Enterprises may opt for open source LLM (Large Language Model) software instead of relying on external chatbot services likeChatGPT,Claude.ai, andTorrito address privacy and security concerns. Running an open source LLM on your machine ensures that sensitive data and confidential information remain ...
Microsoft, and Meta—are not ready for this. A few weeks ago, a Google employee leaked a memo in which an engineer tried to explain to his superiors what an open-source LLM means for their own proprietary tech. The memo concluded that the open-source community has lapped the major corpora...
updated * demo notebook added * notebooks updated * second pass added for open-source llms * input_length bug fixed * input_length issue resolved * overgeneration issue resolved * citation removed --- Co-authored-by: Eshan Kamalloo <ekamallo@watgpu108.watgpu-domain.cs.uwaterloo.ca>main...
由于开源llm更容易传播有害或不道德的内容,故在开源前,大多数的model都会salignment,但model仍然容易受到对抗性inputs(jailbreak)的影响 最近,Zou 等人成功地发现了可以跨多个 LLM 传输的adversarial prompts,包括专有的黑盒模型。然而,针对对抗性输入进行优化的 automatic jailbreaks 非常复杂和计算成本高。 采用top-p...
模型的性能评估:论文通过在多个公共基准测试和开放性评估中对DeepSeek LLM进行评估,展示了其在代码、数学和推理等领域的优越性能。 通过这些研究,论文旨在为开源LLMs的长期发展奠定基础,并为未来在这一领域的进一步进步铺平道路。 Q: 有哪些相关研究? A: 这篇论文中提到的相关研究主要集中在以下几个方面: ...
在第4节中,我们讨论了根据LLM360发布的前两个LLM,AMBER(第4.1节)和CRYSTALCODER(第4.1.5节),以及对两者的初步分析。 第6节总结全文。 论文标题:LLM360: Towards Fully Transparent Open-Source LLMs 论文链接:https://arxiv.org/abs/2312.06550 官网:...
What is OpenLLM? OpenLLMis an open platform for operating LLMs in production. Using OpenLLM, you can run inference on any open-source LLMs, fine-tune them, deploy, and build powerful AI apps with ease. OpenLLM contains state-of-the-art LLMs, such as StableLM, Dolly, ChatGLM, Star...
Embark on a legal tech revolution with our guide to the Top 5 Open-Source LLMs of 2024. Stay ahead in the legal game with cutting-edge technology reshaping the landscape.
Aiming to cultivate an ecosystem of collaboration, innovation, and knowledge sharing in the world of AI, Apache 2.0 ensures security and safe open-source software. How to Use Falcon-7B Instruct LLM If you want to try out a simpler version of Falcon-40B which is better suited for generic ins...
本文总结了Open系列及以Open开头的开源框架,包含:AD/自动驾驶、IC/集成电路、HPC/高性能计算、Sensor/传感器、CV/视觉图像点云视频、CG/图形、MMedia/多媒体音频语音、Game/游戏渲染、LLM/大模型、ML/机器学习、ICT/信息通讯、Sim/仿真、KG/知识图谱、Infra/基础设施、IT/信息技术、SW/软件工程等17个领域,可作为...