mradermacher/aya-23-35b-i1-gguf overview

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    "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.",
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    "library_name": "transformers",
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    "quantized_by": "mradermacher",
    "frontmatter": {
      "base_model": "CohereLabs/aya-23-35B",
      "extra_gated_fields": [
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        "Peru",
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        "Russia",
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      "extra_gated_prompt": "By submitting this form, you agree to the [License Agreement](https://cohere.com/c4ai-cc-by-nc-license)  and",
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    "summary": "## 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",
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    "readme_markdown": "---\nbase_model: CohereLabs/aya-23-35B\nextra_gated_fields:\n  Affiliation: text\n  Country:\n    options:\n    - Aruba\n    - Afghanistan\n    - Angola\n    - Anguilla\n    - Åland Islands\n    - Albania\n    - Andorra\n    - United Arab Emirates\n    - Argentina\n    - Armenia\n    - American Samoa\n    - Antarctica\n    - French Southern Territories\n    - Antigua and Barbuda\n    - Australia\n    - Austria\n    - Azerbaijan\n    - Burundi\n    - Belgium\n    - Benin\n    - Bonaire Sint Eustatius and Saba\n    - Burkina Faso\n    - Bangladesh\n    - Bulgaria\n    - Bahrain\n    - Bahamas\n    - Bosnia and Herzegovina\n    - Saint Barthélemy\n    - Belarus\n    - Belize\n    - Bermuda\n    - Plurinational State of Bolivia\n    - Brazil\n    - Barbados\n    - Brunei-Darussalam\n    - Bhutan\n    - Bouvet-Island\n    - Botswana\n    - Central African Republic\n    - Canada\n    - Cocos (Keeling) Islands\n    - Switzerland\n    - Chile\n    - China\n    - Côte-dIvoire\n    - Cameroon\n    - Democratic Republic of the Congo\n    - Cook Islands\n    - Colombia\n    - Comoros\n    - Cabo Verde\n    - Costa Rica\n    - Cuba\n    - Curaçao\n    - Christmas Island\n    - Cayman Islands\n    - Cyprus\n    - Czechia\n    - Germany\n    - Djibouti\n    - Dominica\n    - Denmark\n    - Dominican Republic\n    - Algeria\n    - Ecuador\n    - Egypt\n    - Eritrea\n    - Western Sahara\n    - Spain\n    - Estonia\n    - Ethiopia\n    - Finland\n    - Fiji\n    - Falkland Islands (Malvinas)\n    - France\n    - Faroe Islands\n    - Federated States of Micronesia\n    - Gabon\n    - United Kingdom\n    - Georgia\n    - Guernsey\n    - Ghana\n    - Gibraltar\n    - Guinea\n    - Guadeloupe\n    - Gambia\n    - Guinea Bissau\n    - Equatorial Guinea\n    - Greece\n    - Grenada\n    - Greenland\n    - Guatemala\n    - French Guiana\n    - Guam\n    - Guyana\n    - Hong Kong\n    - Heard Island and McDonald Islands\n    - Honduras\n    - Croatia\n    - Haiti\n    - Hungary\n    - Indonesia\n    - Isle of Man\n    - India\n    - British Indian Ocean Territory\n    - Ireland\n    - Islamic Republic of Iran\n    - Iraq\n    - Iceland\n    - Israel\n    - Italy\n    - Jamaica\n    - Jersey\n    - Jordan\n    - Japan\n    - Kazakhstan\n    - Kenya\n    - Kyrgyzstan\n    - Cambodia\n    - Kiribati\n    - Saint-Kitts-and-Nevis\n    - South Korea\n    - Kuwait\n    - Lao-Peoples-Democratic-Republic\n    - Lebanon\n    - Liberia\n    - Libya\n    - Saint-Lucia\n    - Liechtenstein\n    - Sri Lanka\n    - Lesotho\n    - Lithuania\n    - Luxembourg\n    - Latvia\n    - Macao\n    - Saint Martin (French-part)\n    - Morocco\n    - Monaco\n    - Republic of Moldova\n    - Madagascar\n    - Maldives\n    - Mexico\n    - Marshall Islands\n    - North Macedonia\n    - Mali\n    - Malta\n    - Myanmar\n    - Montenegro\n    - Mongolia\n    - Northern Mariana Islands\n    - Mozambique\n    - Mauritania\n    - Montserrat\n    - Martinique\n    - Mauritius\n    - Malawi\n    - Malaysia\n    - Mayotte\n    - Namibia\n    - New Caledonia\n    - Niger\n    - Norfolk Island\n    - Nigeria\n    - Nicaragua\n    - Niue\n    - Netherlands\n    - Norway\n    - Nepal\n    - Nauru\n    - New Zealand\n    - Oman\n    - Pakistan\n    - Panama\n    - Pitcairn\n    - Peru\n    - Philippines\n    - Palau\n    - Papua New Guinea\n    - Poland\n    - Puerto Rico\n    - North Korea\n    - Portugal\n    - Paraguay\n    - State of Palestine\n    - French Polynesia\n    - Qatar\n    - Réunion\n    - Romania\n    - Russia\n    - Rwanda\n    - Saudi Arabia\n    - Sudan\n    - Senegal\n    - Singapore\n    - South Georgia and the South Sandwich Islands\n    - Saint Helena Ascension and Tristan da Cunha\n    - Svalbard and Jan Mayen\n    - Solomon Islands\n    - Sierra Leone\n    - El Salvador\n    - San Marino\n    - Somalia\n    - Saint Pierre and Miquelon\n    - Serbia\n    - South Sudan\n    - Sao Tome and Principe\n    - Suriname\n    - Slovakia\n    - Slovenia\n    - Sweden\n    - Eswatini\n    - Sint Maarten (Dutch-part)\n    - Seychelles\n    - Syrian Arab Republic\n    - Turks and Caicos Islands\n    - Chad\n    - Togo\n    - Thailand\n    - Tajikistan\n    - Tokelau\n    - Turkmenistan\n    - Timor Leste\n    - Tonga\n    - Trinidad and Tobago\n    - Tunisia\n    - Turkey\n    - Tuvalu\n    - Taiwan\n    - United Republic of Tanzania\n    - Uganda\n    - Ukraine\n    - United States Minor Outlying Islands\n    - Uruguay\n    - United-States\n    - Uzbekistan\n    - Holy See (Vatican City State)\n    - Saint Vincent and the Grenadines\n    - Bolivarian Republic of Venezuela\n    - Virgin Islands British\n    - Virgin Islands U.S.\n    - VietNam\n    - Vanuatu\n    - Wallis and Futuna\n    - Samoa\n    - Yemen\n    - South Africa\n    - Zambia\n    - Zimbabwe\n    type: select\n  I agree to use this model for non-commercial use ONLY: checkbox\n  Name: text\nextra_gated_prompt: By submitting this form, you agree to the [License Agreement](https://cohere.com/c4ai-cc-by-nc-license)  and\n  acknowledge that the information you provide will be collected, used, and shared\n  in accordance with Cohere’s [Privacy Policy]( https://cohere.com/privacy). You’ll\n  receive email updates about Cohere Labs and Cohere research, events, products and\n  services. You can unsubscribe at any time.\nlanguage:\n- en\n- fr\n- de\n- es\n- it\n- pt\n- ja\n- ko\n- zh\n- ar\n- el\n- fa\n- pl\n- id\n- cs\n- he\n- hi\n- nl\n- ro\n- ru\n- tr\n- uk\n- vi\nlibrary_name: transformers\nlicense: cc-by-nc-4.0\nquantized_by: mradermacher\n---\n## About\n\n<!-- ### quantize_version: 2 -->\n<!-- ### output_tensor_quantised: 1 -->\n<!-- ### convert_type: hf -->\n<!-- ### vocab_type:  -->\nweighted/imatrix quants of https://huggingface.co/CohereLabs/aya-23-35B\n\n<!-- provided-files -->\nstatic quants are available at https://huggingface.co/mradermacher/aya-23-35B-GGUF\n## Usage\n\nIf you are unsure how to use GGUF files, refer to one of [TheBloke's\nREADMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for\nmore details, including on how to concatenate multi-part files.