Meta Llama 3Translation site

Meta Llama 3 is the latest open source big language model from Meta (Facebook), which offers significant improvements and features in performance, technical architecture, data training, and usability.

1. Release date and version::
   • Meta Llama 3 was officially released on April 19, 2024 and is available in two different sizes, 8B (8 billion parameters) and 70B (70 billion parameters).
2. technical architecture::
   • Meta Llama 3 employs an optimized autoregressive Transformer architecture designed to handle complex text generation tasks, improving the coherence and relevance of the generated text.
   • The model combines supervised fine-tuning (SFT) and reinforcement learning with human feedback (RLHF), a hybrid approach that not only enhances the helpfulness of the model, but also improves the safety, making the model more reliable and consistent with user expectations in real-world applications.
3. data training::
   • Meta Llama 3 was pre-trained using over 15 trillion tokens of publicly available online data that was selected to ensure extensive model training and high quality output. .
   • The pre-training data contains high-quality non-English data in more than 30 languages, but is predominantly in English.
4. performance::
   • Meta Llama 3 outperforms many existing open-source chat models in several industry-standard benchmarks, especially in conversation-based applications.
   • Meta claims that Llama 3 is the best performing open source large model for the same volume within the market today.
   • For example, in the TriviaQA-Wiki test, the 70B model achieves an astonishing accuracy of 89.71 TP4T, which is far superior to other models of the same size.
5. Security and Compliance::
   • Meta's commitment to offsetting all CO2 emissions from the pre-training process through its sustainability program demonstrates the company's commitment to the environment.
   • Llama 3 is used in strict compliance with laws and regulations to ensure that it is not used for any illegal activities, while emphasizing the importance of intellectual property and compliance.
   • The model is also equipped with new versions of trust and security tools such as Llama Guard 2, Code Shield and CyberSec Eval 2, which enhance the security of the model.
6. Availability and Deployment::
   • Meta Llama 3 is available as an open source project, allowing external developers to use it free of charge, opening up a whole new range of possibilities in business and research.
   • The model provides a variety of ways to use it, whether you are using someone else's deployed product directly, looking for deployed interfaces, or doing your own deployment, you can easily access it.
   • Platforms such as Hugging Face and Microsoft Azure also provide service access to Meta Llama 3, which is convenient and efficient.

Meta Llama 3 is one of the most highly regarded open source large language models on the market today due to its superior performance, advanced technical architecture, extensive data training, strict security and compliance, and convenient usability.