Metal Cuda Direct Memory Access
☆207Nov 1, 2026Updated this week
Alternatives and similar repositories for MCDMA
Users that are interested in MCDMA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- LLM Inference Engine for Metal, CUDA and Vulkan.☆1,677Updated this week
- Heterogeneous prefill/decode for DeepSeek-V4-Flash: CUDA prefill (DGX Spark, vLLM) -> Metal decode (Mac Studio, oMLX) over plain 10GbE☆151Oct 16, 2026Updated 3 weeks ago
- 8s of H3 video in 2m54s warm delivery on two DGX Sparks. Scene-specific LTX refinement, original-voice restoration, measured sync, clips …☆24Sep 12, 2026Updated last month
- GLM-5.3-Flash (NVFP4) at TP4 across 4x DGX Spark via a switchless RoCE ring + DFlash2 — reproducible recipe☆111Oct 25, 2026Updated last week
- GLM-5.3 Flash EXL3 for 2-4x DGX Sparks☆749Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- GLM-5.3-Flash NVFP4 on two or four DGX Sparks cabled as a ring, with no switch: the RiNGSiDE serving recipe☆30Sep 27, 2026Updated last month
- Local workload scheduler for autonomous agents sharing an Apple Silicon Mac.☆13Updated this week
- We gave AI models telepathy.☆22Sep 25, 2026Updated last month
- sparkDash ⚡ — Multi-DGX Spark Monitoring Dashboard☆837Updated this week
- Decision engine☆53Sep 24, 2026Updated last month
- Userland fan control for NVIDIA DGX Spark, with additive RPM floors, a temperature-based curve, Secure Boot signing, and DKMS support.☆47Oct 29, 2026Updated last week
- Cap the GPU clock on NVIDIA DGX Sparks across all your machines, persistently☆103Oct 14, 2026Updated 3 weeks ago
- Local image generation and editing for NVIDIA DGX Spark, powered by Qwen-Image-2.1 and Gradio.☆33Sep 21, 2026Updated last month
- Fast & opinionated local AI routing: one MCP server that loads local image and video models on demand on your own GPU box (DGX Spark firs…☆98Updated this week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Local-first AI workbench for OCR, transcription, translation, image generation, mind maps and composable workflows. Built for DGX Spark.☆69Sep 2, 2026Updated 2 months ago
- Qwen3.8-Flash-Next-NVFP4-vLLM-Dual-DGX-Spark☆413Sep 29, 2026Updated last month
- Speeds up TTFT☆23Sep 25, 2026Updated last month
- ☆780Updated this week
- GLM-5.2 QuantTrio TP=4+DCP2 on 4x NVIDIA DGX Spark (GB10) — tuned and measured under a real agent workload. Adaptive MTP, the indexer law…☆20Aug 24, 2026Updated 2 months ago
- Apple Neural Engine on Linux: verified gemm/softmax/attention/transformer-block primitives, driven from Python on an M1 under Omarchy Mac☆19Updated this week
- Custom inference recipes for NVIDIA DGX Spark — Qwen 122B DFlash hybrid☆92Updated this week
- MiniMax H3 (video + audio) on TensorFold 0.6.5 with an H3 family, Mac Studio M5 Ultra: 5 s 864x480 clip in ~50 s, 40 s at 768x448 — the f…☆30Oct 7, 2026Updated last month
- vLLM inference solutions for NVIDIA GB10 (DGX Spark, sm121) — KIMI-K3 B12X_MLA + DSpark, GLM-5.2☆68Sep 30, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Fish Audio Drama 3 text-to-speech on the TensorFold native CUDA engine for DGX Spark (GB10): recipe, engine patches, benchmarks. Built wi…☆148Updated this week
- Local diagnostic CLI for NVIDIA DGX Spark (GB10). Detects power caps, UMA pressure, thermal risk, CUDA 13/SM_121 wheel mismatches, Docker…☆166Oct 22, 2026Updated 2 weeks ago
- LLM engine with adaptive expert loading. DeepSeek V4.1 Flash (510 GB) on two DGX Sparks at its released MXFP4 weights.Or GLM 5.3 full EXL…☆33Updated this week
- Model-agnostic LLM benchmarking + tuning in one command. A model is a 15-key profile file. Built in production on a 4x NVIDIA DGX Spark c…☆10Sep 16, 2026Updated last month
- DGX Spark (GB10/sm_121) port: DeepSeek-V4-Flash 159B on one Spark, GLM-5.2 753B across two. Prepacked 2-bit planes + unified-memory fixes…☆19Jul 20, 2026Updated 3 months ago
- Idol: a single image to 3D Gaussians. Inference SDK and demo.☆19Updated this week
- Qwen3.8-27B on one DGX Spark GB10: DFlash 2 for 65 tok/s C1 and 120 C4; EAGLE 3/1/4 for ~191 C8, ~330 C16 and ~535 C32; native 262K, pinn…☆13Oct 6, 2026Updated last month
- Reproducible LLM inference on four NVIDIA DGX Spark (GB10) nodes wired as a direct switchless ConnectX ring — serving profiles, ring laun…☆21Oct 30, 2026Updated last week
- Qwen Image 2.1 in Frosty Studio: create and edit with 10 references, official prompt enhancement, RGBA and recoverable galleries. Include…☆13Sep 23, 2026Updated last month
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Capping GPU clocks on NVIDIA GB10: -12C peak temp, -36% GPU power, ~1.6% throughput cost. Measurement harness, raw data, and the systemd …☆77Jul 31, 2026Updated 3 months ago
- Qwen3.6-27B (NVFP4) DFlash for DGX Spark☆22Jul 31, 2026Updated 3 months ago
- Hermes Agent benchmark v0.1 — evaluate local models on the actual tool-calling patterns Hermes users hit. Reproducible, trace-capturing, …☆17Jun 24, 2026Updated 4 months ago
- DeepSeek-v4-Flash 0731 recipe for 2x DGX Sparks☆1,511Oct 4, 2026Updated last month
- Qwen3.8 Flash-Next (NVFP4) on NVIDIA Flare for one DGX Spark / ASUS GX10: greedy, 8-agent speculative decoding, mixed prefill☆14Updated this week
- EXLR8: a DGX Spark tuned quantization format☆14Oct 31, 2026Updated last week
- Minimal read-only OS image for GB10 (DGX Spark / ASUS GX10) boxes☆97Nov 1, 2026Updated last week