DeepSeek-V4.1-Flash-1017 EXL3 on 2x DGX Sparks with TensorFold
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The fastest way to run Qwen3.8-Flash-Next on Strix Halo (gfx1151)
Fable 5.1 orchestrates. GPT-5.6 Luna and DeepSeek V4 Flash implement.
Qwen3.8 Flash Next on one DGX Spark (TensorFold)
Production-grade recipe for DeepSeek-V4-Flash-0731 (284B MoE) on 2x NVIDIA DGX Spark: self-healing 2-node vLLM cluster, reboot-verified, tuned DSpark speculative decoding (~75 tok/s), full benchmarks, OpenAI Codex CLI integration
qwen38-flash-next recipe for solo GB10
qwen38-flash-next recipe for tp=2 GB10
Run Qwen3.8-Flash-Next (180B) on a single DGX Spark by keeping its 51B n-gram embedding table on NVMe
GLM-5.3-Flash (NVFP4) at TP4 across 4x DGX Spark via a switchless RoCE ring + DFlash2 β reproducible recipe
DeepSeek-V4.1-Flash on two DGX Sparks: EXL3 routed experts, 262k context, 2M-token KV, vision, tools, MTP, bundled with Pi
2x DGX Spark recipe for LibertAIDAI/GLM-5.3-Flash-NVFP4 (NVFP4, Ray TP=2, multimodal)
Recipe for the fastest 4bit qwen3.8FlashNext
Proxmox VE on Raspberry Pi: prebuilt arm64 images based on Raspberry Pi OS Lite, flashable via Raspberry Pi Imager
GLM-5.3-Flash (EXL3 4bpw + DFlash2) on 2x NVIDIA DGX Spark: one-shot installer, 33-74 tok/s c1, 1.3M+ context, vision
Unlocking NVIDIA CMP 90HX (GA102): kernel 6.12
A script to launch Qwen3.8-Flash-Next in a single DGX-Spark (or its variants) at 40+ tok/s inference speed.
Qwen3.8-Flash-Next on two DGX Sparks with TensorFold
Qwen3.8-Flash-Next 180B NVFP4 @ 231 tok/s on one RTX PRO 6000 Blackwell (sm120) - sglang patches, launchers, full optimization analysis
qwen3.8-flash-next on strix halo β 91g quant, 56 tok/s, 262k context, receipts included
One-menu RTX 5090 installer for fafstmobel with Cinference, DFlash2, K8V4, and vision.