Submissions from pytorch.org

		SMG: The Case for Disaggregating CPU from GPU in LLM Serving (pytorch.org)
		2 points by gmays 5 days ago \| past \| discuss
		AutoSP from PyTorch (pytorch.org)
		1 point by gmays 5 days ago \| past \| discuss
		AutoSP: Long-Context LLM Training via Compiler-Based Sequence Parallelism (pytorch.org)
		1 point by matt_d 11 days ago \| past \| discuss
		A Primer on LLM Post-Training (pytorch.org)
		2 points by hyperpape 12 days ago \| past \| discuss
		Optimizing Effective Training Time for Meta's Recommendation/Ranking Workloads (pytorch.org)
		1 point by gmays 17 days ago \| past
		Monarch: An API to Your Supercomputer (pytorch.org)
		1 point by gmays 30 days ago \| past
		SOTA Normalization Performance with Torch.compile (pytorch.org)
		1 point by salkahfi 32 days ago \| past
		PyTorch 2.11 Released (pytorch.org)
		7 points by 0bytematt 47 days ago \| past
		TorchSpec: Speculative Decoding Training at Scale (pytorch.org)
		2 points by zagwdt 49 days ago \| past
		Generalized Dot-Product Attention: Tackling Real-World Challenges in GPU Kernels (pytorch.org)
		1 point by matt_d 51 days ago \| past
		PyTorch Broadcasting Semantics (pytorch.org)
		1 point by tosh 66 days ago \| past
		Mooncake Joins PyTorch Ecosystem (pytorch.org)
		1 point by mji 80 days ago \| past
		PyTorch Now Uses Pyrefly for Type Checking (pytorch.org)
		5 points by ocamoss 86 days ago \| past
		Building Highly Efficient Inference System for Recommenders Using PyTorch (pytorch.org)
		2 points by mfiguiere 3 months ago \| past
		Warp Specialization in Triton: Design and Roadmap (pytorch.org)
		2 points by matt_d 4 months ago \| past
		NeuralOperator Joins the PyTorch Ecosystem (pytorch.org)
		3 points by williamjsdavis 4 months ago \| past
		KernelFalcon: Autonomous GPU Kernel Generation via Deep Agents (pytorch.org)
		3 points by sadiq 6 months ago \| past
		DeepInverse Joins the PyTorch Ecosystem (pytorch.org)
		2 points by jeremyscanvic 6 months ago \| past
		Helion: A high-level DSL for performant and portable ML kernels (pytorch.org)
		150 points by jarbus 6 months ago \| past \| 49 comments
		Torchforge – a PyTorch native library for scalable RL post-training (pytorch.org)
		2 points by Palmik 6 months ago \| past
		ExecuTorch 1.0 (pytorch.org)
		2 points by jonbaer 6 months ago \| past
		Torchcomms: A modern PyTorch communications API (pytorch.org)
		30 points by paladin314159 6 months ago \| past \| 6 comments
		PyTorch Monarch (pytorch.org)
		377 points by jarbus 6 months ago \| past \| 42 comments
		ExecuTorch 1.0 (pytorch.org)
		3 points by dayanruben 6 months ago \| past
		Helion: A High-Level DSL for Performant and Portable ML Kernels (pytorch.org)
		12 points by xfr 6 months ago \| past \| 1 comment
		PyTorch Monarch (pytorch.org)
		2 points by lairv 6 months ago \| past \| 1 comment
		PyTorch 2.9 (pytorch.org)
		1 point by geoffbp 6 months ago \| past
		PyTorch 2.9 released with C ABI and better multi-GPU support (pytorch.org)
		3 points by ashvardanian 6 months ago \| past \| 1 comment
		Disaggregated Inference at Scale with PyTorch and VLLM (pytorch.org)
		2 points by djhu9 7 months ago \| past
		Accelerating 2K-scale pre-training by 1.28× with TorchAO, MXFP8 and TorchTitan (pytorch.org)
		1 point by andrewstetsenko 8 months ago \| past
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