TensorRT-LLM

Model ● Covered in 3 stories Compare ⇄ + Follow

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Specifications

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Latest developments

Benchmarking inference at scale: coding agents Together AI · 2 months ago · 49

Introducing AutoJudge: Streamlined inference acceleration via automated dataset curation Together AI · 8 months ago · 12

Introducing multi-backends (TRT-LLM, vLLM) support for Text Generation Inference Hugging Face Blog · 1 year ago · 11

Timeline

Month Quarter Year

2026

19 May Benchmarking inference at scale: coding agents

2025

Relationships

Products & technology

AutoJudge integrated with this model · 1 source
Text Generation Inference integrated with this model · 1 source

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TLDRocket 3 August 2026

OpenAI's preview of Astra, a model capable of solving decade-old mathematical problems using just $2,000 in compute, represents the most striking development yet in AI's shift from pattern-matching toward genuine discovery. But the week's real narrative runs deeper: as frontier models proliferate—DeepSeek's V4-Flash outperforming its flagship through better post-training, Alibaba's Qwen3.8-Max hitting 2.4 trillion parameters, Sakana AI's Namazu bringing Japanese-specialized reasoning to enterprise APIs—the axis of competition has moved decisively from raw capability to deployment, trust, and economic defensibility.

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