cogni-brain

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Qwen3.8-Flash-Next as Cogni-Brain on NVIDIA DGX Spark (GB10): HashK GPU PLE + SGLang NEXTN, 36.8 tok/s code, 100/100 tool-eval, 262K context.

reasoning speculative-decoding sglang agentic-ai tool-calling nvfp4 dgx-spark grace-blackwell sm121 fp8-kv-cache nextn cogni-brain qwen38-flash-next hashk spark-brain

Running Cogni-Brain on DGX Spark · Nemotron-3.5-Lightning-30B-A3B-NVFP4 + DSpark (1M context)

vllm llm-inference speculative-decoding nemotron nvfp4 dgx-spark 1m-context dspark cogni-brain

Laguna-S-2.1-NVFP4 Cogni-Brain on DGX Spark: 262K context, ~27 tok/s, 97/100 Tool-Eval, DFlash speculative decoding.

vllm local-llm speculative-decoding tool-calling gb10 nvfp4 dgx-spark poolside-ai laguna-s cogni-brain

GLM-5.3-Flash (ox-alpha) as Cogni-Brain on single NVIDIA DGX Spark (GB10): llama.cpp SM 121a, 18.7 tok/s decode, 32K context, 100/100 tool-eval

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