Daily AI news, sourcedOn Nov 5, Together AI launched Together Compiler for continual agentic optimization of AI inference.
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On Nov 5, Together AI launched Together Compiler for continual agentic optimization of AI inference.
- Official
Together AI launches Together Compiler for continual agentic optimization of AI inference
Together AI published this on Nov 5, 2026 (source: together.ai).
Together AI introduced Together Compiler (TKCC), described as a continual optimization loop that uses high-throughput agents and persistent engines to tune inference across shifting models, hardware, and traffic shapes. The company says that in under 24 hours TKCC reached up to 2.6× higher tokens per second on frontier open models (including Kimi K3, GLM 5.3, MiniMax M3.1-Flash, and DeepSeek v4.1-Flash), posted SemiAnalysis InferenceX low-latency marks of 1111 TPS on MiniMax M3.1-Flash and 1205 TPS on DeepSeek v4.1-Flash, and beat available open-source megakernels by about 1.7× on a Llama 1B batch-size-1 setting, enabled by roughly 252× higher experiment throughput versus baseline agentic optimizers. Together says the compiler is already serving production traffic and also generalizes beyond LLM inference.
Source: Together AI
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