quants:  x-f16 Q4_K_S Q2_K Q8_0 Q6_K Q3_K_M Q3_K_S Q3_K_L Q4_K_M Q5_K_S Q5_K_M IQ4_XS -->
<!-- ### quants_skip:  -->
<!-- ### skip_mmproj:  -->
static quants of https://huggingface.co/inclusionAI/Ring-1T

<!-- provided-files -->

***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Ring-1T-GGUF).***

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](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 |
|:-----|:-----|--------:|:------|
| [P1](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q2_K.gguf.part1of8) [P2](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q2_K.gguf.part2of8) [P3](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q2_K.gguf.part3of8) [P4](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q2_K.gguf.part4of8) [P5](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q2_K.gguf.part5of8) [P6](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q2_K.gguf.part6of8) [P7](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q2_K.gguf.part7of8) [P8](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q2_K.gguf.part8of8) | Q2_K | 363.2 |  |
| [P1](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_S.gguf.part1of9) [P2](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_S.gguf.part2of9) [P3](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_S.gguf.part3of9) [P4](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_S.gguf.part4of9) [P5](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_S.gguf.part5of9) [P6](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_S.gguf.part6of9) [P7](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_S.gguf.part7of9) [P8](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_S.gguf.part8of9) [P9](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_S.gguf.part9of9) | Q3_K_S | 430.7 |  |
| [P1](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_M.gguf.part01of10) [P2](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_M.gguf.part02of10) [P3](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_M.gguf.part03of10) [P4](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_M.gguf.part04of10) [P5](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_M.gguf.part05of10) [P6](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_M.gguf.part06of10) [P7](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_M.gguf.part07of10) [P8](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_M.gguf.part08of10) [P9](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_M.gguf.part09of10) [P10](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_M.gguf.part10of10) | Q3_K_M | 476.6 | lower quality |
| [P1](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_L.gguf.part01of11) [P2](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_L.gguf.part02of11) [P3](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_L.gguf.part03of11) [P4](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_L.gguf.part04of11) [P5](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_L.gguf.part05of11) [P6](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_L.gguf.part06of11) [P7](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_L.gguf.part07of11) [P8](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_L.gguf.part08of11) [P9](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_L.gguf.part09of11) [P10](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_L.gguf.part10of11) [P11](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q3_K_L.gguf.part11of11) | Q3_K_L | 517.7 |  |
| [P1](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q4_K_S.gguf.part01of12) [P2](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q4_K_S.gguf.part02of12) [P3](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q4_K_S.gguf.part03of12) [P4](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q4_K_S.gguf.part04of12) [P5](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q4_K_S.gguf.part05of12) [P6](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q4_K_S.gguf.part06of12) [P7](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q4_K_S.gguf.part07of12) [P8](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q4_K_S.gguf.part08of12) [P9](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q4_K_S.gguf.part09of12) [P10](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q4_K_S.gguf.part10of12) [P11](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q4_K_S.gguf.part11of12) [P12](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q4_K_S.gguf.part12of12) | Q4_K_S | 566.6 | fast, recommended |
| [P1](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q4_K_M.gguf.part01of13) [P2](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q4_K_M.gguf.part02of13) [P3](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q4_K_M.gguf.part03of13) [P4](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q4_K_M.gguf.part04of13) [P5](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q4_K_M.gguf.part05of13) [P6](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q4_K_M.gguf.part06of13) [P7](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q4_K_M.gguf.part07of13) [P8](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q4_K_M.gguf.part08of13) [P9](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q4_K_M.gguf.part09of13) [P10](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q4_K_M.gguf.part10of13) [P11](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q4_K_M.gguf.part11of13) [P12](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q4_K_M.gguf.part12of13) [P13](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q4_K_M.gguf.part13of13) | Q4_K_M | 604.3 | fast, recommended |
| [P1](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_S.gguf.part01of14) [P2](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_S.gguf.part02of14) [P3](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_S.gguf.part03of14) [P4](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_S.gguf.part04of14) [P5](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_S.gguf.part05of14) [P6](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_S.gguf.part06of14) [P7](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_S.gguf.part07of14) [P8](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_S.gguf.part08of14) [P9](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_S.gguf.part09of14) [P10](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_S.gguf.part10of14) [P11](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_S.gguf.part11of14) [P12](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_S.gguf.part12of14) [P13](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_S.gguf.part13of14) [P14](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_S.gguf.part14of14) | Q5_K_S | 688.1 |  |
| [P1](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_M.gguf.part01of17) [P2](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_M.gguf.part02of17) [P3](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_M.gguf.part03of17) [P4](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_M.gguf.part04of17) [P5](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_M.gguf.part05of17) [P6](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_M.gguf.part06of17) [P7](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_M.gguf.part07of17) [P8](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_M.gguf.part08of17) [P9](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_M.gguf.part09of17) [P10](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_M.gguf.part10of17) [P11](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_M.gguf.part11of17) [P12](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_M.gguf.part12of17) [P13](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_M.gguf.part13of17) [P14](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_M.gguf.part14of17) [P15](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_M.gguf.part15of17) [P16](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_M.gguf.part16of17) [P17](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q5_K_M.gguf.part17of17) | Q5_K_M | 709.7 |  |
| [P1](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q6_K.gguf.part01of17) [P2](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q6_K.gguf.part02of17) [P3](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q6_K.gguf.part03of17) [P4](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q6_K.gguf.part04of17) [P5](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q6_K.gguf.part05of17) [P6](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q6_K.gguf.part06of17) [P7](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q6_K.gguf.part07of17) [P8](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q6_K.gguf.part08of17) [P9](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q6_K.gguf.part09of17) [P10](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q6_K.gguf.part10of17) [P11](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q6_K.gguf.part11of17) [P12](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q6_K.gguf.part12of17) [P13](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q6_K.gguf.part13of17) [P14](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q6_K.gguf.part14of17) [P15](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q6_K.gguf.part15of17) [P16](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q6_K.gguf.part16of17) [P17](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q6_K.gguf.part17of17) | Q6_K | 820.7 | very good quality |
| [P1](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q8_0.gguf.part01of22) [P2](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q8_0.gguf.part02of22) [P3](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q8_0.gguf.part03of22) [P4](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q8_0.gguf.part04of22) [P5](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q8_0.gguf.part05of22) [P6](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q8_0.gguf.part06of22) [P7](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q8_0.gguf.part07of22) [P8](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q8_0.gguf.part08of22) [P9](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q8_0.gguf.part09of22) [P10](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q8_0.gguf.part10of22) [P11](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q8_0.gguf.part11of22) [P12](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q8_0.gguf.part12of22) [P13](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q8_0.gguf.part13of22) [P14](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q8_0.gguf.part14of22) [P15](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q8_0.gguf.part15of22) [P16](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q8_0.gguf.part16of22) [P17](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q8_0.gguf.part17of22) [P18](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q8_0.gguf.part18of22) [P19](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q8_0.gguf.part19of22) [P20](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q8_0.gguf.part20of22) [P21](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q8_0.gguf.part21of22) [P22](https://huggingface.co/mradermacher/Ring-1T-GGUF/resolve/main/Ring-1T.Q8_0.gguf.part22of22) | Q8_0 | 1062.8 | fast, best quality |

Here is a handy graph by ikawrakow comparing some lower-quality quant
types (lower is better):

![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.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](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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