Top Tweets for #executorch
ExecuTorch: 마이크로컨트롤러부터 스마트폰까지 PyTorch 모델을 그대로 배포하기 위한 통합 PyTorch 네이티브 엣지 AI 배포 프레임워크 (feat. Meta, MLSys 2026)
(by 9bow님)
https://t.co/e3FE16xq0w
#paper #llm #pytorch #ondevice #quantization #executorch #edgeai #mlsys2026 #mobile
ExecuTorch as an external Zephyr module!
You can now use #ExecuTorch in #Zephyr. Together with #Arm, we enabled Zephyr integration and run models on CPU and Arm Ethos-U NPUs with ExecuTorch. Checkout the documentation here: https://t.co/RM1SZCpLWT
The #MLX delegate has landed in ExecuTorch(https://t.co/ErOa01l4BI) and is available on main in OSS. It delivers SOTA GPU performance on #macOS for GenAI models, with 3-6x greater throughput than what was previously possible with #ExecuTorch.
PyTorch Foundation is expanding its #OpenSourceAI stack with #Safetensors, #ExecuTorch, and #Helion to improve model security, inference, and performance portability, writes Meredith Shubel for @thenewstack.
@sparkycollier: Bringing Safetensors into the fold is “an important step towards scaling production-grade AI models.”
ExecuTorch becomes a part of #PyTorch Core to expand on-device inference capabilities. Safetensors and Helion join @vllm_project, @DeepSpeedAI, and @raydistributed as foundation-hosted projects. Read Meredith Shubel’s coverage at @thenewstack here: https://t.co/ZoyWbP6Vji
@huggingface @Meta
Latest release introduces native ExecuTorch support for @Arm Ethos-U85 and Ethos-U55 NPUs, Arm SDS Framework integration, Arm Keil MDK toolchain support, and a complete in-tool MLOps workflow
@embedUR
https://t.co/R9FaG4Iq8c
#Dataquest #ModelNova #FusionStudio #ExecuTorch #Arm
Meta’s ExecuTorch powers on-device AI in Reality Labs’ VR headsets and AI glasses. This lightweight, open-source engine runs models on devices, cutting latency and boosting immersion, setting a benchmark. @AIatMeta
#Meta #ExecuTorch #AI #OnDeviceAI #VR
https://t.co/AID9DNsRhF
#ExecuTorch addresses fragmented native deployment for #AI agents as a #PyTorch native platform. It enables voice models across CPU, GPU, and NPU on Android, iOS, Linux, macOS & Windows
🔗 https://t.co/NeQQyUniL4
PyTorchは、研究から大規模な商用デプロイメントまでをカバーするエコシステムの強化を加速させています。今回のGTC 2026では、特にハードウェアの性能を最大限に引き出す低レイヤーの最適化技術に焦点が当てられています。
#PyTorch #NVIDIAGTC #GTC26 #AI #MachineLearning #Helion #ExecuTorch
PyTorch at the micro-edge? Yes.
See how ExecuTorch brings PyTorch models to Arm microcontrollers—quantized, compiled, and running on a Corstone-320 + Ethos-U NPU (via FVP). 🔗 https://t.co/plbiWAAu85
From training to deployment, end to end.
#PyTorch #ExecuTorch #EdgeAI #TinyML #Arm
Our paper #ExecuTorch - A Unified PyTorch Solution to Run #ML Models #OnDevice is accepted to appear at #MLSys 2026. Excited!
💡 実用面での意義：
タップするだけで画像から対象物を即座に切り出し、ステッカー作成や背景置換が可能。モバイルCPUのみで動作するため、GPU負荷なしで他の処理にリソースを確保できる。
Metaのアプリ群で既に展開中。
#PyTorch #ExecuTorch #OnDeviceAI #AI #MachineLearning
Built and deployed an on-device LLM that runs fully offline on an iPhone 14
• Fine-tuned + quantized the model
• Exported to ExecuTorch (.pte)
• Deployed via custom iOS app
• No cloud, no APIs, no internet
🔗 in Cmts.
#OnDeviceAI #LLM #EdgeAI #iOS #ExecuTorch #Unsloth
If you are interested in running #PyTorch models on the latest @Arm compute using #ExecuTorch, don't miss this!
Join Gian Marco Iodice (@Arm) and Digant Desai (@Meta) as they dive into the latest ExecuTorch updates, including SME2 and the OpenSmall model. 🎙️
Learn how you can run GenAI workloads with ExecuTorch across the Arm ecosystem, and get your questions answered directly by the experts. https://t.co/l8ThZYQKL3
【ブログ更新:ExecuTorchで実現する簡単なオンデバイスAI開発】
pip installから3ステップでデプロイ完了、バックエンドの切り替えは1行で可能。C++、Swift、Kotlinでの実装例とLLM対応について紹介されています。
※詳細はこちら:https://t.co/POWYe9pEme
#ExecuTorch #AI開発
Next in AI: Issue #51 https://t.co/7nJzuN0uTg via @LinkedIn #AI #GenerativeAI #AmazonBedrock #Rufus #NVIDIA #HuggingFace #DeepMind #SynthID #ASR #MetaAI #ExecuTorch #GoogleAI #Gemini #AIProvenance #EdgeAI #AIInfrastructure #LLM #ArtificialIntelligence #UNESCO
Following up on my previous post, this is the third installment in my series on on-device AI benchmarks.
https://t.co/ytjvG1XAEf
#ai #on_device_ai #timit #executorch #quantization #hugging_face #python #pytorch
Following up on my previous post, this is the second installment in my series on on-device AI benchmarks.
https://t.co/yoiWcv7oAk
#ai #on_device_ai #onnx #executorch #quantization #hugging_face
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