aya-23-8B-GGUF/README.md

---
base_model: CohereLabs/aya-23-8B
extra_gated_fields:
  Affiliation: text
  Country:
    options:
    - Aruba
    - Afghanistan
    - Angola
    - Anguilla
    - Åland Islands
    - Albania
    - Andorra
    - United Arab Emirates
    - Argentina
    - Armenia
    - American Samoa
    - Antarctica
    - French Southern Territories
    - Antigua and Barbuda
    - Australia
    - Austria
    - Azerbaijan
    - Burundi
    - Belgium
    - Benin
    - Bonaire Sint Eustatius and Saba
    - Burkina Faso
    - Bangladesh
    - Bulgaria
    - Bahrain
    - Bahamas
    - Bosnia and Herzegovina
    - Saint Barthélemy
    - Belarus
    - Belize
    - Bermuda
    - Plurinational State of Bolivia
    - Brazil
    - Barbados
    - Brunei-Darussalam
    - Bhutan
    - Bouvet-Island
    - Botswana
    - Central African Republic
    - Canada
    - Cocos (Keeling) Islands
    - Switzerland
    - Chile
    - China
    - Côte-dIvoire
    - Cameroon
    - Democratic Republic of the Congo
    - Cook Islands
    - Colombia
    - Comoros
    - Cabo Verde
    - Costa Rica
    - Cuba
    - Curaçao
    - Christmas Island
    - Cayman Islands
    - Cyprus
    - Czechia
    - Germany
    - Djibouti
    - Dominica
    - Denmark
    - Dominican Republic
    - Algeria
    - Ecuador
    - Egypt
    - Eritrea
    - Western Sahara
    - Spain
    - Estonia
    - Ethiopia
    - Finland
    - Fiji
    - Falkland Islands (Malvinas)
    - France
    - Faroe Islands
    - Federated States of Micronesia
    - Gabon
    - United Kingdom
    - Georgia
    - Guernsey
    - Ghana
    - Gibraltar
    - Guinea
    - Guadeloupe
    - Gambia
    - Guinea Bissau
    - Equatorial Guinea
    - Greece
    - Grenada
    - Greenland
    - Guatemala
    - French Guiana
    - Guam
    - Guyana
    - Hong Kong
    - Heard Island and McDonald Islands
    - Honduras
    - Croatia
    - Haiti
    - Hungary
    - Indonesia
    - Isle of Man
    - India
    - British Indian Ocean Territory
    - Ireland
    - Islamic Republic of Iran
    - Iraq
    - Iceland
    - Israel
    - Italy
    - Jamaica
    - Jersey
    - Jordan
    - Japan
    - Kazakhstan
    - Kenya
    - Kyrgyzstan
    - Cambodia
    - Kiribati
    - Saint-Kitts-and-Nevis
    - South Korea
    - Kuwait
    - Lao-Peoples-Democratic-Republic
    - Lebanon
    - Liberia
    - Libya
    - Saint-Lucia
    - Liechtenstein
    - Sri Lanka
    - Lesotho
    - Lithuania
    - Luxembourg
    - Latvia
    - Macao
    - Saint Martin (French-part)
    - Morocco
    - Monaco
    - Republic of Moldova
    - Madagascar
    - Maldives
    - Mexico
    - Marshall Islands
    - North Macedonia
    - Mali
    - Malta
    - Myanmar
    - Montenegro
    - Mongolia
    - Northern Mariana Islands
    - Mozambique
    - Mauritania
    - Montserrat
    - Martinique
    - Mauritius
    - Malawi
    - Malaysia
    - Mayotte
    - Namibia
    - New Caledonia
    - Niger
    - Norfolk Island
    - Nigeria
    - Nicaragua
    - Niue
    - Netherlands
    - Norway
    - Nepal
    - Nauru
    - New Zealand
    - Oman
    - Pakistan
    - Panama
    - Pitcairn
    - Peru
    - Philippines
    - Palau
    - Papua New Guinea
    - Poland
    - Puerto Rico
    - North Korea
    - Portugal
    - Paraguay
    - State of Palestine
    - French Polynesia
    - Qatar
    - Réunion
    - Romania
    - Russia
    - Rwanda
    - Saudi Arabia
    - Sudan
    - Senegal
    - Singapore
    - South Georgia and the South Sandwich Islands
    - Saint Helena Ascension and Tristan da Cunha
    - Svalbard and Jan Mayen
    - Solomon Islands
    - Sierra Leone
    - El Salvador
    - San Marino
    - Somalia
    - Saint Pierre and Miquelon
    - Serbia
    - South Sudan
    - Sao Tome and Principe
    - Suriname
    - Slovakia
    - Slovenia
    - Sweden
    - Eswatini
    - Sint Maarten (Dutch-part)
    - Seychelles
    - Syrian Arab Republic
    - Turks and Caicos Islands
    - Chad
    - Togo
    - Thailand
    - Tajikistan
    - Tokelau
    - Turkmenistan
    - Timor Leste
    - Tonga
    - Trinidad and Tobago
    - Tunisia
    - Turkey
    - Tuvalu
    - Taiwan
    - United Republic of Tanzania
    - Uganda
    - Ukraine
    - United States Minor Outlying Islands
    - Uruguay
    - United-States
    - Uzbekistan
    - Holy See (Vatican City State)
    - Saint Vincent and the Grenadines
    - Bolivarian Republic of Venezuela
    - Virgin Islands British
    - Virgin Islands U.S.
    - VietNam
    - Vanuatu
    - Wallis and Futuna
    - Samoa
    - Yemen
    - South Africa
    - Zambia
    - Zimbabwe
    type: select
  I agree to use this model for non-commercial use ONLY: checkbox
  Name: text
extra_gated_prompt: By submitting this form, you agree to the [License Agreement](https://cohere.com/c4ai-cc-by-nc-license)  and
  acknowledge that the information you provide will be collected, used, and shared
  in accordance with Cohere’s [Privacy Policy]( https://cohere.com/privacy). You’ll
  receive email updates about Cohere Labs and Cohere research, events, products and
  services. You can unsubscribe at any time.
language:
- en
- fr
- de
- es
- it
- pt
- ja
- ko
- zh
- ar
- el
- fa
- pl
- id
- cs
- he
- hi
- nl
- ro
- ru
- tr
- uk
- vi
library_name: transformers
license: cc-by-nc-4.0
quantized_by: mradermacher
---
## About

