Seamless long-form MiniMax H3 video generation for ComfyUI with native AV latent continuity, chunked sampling, session resume, and Spectrum/Sage/Sol compatibility.
NaiveRT: a self-contained TP8 inference runtime for the Naive N series on eight Blackwell GPUs with UMMA support. One persistent CUDA graph per rank runs draft, eight-row verify, top-p sampling and cache commit with no host in the loop: 1,700 tokens/s at batch size 1, one-second peaks above 2,000.
Unified MD reference library: a 0β6 step workflow with runnable CNT ion-transport and umbrella-sampling free-energy templates.
A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
The Python ensemble sampling toolkit for affine-invariant MCMC
:chart_with_upwards_trend: Adaptive: parallel active learning of mathematical functions
ComfyUI nodes to crop before sampling and stitch back after sampling that speed up inpainting
BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
gProfiler is a system-wide profiler, combining multiple sampling profilers to produce unified visualization of what your CPU is spending time on.
Pool-based active learning in Python
[ICCV 2025 & TPAMI] VistaDream: Sampling multiview consistent images for single-view scene reconstruction
A model predictive controller for quadruped robots based on the single rigid body model and written in python. Gradient-based (acados) or Sampling-based (jax)
Structured decisions with DiffusionGemma and vLLM. Native image inputs, image choices, live camera sampling, and a compact one-step inference path.
Chunked video/audio sampling for ComfyUI with latent continuation, frame-accurate shot prompt rewriting, and reduced VRAM usage.
β
Give an LLM eyes on a video without blowing the context window: ffmpeg frame sampling at a chosen resolution, token estimates per model family, budget fitting, contact sheets.
SGTP: A Sampling-based Game-Theoretic Planning framework for real-time multi-vehicle autonomous racing.
Official codebase for the paper "Sharpening Tax in Post-Training"