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Llama
Multimodal Multilingual Llama Dataset
🤖 Llama 3.1 by Meta
Released by Meta on July 23, 2024, Llama 3.1 is a family of multilingual LLMs (8B, 70B, 405B) optimized for text-based dialogue. These auto-regressive transformer models excel in chat applications, outperforming many open-source and closed models on industry benchmarks.
Grok🧹 Data & Multilingual Tools
Pretrained on 15T+ tokens from public online sources (cutoff: Dec 2023), Llama 3.1 supports 8 languages (e.g., English, Spanish, Hindi) with a 128k context length. Instruction-tuned versions leverage SFT and RLHF for enhanced dialogue, also supporting code generation.
Distill🔧 Optimization & Efficiency
Built with Grouped-Query Attention (GQA) for scalable inference, Llama 3.1 was trained on Meta’s GPU clusters (39.3M H100 GPU hours). It balances performance and efficiency, offering commercial and research utility under a custom license.
Copilot⚖️ Ethics & Safety
Llama 3.1 emphasizes responsible use, fine-tuned with human feedback and synthetic data to enhance safety and tone. Developers must tailor safeguards for specific applications, supported by tools like Llama Guard 3. Usage adheres to the Community License.
Claude🤝 Community & 📊 Performance
With top scores (e.g., MMLU: 87.3 for 405B Instruct), Llama 3.1 supports research and innovation via open collaboration. Trained on diverse data, it enables synthetic data generation and model distillation, backed by Meta’s net-zero emissions infrastructure.
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