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Model Intelligence Sheet

lmstudio-community/aya-23-8b-gguf overview

๐Ÿ’ซ Community Model> Aya 23 8B by Cohere For AI ๐Ÿ‘พ LM Studio Community models highlights program. Highlighting new & noteworthy models by the community. Join the conversation on Discord. Model creator: Cohere For AI Original model: aya-23-8B GGUF quantization: provided by bartowski based on llama.cpp release b2965

transformersgguftext-generationenfrdeesitptjakozharelfaplidcshehinlrorutrukvibase_model:CohereLabs/aya-23-8Bbase_model:quantized:CohereLabs/aya-23-8Blicense:cc-by-nc-4.0endpoints_compatible
lmstudio-community/aya-23-8b-gguf visual
Downloads
280
Likes
10
Pipeline
text-generation
Library
transformers
Visibility
Public
Access
Open

Repository Files & Downloads

7 files detected
Direct downloads for all repository files
FileTypeQuantizationSizeLink
aya-23-8B-IQ4_NL.gguf GGUF IQ4_NL 4.48 GB Download
aya-23-8B-Q3_K_L.gguf GGUF Q3_K_L 4.22 GB Download
aya-23-8B-Q4_K_M.gguf GGUF Q4_K_M 4.71 GB Download
aya-23-8B-Q5_K_M.gguf GGUF Q5_K_M 5.40 GB Download
aya-23-8B-Q6_K.gguf GGUF Q6_K 6.14 GB Download
aya-23-8B-Q8_0.gguf GGUF โ€” 7.95 GB Download
aya-23-8B-f16.gguf GGUF F16 14.96 GB Download

Model Details Live

Model Slug
lmstudio-community/aya-23-8b-gguf
Author
lmstudio-community
Pipeline Task
text-generation
Library
transformers
Created
2024-05-23
Last Modified
2024-05-23
Gated
No
Private
No
HF SHA
f1d09479330c8f347b85eecd49806d929502278c
License
cc-by-nc-4.0
Language
en, fr, de, es, it, pt, ja, ko, zh, ar, el, fa, pl, id, cs, he, hi, nl, ro, ru, tr, uk, vi
Base Model
CohereForAI/aya-23-8B

