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Arcee AI Trinity-Large-Thinking: The $20M Open Model Chasing Claude

A 26-person startup spent $20M training a 400B MoE model on 2,048 B300 GPUs — and produced the strongest open reasoning model outside China. Trinity-Large-Thinking ranks #1 on τ²-Airline at 1/28th the cost of Claude Opus 4.6.

arcee-aitrinitymoeopen-sourceapache-2llmagentic-aireasoning

Qwen3.5-35B-A3B: Production Deployment on GB10 Grace Blackwell

Deploy Qwen's latest agentic coding model with vLLM on NVIDIA DGX Spark. Complete configuration for tool calling, extended context, and optimal performance on the GB10 Grace Blackwell Superchip.

qwenvllmllmself-hosteddockernvidiagb10agentic-ai