mradermacher/aya-23-35B-i1-GGUF

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base_model: CohereLabs/aya-23-35B extragatedfields: 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 extragatedprompt: By submitting this form, you agree to the License Agreement and acknowledge that the information you provide will be collected, used, and shared in accordance with Cohere’s Privacy Policy. You’ll receive email updates about Cohere Labs and Cohere research, events, products and services. You can unsubscribe at any time. language:

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library_name: transformers license: cc-by-nc-4.0 quantized_by: mradermacher

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About

weighted/imatrix quants of https://huggingface.co/CohereLabs/aya-23-35B

static quants are available at https://huggingface.co/mradermacher/aya-23-35B-GGUF

Usage

If you are unsure how to use GGUF files, refer to one of TheBloke's
READMEs 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	i1-IQ1_S	8.6	for the desperate
GGUF	i1-IQ1_M	9.2	mostly desperate
GGUF	i1-IQ2_XXS	10.3
GGUF	i1-IQ2_XS	11.2
GGUF	i1-IQ2_S	11.9
GGUF	i1-IQ2_M	12.8
GGUF	i1-Q2K	13.9	IQ3XXS probably better
GGUF	i1-IQ3_XXS	13.9	lower quality
GGUF	i1-IQ3_XS	15.2
GGUF	i1-IQ3S	16.0	beats Q3K*
GGUF	i1-Q3KS	16.0	IQ3XS probably better
GGUF	i1-IQ3_M	16.8
GGUF	i1-Q3KM	17.7	IQ3S probably better
GGUF	i1-Q3KL	19.2	IQ3M probably better
GGUF	i1-IQ4_XS	19.3
GGUF	i1-Q4_0	20.4	fast, low quality
GGUF	i1-Q4K_S	20.5	optimal size/speed/quality
GGUF	i1-Q4K_M	21.6	fast, recommended
GGUF	i1-Q5K_S	24.4
GGUF	i1-Q5K_M	25.1
GGUF	i1-Q6K	28.8	practically like static Q6K

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

!image.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, for letting
me use its servers and providing upgrades to my workstation to enable
this work in my free time.