rtx-4090

SNDR Core Engine (Genesis) — vLLM runtime patch-overlay for Qwen3.6 + Gemma4 on consumer NVIDIA (Ampere sm_86, 2× A5000/3090). Qwen3.6-35B-A3B FP8 ~240 tok/s, 27B-int4 hybrid GDN+Mamba, Gemma4 26B/31B AWQ, 256K ctx. 321 patches: TurboQuant k8v4 KV, MTP/DFlash spec-decode, FULL cudagraph, hybrid GDN. vLLM pin dev424 + Control Center GUI.

Qwen4-Exp (Qwen3.8-Flash-Next) SWA + MTP + PLE-on-iswa — bounded deep-context decode w/ long-range recall, TBQ4 4.25 bpv KV, DSpark + RotorQuant. Main (master) = Qwen4-Exp build; the Qwen35 SWA hybrid lives on the qwen35 branch. RTX 4090.

NInfer port for Qwen 3.8 27B on RTX 4090

Qwen3.8-27B on one RTX 4090: full native 262K context via E8 4-bit KV, up to 149 tok/s code decode with MTP3, sm_89-retuned attention prefill, vision, llama.cpp-compatible /metrics + /slots

THE FIRST DLSS 5 MANAGER

🖥 OpenCore EFI for ASUS ROG MAXIMUS Z790 HERO + Intel i9-13900K + RTX 4090 + RX 570 | macOS Sequoia 15.7.3

异环（Neverness To Everness / Ananta）光线追踪一键部署面板，基于 OptiScaler winmm 方案，默认推荐 RTX 5090，并支持本机/RTX 4090/RTX 5080M 配置、备份、恢复和本地 WebUI。

Unlocks RT Options in NTE Global PC for Low-Mid RTX Graphics Cards

Reproducible llama.cpp configs + per-category quality benches for Qwen3.6-27B on a single RTX 4090. Winners, dead ends, and the silent-corruption bug.

Durable local inference for Oh My Pi: NInfer + Qwen3.8 27B on one RTX 3090/4090/5090, with restart-resumable OpenAI Responses state.

Qwen3.6 vLLM Toolkit — Launcher + Templates, Optimized for 2×24 GB. vLLM launcher with an optimized hybrid chat template drawing from the best community fixes for Qwen 3.6 27B.

RTX 4090 (sm_89) Linux port of NInfer for Qwen3.6-27B

面向 8×RTX 4090（SM89）的 DeepSeek-V4-Flash-0731 MXFP4 SGLang 实验分支

Unlocking RTX 4090: 15s/it for 56B models (Flux 2.0 Dev + Mistral 24B). Protocol Marianna F2.11, P-State 'Defibrillation' method & Workflow. (Перевод: Разблокировка RTX 4090: 15 сек/ит для моделей 56B. Протокол Marianna F2.11, метод 'Дефибрилляции' P-state и Workflow.)

Quality-first local MiniMax H3 video-series generation and loopback API for dual RTX 4090 workstations, with native audio, references, P8/P9 continuity, and preserved artifacts.

Run Qwen3.8-27B locally on any 24GB GPU (RTX 3090/4090/A5000) with llama.cpp: install, scripts, MTP tuning, benchmarks

Memory-aware multimodal video restoration agent with Qwen2.5-VL, auditable routing, OOD abstention, multi-tool restoration, and closed-loop quality control on a single RTX 4090.

Dual NVENC batch video compressor — leverages RTX 4090's twin NVENC chips for parallel AV1/HEVC encoding

A direct memory-to-RAM mapping protocol for PyTorch/CUDA. Bypasses the swap file/SSD page file for zero-latency AI computations. Optimized for RTX 4090/5090 and up to 128GB of RAM and higher.

🚀 Advanced UniPC sampler surgical control node for ComfyUI. Exposing internal Predictor-Corrector mathematics to manage fine detail (D-tail) and noise trajectory. Precision sampling control for high-end AI workstations.