\n\n## Provided Quants\n\n(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)\n\n| Link | Type | Size/GB | Notes |\n|:-----|:-----|--------:|:------|\n| [GGUF](https://huggingface.co/mradermacher/aya-23-35B-i1-GGUF/resolve/main/aya-23-35B.i1-IQ1_S.gguf) | i1-IQ1_S | 8.6 | for the desperate |\n| [GGUF](https://huggingface.co/mradermacher/aya-23-35B-i1-GGUF/resolve/main/aya-23-35B.i1-IQ1_M.gguf) | i1-IQ1_M | 9.2 | mostly desperate |\n| [GGUF](https://huggingface.co/mradermacher/aya-23-35B-i1-GGUF/resolve/main/aya-23-35B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 10.3 |  |\n| [GGUF](https://huggingface.co/mradermacher/aya-23-35B-i1-GGUF/resolve/main/aya-23-35B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 11.2 |  |\n| [GGUF](https://huggingface.co/mradermacher/aya-23-35B-i1-GGUF/resolve/main/aya-23-35B.i1-IQ2_S.gguf) | i1-IQ2_S | 11.9 |  |\n| [GGUF](https://huggingface.co/mradermacher/aya-23-35B-i1-GGUF/resolve/main/aya-23-35B.i1-IQ2_M.gguf) | i1-IQ2_M | 12.8 |  |\n| [GGUF](https://huggingface.co/mradermacher/aya-23-35B-i1-GGUF/resolve/main/aya-23-35B.i1-Q2_K.gguf) | i1-Q2_K | 13.9 | IQ3_XXS probably better |\n| [GGUF](https://huggingface.co/mradermacher/aya-23-35B-i1-GGUF/resolve/main/aya-23-35B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 13.9 | lower quality |\n| [GGUF](https://huggingface.co/mradermacher/aya-23-35B-i1-GGUF/resolve/main/aya-23-35B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 15.2 |  |\n| [GGUF](https://huggingface.co/mradermacher/aya-23-35B-i1-GGUF/resolve/main/aya-23-35B.i1-IQ3_S.gguf) | i1-IQ3_S | 16.0 | beats Q3_K* |\n| [GGUF](https://huggingface.co/mradermacher/aya-23-35B-i1-GGUF/resolve/main/aya-23-35B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 16.0 | IQ3_XS probably better |\n| [GGUF](https://huggingface.co/mradermacher/aya-23-35B-i1-GGUF/resolve/main/aya-23-35B.i1-IQ3_M.gguf) | i1-IQ3_M | 16.8 |  |\n| [GGUF](https://huggingface.co/mradermacher/aya-23-35B-i1-GGUF/resolve/main/aya-23-35B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 17.7 | IQ3_S probably better |\n| [GGUF](https://huggingface.co/mradermacher/aya-23-35B-i1-GGUF/resolve/main/aya-23-35B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 19.2 | IQ3_M probably better |\n| [GGUF](https://huggingface.co/mradermacher/aya-23-35B-i1-GGUF/resolve/main/aya-23-35B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 19.3 |  |\n| [GGUF](https://huggingface.co/mradermacher/aya-23-35B-i1-GGUF/resolve/main/aya-23-35B.i1-Q4_0.gguf) | i1-Q4_0 | 20.4 | fast, low quality |\n| [GGUF](https://huggingface.co/mradermacher/aya-23-35B-i1-GGUF/resolve/main/aya-23-35B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 20.5 | optimal size/speed/quality |\n| [GGUF](https://huggingface.co/mradermacher/aya-23-35B-i1-GGUF/resolve/main/aya-23-35B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 21.6 | fast, recommended |\n| [GGUF](https://huggingface.co/mradermacher/aya-23-35B-i1-GGUF/resolve/main/aya-23-35B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 24.4 |  |\n| [GGUF](https://huggingface.co/mradermacher/aya-23-35B-i1-GGUF/resolve/main/aya-23-35B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 25.1 |  |\n| [GGUF](https://huggingface.co/mradermacher/aya-23-35B-i1-GGUF/resolve/main/aya-23-35B.i1-Q6_K.gguf) | i1-Q6_K | 28.8 | practically like static Q6_K |\n\nHere is a handy graph by ikawrakow comparing some lower-quality quant\ntypes (lower is better):\n\n![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png)\n\nAnd here are Artefact2's thoughts on the matter:\nhttps://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9\n\n## FAQ / Model Request\n\nSee https://huggingface.co/mradermacher/model_requests for some answers to\nquestions you might have and/or if you want some other model quantized.\n\n## Thanks\n\nI thank my company, [nethype GmbH](https://www.nethype.de/), for letting\nme use its servers and providing upgrades to my workstation to enable\nthis work in my free time.\n\n<!-- end -->\n",
    "related_quantizations": []
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    "base_model:CohereLabs/aya-23-35B",
    "base_model:quantized:CohereLabs/aya-23-35B",
    "license:cc-by-nc-4.0",
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