Metadata Inspector

Normalized metadata (stored in metadata_json)
{
  "metadata": {},
  "card_data": {
    "library_name": "transformers",
    "language": [
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      "fr",
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    ],
    "license": "cc-by-nc-4.0",
    "quantized_by": "bartowski",
    "pipeline_tag": "text-generation",
    "lm_studio": {
      "param_count": "8b",
      "use_case": "general",
      "release_date": "23-05-2024",
      "model_creator": "CohereForAI",
      "prompt_template": "Cohere Command R",
      "system_prompt": "You are a helpful AI assistant",
      "base_model": "cohere",
      "original_repo": "CohereForAI/aya-23-8B"
    },
    "base_model": "CohereForAI/aya-23-8B",
    "frontmatter": {
      "library_name": "transformers",
      "language": [
        "en",
        "fr",
        "de",
        "es",
        "it",
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        "ja",
        "ko",
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        "nl",
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      ],
      "license": "cc-by-nc-4.0",
      "quantized_by": "bartowski",
      "pipeline_tag": "text-generation",
      "lm_studio": [],
      "base_model": "CohereForAI/aya-23-8B"
    },
    "hero_image_url": "",
    "summary": "## ๐Ÿ’ซ Community Model> Aya 23 8B by Cohere For AI *๐Ÿ‘พ LM Studio Community models highlights program. Highlighting new & noteworthy models by the community. Join the conversation on Discord*. **Model creator:** Cohere For AI **Original model**: aya-23-8B **GGUF quantization:** provided by bartowski based on llama.cpp release b2965",
    "quick_links": [],
    "benchmark_table_html": "",
    "readme_markdown": "---\nlibrary_name: transformers\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\nlicense: cc-by-nc-4.0\nquantized_by: bartowski\npipeline_tag: text-generation\nlm_studio:\n  param_count: 8b\n  use_case: general\n  release_date: 23-05-2024\n  model_creator: CohereForAI\n  prompt_template: Cohere Command R\n  system_prompt: You are a helpful AI assistant\n  base_model: cohere\n  original_repo: CohereForAI/aya-23-8B\nbase_model: CohereForAI/aya-23-8B\n---\n## ๐Ÿ’ซ Community Model> Aya 23 8B by Cohere For AI\n\n*๐Ÿ‘พ [LM Studio](https://lmstudio.ai) Community models highlights program. Highlighting new & noteworthy models by the community. Join the conversation on [Discord](https://discord.gg/aPQfnNkxGC)*.\n\n**Model creator:** [Cohere For AI](https://huggingface.co/CohereForAI)<br>\n**Original model**: [aya-23-8B](https://huggingface.co/CohereForAI/aya-23-8B)<br>\n**GGUF quantization:** provided by [bartowski](https://huggingface.co/bartowski) based on `llama.cpp` release [b2965](https://github.com/ggerganov/llama.cpp/releases/tag/b2965)<br>\n\n## Model Summary:\n\nAya 23 are brand new instruction tuned multilingual models from Cohere. This model should perform well at logic across a wide variety of languages.<br>\nThis is the 8B version of the model, and seems to perform well for its size across multi-lingual benchmarks.\n\n## Prompt template:\n\nChoose the `Cohere Command R` preset in your LM Studio.\n\nUnder the hood, the model will see a prompt that's formatted like so:\n\n```\n<BOS_TOKEN><|START_OF_TURN_TOKEN|><|SYSTEM_TOKEN|>\n{system_prompt}\n<|END_OF_TURN_TOKEN|><|START_OF_TURN_TOKEN|><|USER_TOKEN|>\n{prompt}\n<|END_OF_TURN_TOKEN|><|START_OF_TURN_TOKEN|><|CHATBOT_TOKEN|>\n\n```\n\n## Technical Details\n\nAya 23 covers the following languages:\n - Arabic, Chinese (simplified & traditional), Czech, Dutch, English, French, German, Greek, Hebrew, Hindi, Indonesian, Italian, Japanese, Korean, Persian, Polish, Portuguese, Romanian, Russian, Spanish, Turkish, Ukrainian, and Vietnamese\n\nThe Aya training dataset can be found here:\n - https://huggingface.co/datasets/CohereForAI/aya_collection\n\nMore technical details can be found from Cohere [here](https://cohere.com/research/papers/aya-command-23-8b-and-35b-technical-report-2024-05-23)\n\n## Special thanks\n\n๐Ÿ™ Special thanks to [Georgi Gerganov](https://github.com/ggerganov) and the whole team working on [llama.cpp](https://github.com/ggerganov/llama.cpp/) for making all of this possible.\n\n๐Ÿ™ Special thanks to [Kalomaze](https://github.com/kalomaze), [Dampf](https://github.com/Dampfinchen) and [turboderp](https://github.com/turboderp/) for their work on the dataset (linked [here](https://gist.github.com/bartowski1182/b6ac44691e994344625687afe3263b3a)) that was used for calculating the imatrix for all sizes.\n\n## Disclaimers\n\nLM Studio is not the creator, originator, or owner of any Model featured in the Community Model Program. Each Community Model is created and provided by third parties. LM Studio does not endorse, support, represent or guarantee the completeness, truthfulness, accuracy, or reliability of any Community Model.  You understand that Community Models can produce content that might be offensive, harmful, inaccurate or otherwise inappropriate, or deceptive. Each Community Model is the sole responsibility of the person or entity who originated such Model. LM Studio may not monitor or control the Community Models and cannot, and does not, take responsibility for any such Model. LM Studio disclaims all warranties or guarantees about the accuracy, reliability or benefits of the Community Models.  LM Studio further disclaims any warranty that the Community Model will meet your requirements, be secure, uninterrupted or available at any time or location, or error-free, viruses-free, or that any errors will be corrected, or otherwise. You will be solely responsible for any damage resulting from your use of or access to the Community Models, your downloading of any Community Model, or use of any other Community Model provided by or through LM Studio.",
    "related_quantizations": []
  },
  "tags": [
    "transformers",
    "gguf",
    "text-generation",
    "en",
    "fr",
    "de",
    "es",
    "it",
    "pt",
    "ja",
    "ko",
    "zh",
    "ar",
    "el",
    "fa",
    "pl",
    "id",
    "cs",
    "he",
    "hi",
    "nl",
    "ro",
    "ru",
    "tr",
    "uk",
    "vi",
    "base_model:CohereLabs/aya-23-8B",
    "base_model:quantized:CohereLabs/aya-23-8B",
    "license:cc-by-nc-4.0",
    "endpoints_compatible",
    "region:us",
    "conversational"
  ],
  "likes": 10,
  "downloads": 280,
  "gated": false,
  "private": false,
  "last_modified": "2024-05-23T16:43:17.000Z",
  "created_at": "2024-05-23T16:02:11.000Z",
  "pipeline_tag": "text-generation",
  "library_name": "transformers"
}
Source payload excerpt (from Hugging Face API)
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  "createdAt": "2024-05-23T16:02:11.000Z",
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