Together AI has launched Together Compiler (TKCC), a novel system designed to continuously optimize AI inference. TKCC utilizes high-throughput agents to adapt inference engines to dynamic workloads, model architectures, and hardware variations, achieving up to 2.6x higher transactions per second (TPS) on various frontier open-source models. This system outperforms existing benchmarks and addresses the challenge of maintaining optimal performance as user behavior and traffic patterns evolve, by employing a persistent engine that avoids costly restarts for each new optimization. AI
IMPACT Accelerates AI inference performance by continuously adapting to changing workloads and hardware, potentially lowering operational costs and improving user experience.
RANK_REASON Product launch from a notable AI infrastructure provider.
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- llama.cpp
- Qwen 3.8 27B
- R9700
- Strata
- Claude 3
- DeepSeek-v4.1-Flash-1017
- GPT-4
- Llama 3
- Qwen3.8-Flash-Next
- TensorRT-LLM
- vLLM
- GLM 5.3
- InferenceX
- Kimi k3
- Qwen 3.8
- Together AI
- Together Compiler
- DeepSeek v4.1 Flash
- MiniMax M3.1 Flash
- Nvidia B200
- Nvidia B300
- Nvidia H100
- PCI Express
- SGLang
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