Cohere's open agentic North Mini Code – accelerated with NVFP4 on spark-arena (opens in new tab)

Hey all, I just put up two Spark Arena runs of North Mini Code 1.0 — an FP8 reference and an NVFP4 quant we made — to see what the GB10’s native FP4 support buys us. It’s Cohere’s first open agentic coding model: a 30B MoE (3B active), Apache 2.0, built for exactly the kind of run-it-yourself, sovereign setup the Spark is great for. Blog here: North Mini Code: Agentic Coding Model for Developers | Cohere The results, same model / same recipe / same Spark, only the quant changed: Single user ...