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Model: mradermacher/aya-23-8B-GGUF Source: Original Platform
2026-08-06 16:43:16 +08:00
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+---
+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 -->
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