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Tag: Hugging Face

  • Ripple-65B Preview: A $32M Dense Model From a Five-Person Team Tops U.S. Open-Weight Agentic Coding

    by Chris DePuy, 650 Group / November 5, 2026 On November 4, 2026, Ricursive Intelligence released Ripple-65B Preview, a 65-billion-parameter dense Transformer language model the company says it developed and trained for $32 million. The model card posts 80.52 on TerminalBench 2.1 and positions that score as the U.S. open-weight state-of-the-art on agentic coding, ahead…

  • How to Flash DeepSeek V4.1 on an RTX 3090 Fidelity Check

    by Chris DePuy, 650 Group / November 2, 2026 On October 29, an operator published a one-card Windows build for the full DeepSeek V4.1 Flash 1017 checkpoint. It ran on a single RTX 3090 with 192 GB memory and, in DGX Spark terms, served 41 tokens per second. The measurement that carries the story is…

  • Kimi K3 Open at 2.8 Trillion Parameters Closes The Gap

    by Chris DePuy / July 28, 2026 On July 27, Moonshot AI made good on its promise: the full weights of Kimi K3 — at 2.8 trillion total parameters the largest open-weight model ever released — went live on Hugging Face under a Modified MIT license. The release includes the model’s technical report and a…

  • Poolside’s Laguna S 2.1 118B Punches Above Its Weight

    by Chris DePuy / July 28, 2026 This week, the local AI community has been running Poolside’s latest open-weight model, Laguna S 2.1, on everything from single DGX Sparks to 3090 Quad workstations. Released on July 21, Laguna S 2.1 is a 118B total parameter Mixture-of-Experts model with 8B activated parameters per token, a 1M-token…

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