商汤开源8B多模态大模型，原生4K图像输出，轻量却媲美超大规模商业模型
IT之家 8 月 21 日消息，商汤科技今日宣布 开源轻量级、原生统一 多模态 大模型 SenseNova U1.5 Lite。 据介绍，SenseNova U1.5 Lite 原生支持 3-4k 上下文长度 ，能够同时处理主体、数量、空间关系、文字、布局、风格等多重约束，提升复杂视觉任务的执行稳定…
5美元VPS跑自托管LLM，2026年真实可行的硬件与模型选择，量化3B/7B已够用，避坑指南。
"Run your own ChatGPT for five bucks a month" sounds like cheap clickbait. And mostly it is. But the gap between clickbait and reality has narrowed a …
开源风险量化模型可复现性基准工具，助力模型审计与验证
Article URL: https://github.com/Fluxara-GOD/fluxara1-audit-verification-pack Comments URL: https://news.ycombinator.com/item?id=49055927 Points: 3 # C…
为AI编码助手打造本地记忆，轻量化模型实现毫秒级推理，赋能上下文理解与信息压缩。
Every coding session in claude code/ codex starts blindly. It forgets the archiectural decisions you made in a session you ran yesterday/ a week ago o…
面向CPU受限场景的自适应投机解码框架，多策略编排让LLM推理更高效。
arXiv:2607.03876v1 Announce Type: new Abstract: With the rise of small quantized GGUF-based language models and their increasing use for on-device inf…
一行命令部署任何LLM，Flama让Gemma 4等模型在Apple Silicon上极速运行
Flama 2.0 brings first-class support for generative AI: downloading, packaging, and serving large language models (LLMs) is now as simple as running a…
社区热议LLM使用演化路径：从聊天到自主智能体，下一步会是更高效的量化模型吗？
I'll keep this post short and sweet, we have seen several steps in the evolution of LLM (large language model) usage. 1. Chat 2. Autocomplete 3. Embed…
量化检查点常先用质量指标筛选，但论文揭示36组质量-安全配对均不一致，安全检测不可跳过
arXiv:2606.10154v1 Announce Type: new Abstract: Quantized checkpoints are often screened first with quality metrics and only later, if at all, with di…
用比特级LLM做轨迹预测，轻量到能塞进边缘设备，CVPR 2026论文。
arXiv:2605.29705v1 Announce Type: new Abstract: Trajectory prediction is a fundamental task for autonomous systems, requiring complex reasoning about …
如何为自主代理设计模块化AI大脑，灵活切换云端与本地模型，实现性能与灵魂兼得？
Imagine you’re building a personal research assistant. Its job is to ingest hundreds of academic PDFs, learn your unique writing style, and eventually…
量化技术让机器学习模型在低资源医疗影像场景下也能高效运行，大幅降低算力门槛，加速基层医疗智能化。
arXiv:2605.19207v1 Announce Type: cross Abstract: Deep learning models have shown strong performance in medical image analysis, but deploying them in …