ONNX

Timeline

1. Oct 15, 2026 · Product / feature launch · 1 source
   openKylin Outlines Its Vision for Reimagining Linux in the AI Era at Open Source Summit Europe 2026
   On October 8, Min Liu, Executive Director of openKylin, delivered a main-stage keynote titled “From AI Runtime to System Agents: Reimagining Linux for the AI Era with openKylin,” introducing KART, a unified AI runtime, along with a system-level agent execution environment.
2. Oct 15, 2026 · Research paper · 1 source
   Compiling Multi-Threshold Operators for Quantized Non-Monotonic and Fine-Granular Activations in Custom-Tailored DNN Accelerators
   Aggressive quantization of neural networks can expose activation functions as bottlenecks for efficient hardware acceleration.
3. Oct 14, 2026 · Model release · 3 sources
   Run fast, private agents on-device with LFM2.5-24B-A2B
   Best-in-class agent: Competitive with Qwen3.6-35B-A3B, a model with ~50% more total and active parameters, on agentic and tool-use tasks, scoring 48.09 on LiveClaw versus 38.19.
4. Oct 13, 2026 · Research paper · 1 source
   Denoise X: Self-Supervised U-Net for Quantum Mottle Suppression in Chest Radiography
   We propose Denoise X, a lightweight self-supervised U-Net model (7.79M parameters) for suppressing quantum mottle and electronic readout noise in low-dose chest radiographs.
5. Oct 12, 2026 · Opinion / analysis · 1 source
   Explore DNA with DeepMind’s AlphaGenome and in-browser MedGemma 1.5 4B via WebGPU
   To make it interactive while protecting user privacy, the architecture splits the workload between two models: AlphaGenome for molecular biology predictions, and MedGemma 1.5 4B running 100% locally in your browser over WebGPU as a private explainer
6. Oct 12, 2026 · Research paper · 1 source
   GPU Goldmines: Tunable WebGPU Kernels for Edge LLM Inference
   To address this, we present GPU Goldmines, a framework for specifying, executing, and tuning WebGPU kernels.
7. Oct 12, 2026 · Opinion / analysis · 1 source
   Compressed a RoBERTa AI-text detector from ~500 MB to ~97 MB so it runs client-side in the browser, plus a 26 MB image detector [P]
   I wanted an AI text and image detector that doesn't need you to upload anything, so I took two existing open detectors and got them running fully client-side with ONNX Runtime Web.
8. Oct 11, 2026 · Opinion / analysis · 1 source
   I am building a web application to transform images into Gaussian Splats
   I’ve been playing with orbit-style videos from video models (lately Minimax H3 in ComfyUI) and kept thinking they’d make great input for Gaussian Splatting.
9. Oct 11, 2026 · Opinion / analysis · 1 source
   OpenMed 3.0 is out: Apache-2.0 clinical AI that runs fully local and never falls back to the cloud. 422 open issues if you want in on 3.1
   Quick recap: it's an open-source (Apache-2.0) medical AI toolkit with one rule we never break: patient data stays on your machine.
10. Oct 10, 2026 · Open-source release · 1 source
    datalab-to/indra-ocr
    datalab-to published the model indra-ocr on Hugging Face.
11. Oct 7, 2026 · Research paper · 1 source
    Efficient 3D Gaussian Head Avatars for Edge Devices
    Generative 3D Gaussian head avatars provide high-quality, efficient rendering, but synthesising the Gaussian representation remains computationally expensive, limiting deployment on resource-constrained and edge devices.
12. Oct 6, 2026 · Open-source release · 1 source
    huggingface/diffusers v0.41.0: Diffusers 0.41.0: QwenImage 2.1 pipeline and more
    > This release brings Qwen-Image 2.1 to Diffusers, with text-to-image generation, image editing, native transparency, and LoRA training.
13. Oct 1, 2026 · Tutorial / explainer · 1 source
    Build Local AI Apps with C++ and NVIDIA TensorRT RTX Samples
    Do Inference Now...Adding AI models to local applications requires a portable model format, a reliable runtime, and acceleration that works across target systems.
14. Jan 21, 2026 · Open-source release · 1 source
    pytorch/pytorch v2.10.0: PyTorch 2.10.0 Release
    <td> Reduced kernel launch overhead with <strong>combo-kernels</strong> horizontal fusion in torchinductor </td>
15. Jun 4, 2025 · Open-source release · 1 source
    pytorch/pytorch v2.7.1: PyTorch 2.7.1 Release, bug fix release
    This release is meant to fix the following issues (regressions / silent correctness):

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