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+ ---
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+ base_model: meta-llama/Llama-3.2-11B-Vision-bnb-4bit
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+ language:
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+ - en
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+ library_name: transformers
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+ license: llama3.2
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+ tags:
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+ - llama-3
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+ - llama
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+ - meta
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+ - facebook
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+ - osllmai
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+ - transformers
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+ ---
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+
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+
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+ **osllm.ai Models Highlights Program**
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+
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+ **We believe there's no need to pay a token if you have a GPU on your computer.**
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+
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+ Highlighting new and noteworthy models from the community. Join the conversation on Discord.
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+
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+
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+ **Model creator**: Llama-3.2-11B-Vision-bnb-4bit
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+ **Original model**: Meta LLAMA 3.2
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+
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+
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+ <p align="center">
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+ <a href="https://osllm.ai">Official Website</a> &bull; <a href="https://docs.osllm.ai/index.html">Documentation</a> &bull; <a href="https://discord.gg/2fftQauwDD">Discord</a>
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+ </p>
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+
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+
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+
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+ <p align="center">
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+ <b>NEW:</b> <a href="https://docs.google.com/forms/d/1CQXJvxLUqLBSXnjqQmRpOyZqD6nrKubLz2WTcIJ37fU/prefill">Subscribe to our mailing list</a> for updates and news!
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+ </p>
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+
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+
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+
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+
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+
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+ **Acknowledgments**
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+ Our sincere gratitude to the Meta and Llama teams for their efforts in developing and releasing these models.
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+
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+ **Model Overview**
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+ The Meta Llama 3.2 collection features multilingual large language models (LLMs), available in 1B and 3B sizes, with capabilities in both text input and output. The instruction-tuned Llama 3.2 models are optimized for multilingual dialogue, excelling in agentic retrieval and summarization tasks. They demonstrate superior performance on standard industry benchmarks compared to many open-source and closed chat models.
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+
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+ - **Developer**: Meta
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+ - **Architecture**: Llama 3.2 is an auto-regressive language model utilizing an optimized transformer structure. Its tuned versions employ supervised fine-tuning (SFT) and reinforcement learning with human feedback (RLHF) to align with human preferences for helpfulness and safety.
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+ - **Supported Languages**: Officially supported languages include English, German, French, Italian, Portuguese, Hindi, Spanish, and Thai. Llama 3.2 has been trained on a wider array of languages, and developers may further fine-tune the model for additional languages, subject to the Llama 3.2 Community License and Acceptable Use Policy. Responsible and safe deployment practices are required.
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+ - **Token Counts**: Token references pertain solely to pretraining data. All versions employ Grouped-Query Attention (GQA) to enhance inference scalability.
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+
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+ **Release Information**
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+ - **Release Date**: September 25, 2024
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+ - **Status**: This is a static model based on an offline dataset. Future updates may further enhance model performance and safety.
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+ - **License**: Llama 3.2 usage is governed by the Llama 3.2 Community License, [a custom commercial license agreement](https://github.com/meta-llama/llama-models/blob/main/models/llama3_2/LICENSE).
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+
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+ **Feedback and Further Information**
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+ For questions or feedback regarding Llama 3.2, please refer to the model README. Additional technical details and guidance on generation parameters, as well as usage recipes, can be found [here](https://github.com/meta-llama/llama-recipes).
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+
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+
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+ **Disclaimers**
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+
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+ [osllm.ai](https://osllm.ai) is not the creator, originator, or owner of any Model featured in the Community Model Program.
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+ Each Community Model is created and provided by third parties. osllm.ai does not endorse, support, represent,
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+ or guarantee the completeness, truthfulness, accuracy, or reliability of any Community Model. You understand
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+ that Community Models can produce content that might be offensive, harmful, inaccurate, or otherwise
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+ inappropriate, or deceptive. Each Community Model is the sole responsibility of the person or entity who
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+ originated such Model. osllm.ai may not monitor or control the Community Models and cannot, and does not, take
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+ responsibility for any such Model. osllm.ai disclaims all warranties or guarantees about the accuracy,
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+ reliability, or benefits of the Community Models. osllm.ai further disclaims any warranty that the Community
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+ Model will meet your requirements, be secure, uninterrupted, or available at any time or location, or
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+ error-free, virus-free, or that any errors will be corrected, or otherwise. You will be solely responsible for
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+ any damage resulting from your use of or access to the Community Models, your downloading of any Community
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+ Model, or use of any other Community Model provided by or through [osllm.ai](https://osllm.ai).