--- title: "PyTorch Ecosystem Landscape Welcomes Perforated, AReaL, TorchJD, RLinf, Miles, SMG, FiftyOne, TokenSpeed, VisualTorch, and TorchSurv – PyTorch" url: https://daily.dev/posts/pytorch-ecosystem-landscape-welcomes-perforated-areal-torchjd-rlinf-miles-smg-fiftyone-tokens-xiqocktms source_url: https://pytorch.org/blog/pytorch-ecosystem-landscape-welcomes-perforated-areal-torchjd-rlinf-miles-smg-fiftyone-tokenspeed-visualtorch-and-torchsurv type: article source: "PyTorch" published: 2026-08-26T20:56:15.784Z updated: 2026-08-26T20:58:09.204Z tags: ["machine-learning", "open-source", "pytorch", "reinforcement-learning", "ai-inference"] reading_time: 9 upvotes: 0 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # PyTorch Ecosystem Landscape Welcomes Perforated, AReaL, TorchJD, RLinf, Miles, SMG, FiftyOne, TokenSpeed, VisualTorch, and TorchSurv – PyTorch **[PyTorch](https://daily.dev/sources/pytorch)** · 9 min read · 0 upvotes · 0 comments ## Summary The PyTorch Ecosystem Working Group announces ten new projects joining the PyTorch Ecosystem Landscape: Perforated (data-efficiency training library), AReaL (async RL infrastructure for LLM/VLM agents), TorchJD (multi-loss training via Jacobian Descent), RLinf (RL framework for embodied/agentic AI), Miles (large-scale post-training framework by RadixArk), SMG (Rust-based model-routing gateway), FiftyOne (multimodal data platform for physical AI), TokenSpeed (LLM inference engine separating control and execution planes), VisualTorch (PyTorch model visualization library), and TorchSurv (survival analysis toolkit used in FDA's regulatory science catalog). Each project gets a short description of its purpose, architecture, and links to learn more, along with instructions on how other projects can apply for inclusion in the landscape. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [PyTorch Ecosystem Working Group Update & Project Spotlights, Q4 2025 – PyTorch](https://daily.dev/posts/pytorch-ecosystem-working-group-update-project-spotlights-q4-2025-pytorch-bismf39qq) · PyTorch · 0 upvotes · 0 comments - [PyTorch Ecosystem Landscape Welcomes PhysicsNeMo, Unsloth, ONNX, and KTransformers – PyTorch](https://daily.dev/posts/pytorch-ecosystem-landscape-welcomes-physicsnemo-unsloth-onnx-and-ktransformers-pytorch-qifiou1xm) · PyTorch · 0 upvotes · 0 comments - [Driving the Future of Open Source AI: An Update from PyTorch Foundation Projects – PyTorch](https://daily.dev/posts/driving-the-future-of-open-source-ai-an-update-from-pytorch-foundation-projects-pytorch-nzlqvwtdu) · PyTorch · 0 upvotes · 0 comments - [Introducing torchforge – a PyTorch native library for scalable RL post-training and agentic development – PyTorch](https://daily.dev/posts/introducing-torchforge-a-pytorch-native-library-for-scalable-rl-post-training-and-agentic-developm-vlg3fasxe) · PyTorch · 1 upvotes · 0 comments --- Tags: [#machine-learning](https://daily.dev/tags/machine-learning), [#open-source](https://daily.dev/tags/open-source), [#pytorch](https://daily.dev/tags/pytorch), [#reinforcement-learning](https://daily.dev/tags/reinforcement-learning), [#ai-inference](https://daily.dev/tags/ai-inference) [View this post on daily.dev](https://daily.dev/posts/pytorch-ecosystem-landscape-welcomes-perforated-areal-torchjd-rlinf-miles-smg-fiftyone-tokens-xiqocktms)