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Llama 3.1 70B

Open Weights

Meta

Meta's mid-size open-weights model offering excellent performance-to-cost ratio. Balances capability and efficiency, making it practical for self-hosting on more accessible hardware (2-4 A100 GPUs). Features 128K context window and 8-language support. Optimized for multilingual dialogue and outperforms many available open-source models on industry benchmarks. Significantly more accessible than 405B while maintaining strong quality for most tasks.

Strengths

  • Excellent performance-to-cost ratio for open-weights models
  • More practical for self-hosting (2-4 A100 GPUs vs 8+ for 405B)
  • 128K context window handles long documents and conversations
  • Supports 8 languages with strong multilingual capabilities
  • Permissive license enables commercial use and fine-tuning
  • Outperforms many open-source models on standard benchmarks
  • API pricing typically $0.40-$1.00 per 1M tokens (cheaper than 405B)

Caveats

  • Lower capabilities than 405B or top proprietary models
  • Still requires significant GPU resources for self-hosting (140GB+ VRAM)
  • No vision or audio capabilities (text-only)
  • 4K max output tokens lower than some competitors
  • Quantization needed for consumer GPUs reduces quality
Vendor
Meta
Context Window
128,000 tokens
Max Output
4,096 tokens
License
Llama 3.1 Community License
Release Date
2024-07-23
Modalities
text

Capabilities

Vision
Audio
Video
Tool Use

Pricing

Open weights - free to download and self-host. API providers typically $0.40-$1.00 per 1M input tokens

Reviews

Comments