Overview
Canadian startup Taalas has developed custom hardware that runs Llama 3.1 8B at an unprecedented 17,000 tokens per second. Their breakthrough speed makes AI responses nearly instantaneous, representing a major leap in AI inference performance through specialized silicon design.
Key Points
- Custom hardware implementation achieves 17,000 tokens/second - responses are so fast they look like screenshots rather than streaming text
- Uses aggressive quantization combining 3-bit and 6-bit parameters - dramatically reduces computational requirements while maintaining model quality
- Available for testing at chatjimmy.ai - users can experience the speed difference firsthand
- Next generation will use 4-bit quantization - indicates ongoing hardware optimization with long development cycles