<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type:  -->
static quants of https://huggingface.co/CohereLabs/aya-23-8B

<!-- provided-files -->
weighted/imatrix quants are available at https://huggingface.co/mradermacher/aya-23-8B-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 |
|:-----|:-----|--------:|:------|
| [GGUF](https://huggingface.co/mradermacher/aya-23-8B-GGUF/resolve/main/aya-23-8B.Q2_K.gguf) | Q2_K | 3.5 |  |
| [GGUF](https://huggingface.co/mradermacher/aya-23-8B-GGUF/resolve/main/aya-23-8B.IQ3_XS.gguf) | IQ3_XS | 3.8 |  |
| [GGUF](https://huggingface.co/mradermacher/aya-23-8B-GGUF/resolve/main/aya-23-8B.Q3_K_S.gguf) | Q3_K_S | 4.0 |  |
| [GGUF](https://huggingface.co/mradermacher/aya-23-8B-GGUF/resolve/main/aya-23-8B.IQ3_S.gguf) | IQ3_S | 4.0 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/aya-23-8B-GGUF/resolve/main/aya-23-8B.IQ3_M.gguf) | IQ3_M | 4.1 |  |
| [GGUF](https://huggingface.co/mradermacher/aya-23-8B-GGUF/resolve/main/aya-23-8B.Q3_K_M.gguf) | Q3_K_M | 4.3 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/aya-23-8B-GGUF/resolve/main/aya-23-8B.Q3_K_L.gguf) | Q3_K_L | 4.6 |  |
| [GGUF](https://huggingface.co/mradermacher/aya-23-8B-GGUF/resolve/main/aya-23-8B.IQ4_XS.gguf) | IQ4_XS | 4.7 |  |
| [GGUF](https://huggingface.co/mradermacher/aya-23-8B-GGUF/resolve/main/aya-23-8B.Q4_K_S.gguf) | Q4_K_S | 4.9 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/aya-23-8B-GGUF/resolve/main/aya-23-8B.Q4_K_M.gguf) | Q4_K_M | 5.2 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/aya-23-8B-GGUF/resolve/main/aya-23-8B.Q5_K_S.gguf) | Q5_K_S | 5.8 |  |
| [GGUF](https://huggingface.co/mradermacher/aya-23-8B-GGUF/resolve/main/aya-23-8B.Q5_K_M.gguf) | Q5_K_M | 5.9 |  |
| [GGUF](https://huggingface.co/mradermacher/aya-23-8B-GGUF/resolve/main/aya-23-8B.Q6_K.gguf) | Q6_K | 6.7 | very good quality |
| [GGUF](https://huggingface.co/mradermacher/aya-23-8B-GGUF/resolve/main/aya-23-8B.Q8_0.gguf) | Q8_0 | 8.6 | fast, best quality |
| [GGUF](https://huggingface.co/mradermacher/aya-23-8B-GGUF/resolve/main/aya-23-8B.f16.gguf) | f16 | 16.2 | 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.

<!-- end -->