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Source channel @githubtrending · Post #15340 · Dec 17

#python#gym#gym_environment#reinforcement_learning#reinforcement_learning_agent#reinforcement_learning_environments#rl_environment#rl_training NeMo Gym helps you build and run reinforcement‑learning training environments for large language models, letting you develop, test, and collect verified rollouts separately from the training loop and integrate with your preferred RL framework and model endpoints (OpenAI, vLLM, etc.). It includes ready resource servers, datasets, and patterns for multi‑step, multi‑turn, and tool‑using scenarios, runs on a typical dev machine (no GPU required), and is early-stage with evolving APIs and docs. Benefit: you can generate high‑quality, verifiable training data faster and plug it into existing training pipelines to improve model behavior. https://github.com/NVIDIA-NeMo/Gym

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@kejiqu · Post #3599 · 06/25/2025, 08:59 AM

PNG 图片标准时隔 20 多年正式更新第三版:HDR、动图、Exif 支持等 PNG(Portable Network Graphics)第三版标准于6月24日正式发布,并被标记为 W3C 推荐标准。该标准旨在改进动图功能,支持高动态范围(HDR)图像,并整合自第二版以来报告的错误修复。新版本核心规范增加了广泛采用的 Animated PNG(APNG)动图格式。APNG 在 2004 年和 2005 年期间被创建并完善,但此前曾被 PNG 开发组拒绝。第三版规范使 APNG 规范与过去十年的内容和实现保持一致。此外,PNG 第三版还新增了 HDR 支持,添加 cICP 块用于包含图像格式元数据,使 PNG 能够包含 HDR 和广色域(WCG)图像。此前定义的 Exif 内容也被移至规范的主体部分。IT之家 | W3C 🏷#PNG#APNG#HDR 📢频道👥群组📝投稿