transformers mergekit merge en base_model:abacusai/TheProfessor-155b license:llama2 endpoints_compatible region:us
---
base_model: abacusai/TheProfessor-155b
language:
- en
library_name: transformers
license: llama2
quantized_by: mradermacher
tags:
- mergekit
- merge
---
## About

static quants of https://huggingface.co/abacusai/TheProfessor-155b

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weighted/imatrix quants are available at https://huggingface.co/mradermacher/TheProfessor-155b-i1-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 |
|:-----|:-----|--------:|:------|
| [PART 1](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.Q2_K.gguf.split-aa) [PART 2](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.Q2_K.gguf.split-ab) | Q2_K | 57.1 |  |
| [PART 1](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.Q3_K_XS.gguf.split-aa) [PART 2](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.Q3_K_XS.gguf.split-ab) | Q3_K_XS | 63.2 |  |
| [PART 1](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.IQ3_XS.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.IQ3_XS.gguf.part2of2) | IQ3_XS | 63.2 |  |
| [PART 1](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.IQ3_S.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.IQ3_S.gguf.part2of2) | IQ3_S | 66.8 | beats Q3_K* |
| [PART 1](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.Q3_K_S.gguf.split-aa) [PART 2](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.Q3_K_S.gguf.split-ab) | Q3_K_S | 66.9 |  |
| [PART 1](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.IQ3_M.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.IQ3_M.gguf.part2of2) | IQ3_M | 69.1 |  |
| [PART 1](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.Q3_K_M.gguf.split-aa) [PART 2](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.Q3_K_M.gguf.split-ab) | Q3_K_M | 74.7 | lower quality |
| [PART 1](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.Q3_K_L.gguf.split-aa) [PART 2](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.Q3_K_L.gguf.split-ab) | Q3_K_L | 81.3 |  |
| [PART 1](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.IQ4_XS.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.IQ4_XS.gguf.part2of2) | IQ4_XS | 83.3 |  |
| [PART 1](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.Q4_K_S.gguf.split-aa) [PART 2](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.Q4_K_S.gguf.split-ab) | Q4_K_S | 88.1 | fast, recommended |
| [PART 1](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.Q4_K_M.gguf.split-aa) [PART 2](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.Q4_K_M.gguf.split-ab) | Q4_K_M | 93.1 | fast, recommended |
| [PART 1](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.Q5_K_S.gguf.split-aa) [PART 2](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.Q5_K_S.gguf.split-ab) [PART 3](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.Q5_K_S.gguf.split-ac) | Q5_K_S | 106.7 |  |
| [PART 1](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.Q5_K_M.gguf.split-aa) [PART 2](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.Q5_K_M.gguf.split-ab) [PART 3](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.Q5_K_M.gguf.split-ac) | Q5_K_M | 109.6 |  |
| [PART 1](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.Q6_K.gguf.split-aa) [PART 2](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.Q6_K.gguf.split-ab) [PART 3](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.Q6_K.gguf.split-ac) | Q6_K | 127.2 | very good quality |
| [PART 1](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.Q8_0.gguf.split-aa) [PART 2](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.Q8_0.gguf.split-ab) [PART 3](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.Q8_0.gguf.split-ac) [PART 4](https://huggingface.co/mradermacher/TheProfessor-155b-GGUF/resolve/main/TheProfessor-155b.Q8_0.gguf.split-ad) | Q8_0 | 164.6 | 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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