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谷歌为 Google AI 订阅会员新增 Colab 高级权益，可使用高性能云端计算资源
IT之家 9 月 28 日消息，谷歌宣布为旗下 Google AI 订阅会员新增 Google Colab 高级权益，符合条件的订阅用户将获得 Colab 计算单元，并可使用性能更高的 GPU、TPU 等云端计算资源。 公开信息显示，Google Colab 是一项无需安装的托管式 Jupyter …
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Show HN: Can Europe train a frontier AI model on the compute it owns?
欧洲是否能用自有算力训练前沿AI模型？一份基于现有计算资源的可行性分析与时间线对比。
Article URL: https://github.com/sammysltd/euromesh Comments URL: https://news.ycombinator.com/item?id=48541014 Points: 2 # Comments: 0
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ATLAS: Agentic Test-time Learning-to-Allocate Scaling
让大模型自主决定测试时计算如何分配，突破固定预算与策略的局限。
arXiv:2606.01667v1 Announce Type: new Abstract: Test-time scaling has become a major way to improve large language model reasoning, but its orchestrat…
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Convex Optimization for Alignment and Preference Learning on a Single GPU
单GPU实现凸优化方法，高效解决LLM偏好对齐难题，降低RLHF计算成本。
arXiv:2605.23244v1 Announce Type: new Abstract: Fine-tuning large language models (LLMs) to align with human preferences has driven the success of sys…