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: 大型语言...
Hugging Face LLAMA2 model card:https://huggingface.co/models?search=llama BLOOM LLM Bloom LLM, born from the collaborative efforts of a global community, has become a true force in the open-source AI landscape. Here’s a comprehensive breakdown of its key features, potential applications, and...
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...
Open-source models have also been a big plus with LLMs, as the availability of open-source models has allowed researchers and organizations to continuously improve existing models, and how they can be safely integrated into society. What is OpenLLM? OpenLLMis an open platform for operating LLM...
Alongside the market for closed-source LLMs like ChatGPT, an impressive array of open-source models has emerged. For enterprises, these language models is becoming increasingly compelling.
## Use Open-Source Models as Backends The basic workflow of using an open-sourced model as the backend is based on an external server running LLM inference service, e.g. during the development we chose [FastChat](https://github.com/lm-sys/FastChat) to run the service. We do not fix...
Readpaper:LLM360: Towards Fully Transparent Open-Source LLMs 主页:llm360.ai/blog/introduc 1 Idea LLM360是一个旨在完全开源大型语言模型(LLMs)的倡议,它提倡公开所有训练代码、数据、模型检查点和中间结果,以支持开放和协作的AI研究。 该倡议通过发布两个7B参数的LLMs——AMBER和CRYSTALCODER,展示了其对提高...
https://venturebeat.com/ai/apple-releases-openelm-small-open-source-ai-models-designed-to-run-on-device/ https://www.infoq.cn/article/h2ceezfmjdbo2epareyh https://arxiv.org/abs/2404.14619v1 https://twitter.com/atropos/status/1783349174702059742 ...
OpenELM是开源高效语言模型“Open-source Efficient Language Models”的缩写,虽然刚刚发布,尚未进行公开测试,但苹果公司在HuggingFace上的列表表明,它正将目标锁定在模型的设备应用上,就像竞争对手谷歌、三星和微软一样。值得注意的是,微软本周刚刚发布了可完全在智能手机上运行的Phi-3 Mini模型。02.技术细节与训练...
OpenLLM is an open-source platform designed to facilitate the deployment and operation of large language models (LLMs) in real-world applications. With OpenLLM, you can run inference on any open-source LLM, deploy them on the cloud or on-premises, and build powerful AI applications....