来自Distilling Step-by-Step 论文的截图。 跟踪开源 LLM(Keeping Track of Open Source LLMs) 开源LLM 的数量呈爆炸式增长,一方面,这是一个非常好的发展(与通过付费 API 控制模型相比)。然而,另一方面,有时跟踪这一切可能很棘手。以下是四种资源,它们提供了最相关模型的不同摘要,包括它们的关系、基础数据集和各...
Discover the power of open-source LLMs in 2023. Explore the top 5 Open source LLM models shaping the future of AI.
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, StarCoder and more, whi...
对于开源 AI，过去一个月特别令人兴奋，出现了几个 LLM 的开源实现和一大波开源数据集。这些数据集包括 Databricks Dolly 15k、用于指令微调的 OpenAssistant Conversations (OASST1)、用于预训练的 RedPajama。这些数据集工作尤其值得称赞，因为数据收集和清理占了真实世界机器学习项目的 90％，但很少有人喜欢这项工作...
Open Source Library for LLM .ma_heading_wrap179 .heading_desc *{ font-size: px; font-family:Comfortaa;font-weight:700;font-style:normal; } OpenLLM is an open-source library for large language models. It provides a unified framework for training, deploying, and serving state-of-the-art na...
原文地址:https://magazine.sebastianraschka.com/p/ahead-of-ai-8-the-latest-open-source
对于开源 AI,过去一个月特别令人兴奋,出现了几个 LLM 的开源实现和一大波开源数据集。这些数据集包括 Databricks Dolly 15k、用于指令微调的 OpenAssistant Conversations (OASST1)、用于预训练的 RedPajama。这些数据集工作尤其值得称赞,因为数据收集和清理占了真实世界机器学习项目的 90%,但很少有人喜欢这项工作。
[1]. https://www.techopedia.com/6-best-open-source-llms-to-watch-out-for-in-2024 [2]. https://harrypotter.fandom.com/zh/wiki/预言家日报?variant=zh [3]. https://ai.meta.com/resources/models-and-libraries/llama/ [4]. https://ai.meta.com/results/?amp%3Bsort_by=most_recent&cont...
🦾 OpenLLM: Self-Hosting LLMs Made Easy OpenLLM allows developers to runany open-source LLMs(Llama 3.3, Qwen2.5, Phi3 andmore) orcustom modelsasOpenAI-compatible APIswith a single command. It features abuilt-in chat UI, state-of-the-art inference backends, and a simplified workflow for...
Currently, autogen.oai only supports OpenAI models. I am planning to integrate open source LLMs into autogen. This would require Hugging Face transformers library. Some of the open source LLMs I have in mind include LLaMa, Alpaca, Falcon, Vicuna, WizardLM, Starcoder, Guanaco. Most of their...