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Everything You Need to Know About Lllama 3 8B & 70B
- Meta AI has released the third iteration of its Llama series, Llama 3. Llama 3 is a game-changer in the world of AI, with an exceptional contextual understanding that effortlessly handles complex tasks. Refined post-training processes reduce false refusal rates, improve response alignment, and enhance the model's ability to generate more accurate responses with more relevant interactions.
- Llama 3 uses 128K tokens that effectively encode language, substantially improving its performance. The model doubles its predecessor's capacity, with an 8K context length and trained sequences of 8,192 tokens, using a mask to prevent self-attention from crossing document boundaries.
- With over 5% of the training data consisting of high-quality non-English content covering 30 languages, Llama 3 is well-prepared for multilingual use cases. The 8-billion and 70-billion parameter models of Llama 3 have demonstrated impressive performance in their scale.
- Meta's Llama 3 is now available as a highly intelligent and accessible AI assistant across Meta's ecosystem, including Facebook, Instagram, WhatsApp, Messenger, and the web. The AI assistant enables users to ask questions, learn, create, and connect with the things that matter to them more efficiently. Meta also plans to test multimodal Meta AI on their Ray-Ban Meta smart glasses.
- Meta has updated its Responsible Use Guide (RUG) to ensure responsible use and prevent misuse by bad actors as Meta AI puts GPT-4-level power into users' hands. Advanced trust and safety tools such as Llama Guard 2 are used to ensure appropriate model usage, while Code Shield and Cybersec Eval 2 address AI safety concerns, including prompt injection vulnerabilities.
- As the Llama series continues to evolve and expand, it will be fascinating to see how these models are applied and what new possibilities they unlock in the realm of artificial intelligence. The impact of these models goes beyond improving Meta's products and includes the potential to drive significant progress in crucial fields like science and healthcare.
- Meta has heavily invested in developing cutting-edge AI models that they are responsibly open-sourcing. The company seeks to provide better, safer products, accelerate innovation, and foster a healthier market by making the world's most advanced AI accessible to everyone.
- Meta continues to train even more powerful models, with over 400 billion parameters currently in training. Llama 3's high-quality dataset sets the stage for remarkable advancements in AI technology, as data plays a crucial role in model training.
- To ensure its AI technology leads to better products and advancements that could benefit humanity, Meta empowers users and developers to explore and build innovative products and experiences by releasing Meta AI as a free-to-use, ChatGPT-like assistant.
- With continuous updates and refinements to safety measures, Meta AI states it will maintain its integrity, stay ahead of potential threats and maintain user trust as their models become smarter.
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