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thc1006 / qwen3.6-speculative-decoding-rtx3090

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First public benchmark of llama.cpp speculative decoding on Qwen3.6-35B-A3B with a single RTX 3090 (post PR #19493 merge, 2026-04-19). 19 configurations covering ngram-cache, ngram-mod, and classic draft with vocab-matched Qwen3.5-0.8B. Finding: no variant achieves net speedup on Ampere + A3B MoE. Raw JSON, plots, full reproducibility.

benchmark cuda moe ampere mixture-of-experts inference-benchmark llama-cpp ggml local-llm llm-inference qwen speculative-decoding qwen3 rtx-3090
  • Updated Apr 22, 2026
  • Python

GWD99 / gpu-cpu-tray-monitor

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Lightweight GPU & CPU system tray monitor for NVIDIA GPUs (RTX 5090, RTX 6000, RTX 4090, RTX 3090, Tesla, TCC mode). Real-time power, temperature, VRAM & CPU usage badges. Works where HWMonitor, GPU-Z & MSI Afterburner fail.

python windows nvidia nvidia-smi system-tray system-monitor gpu-temperature cpu-monitor hwmonitor gpu-usage gpu-monitor pynvml rtx-5090 gpu-power vram-monitor rtx-4090 rtx-3090 rtx-6000 tcc-mode brandulate
  • Updated Feb 19, 2026
  • Python

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