---
base_model: Goekdeniz-Guelmez/TinyJ.O.S.I.E.-3x1.1B-32k-Base
language:
- en
library_name: transformers
license: apache-2.0
no_imatrix: Missing importance matrix for tensor blk.0.ffn_gate_exps.weight in a very
  low-bit quantization
quantized_by: mradermacher
tags:
- moe
- frankenmoe
- merge
- mergekit
- lazymergekit
- Isaak-Carter/TinyJ.O.S.I.E.-1.1B-32k-Base
- Isaak-Carter/TinyJ.O.S.I.E.-1.1B-32k-Base
- Isaak-Carter/TinyJ.O.S.I.E.-1.1B-32k-Base
---
## About

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static quants of https://huggingface.co./Goekdeniz-Guelmez/TinyJ.O.S.I.E.-3x1.1B-32k-Base

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## 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/TinyJ.O.S.I.E.-3x1.1B-32k-Base-GGUF/resolve/main/TinyJ.O.S.I.E.-3x1.1B-32k-Base.Q2_K.gguf) | Q2_K | 1.1 |  |
| [GGUF](https://huggingface.co./mradermacher/TinyJ.O.S.I.E.-3x1.1B-32k-Base-GGUF/resolve/main/TinyJ.O.S.I.E.-3x1.1B-32k-Base.Q3_K_S.gguf) | Q3_K_S | 1.3 |  |
| [GGUF](https://huggingface.co./mradermacher/TinyJ.O.S.I.E.-3x1.1B-32k-Base-GGUF/resolve/main/TinyJ.O.S.I.E.-3x1.1B-32k-Base.Q3_K_M.gguf) | Q3_K_M | 1.4 | lower quality |
| [GGUF](https://huggingface.co./mradermacher/TinyJ.O.S.I.E.-3x1.1B-32k-Base-GGUF/resolve/main/TinyJ.O.S.I.E.-3x1.1B-32k-Base.Q3_K_L.gguf) | Q3_K_L | 1.5 |  |
| [GGUF](https://huggingface.co./mradermacher/TinyJ.O.S.I.E.-3x1.1B-32k-Base-GGUF/resolve/main/TinyJ.O.S.I.E.-3x1.1B-32k-Base.IQ4_XS.gguf) | IQ4_XS | 1.5 |  |
| [GGUF](https://huggingface.co./mradermacher/TinyJ.O.S.I.E.-3x1.1B-32k-Base-GGUF/resolve/main/TinyJ.O.S.I.E.-3x1.1B-32k-Base.Q4_K_S.gguf) | Q4_K_S | 1.6 | fast, recommended |
| [GGUF](https://huggingface.co./mradermacher/TinyJ.O.S.I.E.-3x1.1B-32k-Base-GGUF/resolve/main/TinyJ.O.S.I.E.-3x1.1B-32k-Base.Q4_K_M.gguf) | Q4_K_M | 1.7 | fast, recommended |
| [GGUF](https://huggingface.co./mradermacher/TinyJ.O.S.I.E.-3x1.1B-32k-Base-GGUF/resolve/main/TinyJ.O.S.I.E.-3x1.1B-32k-Base.Q5_K_S.gguf) | Q5_K_S | 1.9 |  |
| [GGUF](https://huggingface.co./mradermacher/TinyJ.O.S.I.E.-3x1.1B-32k-Base-GGUF/resolve/main/TinyJ.O.S.I.E.-3x1.1B-32k-Base.Q5_K_M.gguf) | Q5_K_M | 2.0 |  |
| [GGUF](https://huggingface.co./mradermacher/TinyJ.O.S.I.E.-3x1.1B-32k-Base-GGUF/resolve/main/TinyJ.O.S.I.E.-3x1.1B-32k-Base.Q6_K.gguf) | Q6_K | 2.3 | very good quality |
| [GGUF](https://huggingface.co./mradermacher/TinyJ.O.S.I.E.-3x1.1B-32k-Base-GGUF/resolve/main/TinyJ.O.S.I.E.-3x1.1B-32k-Base.Q8_0.gguf) | Q8_0 | 2.9 | fast, best quality |
| [GGUF](https://huggingface.co./mradermacher/TinyJ.O.S.I.E.-3x1.1B-32k-Base-GGUF/resolve/main/TinyJ.O.S.I.E.-3x1.1B-32k-Base.f16.gguf) | f16 | 5.3 | 16 bpw, overkill |

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. 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.

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