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NVIDIA NemoClaw, OpenClaw, Hermes ve LangChain Deep Agents Code ajanlarını NVIDIA OpenShell sandbox’larında çalıştırmak için kurulum, inference yönetimi ve güvenlik politikaları sağlayan bir stack’tir.

Neden yükseliyor · 196 günde 22 bini aşan yıldız ve son 28 gündeki 751 commit ile 20 farklı yazar, güçlü ilgi ve yüksek geliştirme temposuna işaret ediyor. Agent güvenliği güncel ve gerçek bir ihtiyaç; NVIDIA markası ile birden fazla agent entegrasyonu da görünürlüğünü artırıyor. Ancak bu ölçüler tek başına üretim olgunluğunu veya güvenlik etkinliğini kanıtlamaz.

Qwen3.8-Flash-Next (125B MoE) up to 1M context on one or two RTX cards (tuned on 3080 10gb). A measured, tuned and benchmarked fork of Str

Berth is a lightweight GPU resource manager written in Go. It controls which applications get access to your GPU, when they get it, and how

Fast, offline OCR for Node.js & C++. PP-OCRv6 with Core ML / WebGPU hardware acceleration — recognize text in images with confidence scores

System monitor for workstations, laptops and NAS — terminal UI and native GUI, many hosts over SSH. A btop alternative.

TurboOCR, >200 img/s OmnidocBench. TensorRT FP16, PP-OCRv6, HTTP + gRPC

Локальная студия генерации кинематографичных видео со звуком на MiniMax H3 — Windows, NVIDIA GPU, полностью offline.

dgx-spark-qwen38 is an open-source installer that turns an NVIDIA DGX Spark, or any GB10 machine (ASUS, Dell, HP, Lenovo, MSI, GIGABYTE, Ace

P104-100 (GP104) PCIe Gen2 x4 unlock tool for Windows. Gen1 x4 -> Gen2 x4: 0.78 -> 1.55 GB/s measured.

Distributed image and video generation in ComfyUI for two NVIDIA DGX Sparks.

Your adaptive AI agent for your work.

Qwen3.8-Flash-Next (180B MoE) on one 12-16 GB NVIDIA GPU, Linux or Windows. Own engine, own compression.

AI Auto Annotation & YOLO Training Pipeline, End-to-end object detection auto-labeling and YOLO training platform. VLM-powered annotation wi

Serve your models fast on your own infra in 3 steps.

This project is inspired by CMP40HX-Unlock. If you find it useful, please consider giving a star to both the original author and this reposi

Self-hosted homelab dashboard in one container — GPU, local-AI VRAM, Docker, systemd, energy costs. Read-only MCP server so AI agents can ex

Windows utility focused on cuda setup, nvidia local AI, and cuda environment for local AI workflows.

面向 DeepSeek Harness 的本地图像生成插件（优化版）：经本机 ComfyUI 调用 Qwen-Image 2.1 生成图像，全部流量限于 127.0.0.1。本版增强推理性能、NVIDIA/Intel/AMD 显卡适配与 Windows/Linux 兼容。原作者

Practical local LLM recipes and benchmarks for RTX 5060 Ti setups

A decision library for running local LLMs on multi-GPU machines without NVLink: parallelism, communication, quantization, speculative decodi

Local-first AI workbench for OCR, transcription, translation, image generation, mind maps and composable workflows. Built for DGX Spark.

Sleek, mobile-friendly web UI for NVIDIA LocateAnything-3B — open-vocabulary object detection & grounding on your own GPU, via one docker co

A fancy NVIDIA GPU monitor for the terminal. One Python file, no dependencies.

RTX 30 系 DLSS 帧生成管理器：按游戏部署 dlssg_for_sm86，一键恢复，自动检测内核级反作弊 | DLSS frame generation manager for RTX 30 series: per-game deployment of dlssg_fo

Local diagnostic CLI for NVIDIA DGX Spark (GB10). Detects power caps, UMA pressure, thermal risk, CUDA 13/SM_121 wheel mismatches, Docker is

Offline-first Python AI agent that runs a tiny research business: quotes each job against its own costs, collects via Stripe, fulfils with N

NeMo Helix: Make the agents you ship faster, more accurate, and safer.

Terminal fleet monitor for GPUs, NPUs, and 13 other accelerator kinds, from utilization down to which pod is using them.

A code reviewer that reports only what it can prove: a test that shows the bug, or the data that confirms the risk. Open source, built by a

Local image generation and editing for NVIDIA DGX Spark, powered by Qwen-Image-2.1 and Gradio.

Self-hosted vLLM made simple. Git-friendly YAML for models and profiles, full lifecycle from an intuitive CLI and TUI.

Real-time hardware and LLM inference monitoring — GPU, CPU, memory, and vLLM metrics streamed to a dashboard.

Serving Qwen3.8-27B-FP8 on a single DGX Spark (GB10): 7.88 to 58.5 tok/s single-stream from decode strategy alone, weights untouched. Specul

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

Free Local Unity AI Motion Generate Tool.Based By Nvlab Kimodo.

Serving 4-bit Qwen3.8-27B on a single DGX Spark (GB10): 75 tok/s single-stream, 246 tok/s aggregate at 8-way concurrency. NVFP4 vs MixedInt4

Your reading list, as a podcast you own

Distill teacher chains-of-thought into a LoRA adapter via a strict boxed-answer format contract + two-phase Train→Nudge (silver-medal NVIDIA

Self-hosted AI code review for GitHub pull requests.

Local desktop tool for managing multiple SSH servers: GPU/process monitoring, SFTP file manager and high-speed server-to-server transfer (El

A tiered-memory system design for workloads that don't fit in RAM: measure the working set, pin the hot tier, stream the cold tier from flas

Automate ongoing market research with an AI planner, Jules agents, live conversations, and organized GitHub reports.

Production-ready, bleeding-edge, upstream-first vLLM Docker image for the NVIDIA DGX Spark (GB10 / sm_121a), verified against real models on

Hermes Agent (NousResearch) sandboxed by NVIDIA OpenShell — hardware-enforced network/filesystem/syscall policy, full memory + gateway stack

OpenAI-compatible gateway aggregating 8 free LLM providers with automatic failover, circuit breakers, and smart routing. 32+ models, zero c

📊 Automated hourly benchmarks for 20+ NVIDIA NIM models — interactive dashboard, zero infra, self-hostable. Open-source & community-driven.

PantheonSim: GPU simulator for CUDA and ROCm. Run CUDA and HIP programs unmodified on a CPU, no GPU needed: simulated NVIDIA and AMD GPUs fo

Dual-engine (llama.cpp + vLLM) LLM benchmarking pipeline for GGUF & safetensors on NVIDIA GPUs — speed, quality, live dashboard, publishable

Browser-based model and inference management for NVIDIA DGX Spark - inventory local and Hugging Face models, manage Ollama and LiteLLM, gene

DFlash vLLM for DGX Spark — Plug & Play Block-Diffusion Speculative Decoding