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...
lm-evaluation-harness evaluation harness is another open-source tool that puts llms through a robust evaluation process. essentially, one can choose what benchmarks they would like to test their model against, run these in the system, and then receive results. as of may 2024, it has over ...
Specifically, we conduct an assessment of both zero-shot and fine-tuned LLMs across a range of text annotation tasks using news articles and tweets datasets. Our analysis shows that fine-tuning improves the performance of open-source LLMs, allowing them to match or even surpass zero-shot GPT...
一、结论写在前面论文介绍了LLM360,这是一个全面开源的LLM(语言模型)倡议。随着LLM360的首次发布,论文推出了两个7B规模的LLM:AMBER(一种通用英语LLM)和CRYSTALCODER(专门用于代码生成的预训练LLM)。论文…
Explore the top 15 open-source LLMs in 2024 that are redefining language technology. Find out how they work and compare their features with our insightful guide.
Open-Source AI Development: Serve as a foundation for further research and development in open-source AI, fostering community innovation. What makes BLOOM unique? Multilingual Focus: Unlike many LLMs primarily focused on English, BLOOM’s multilingual capabilities open new possibilities for global commu...
Vision (Image Recognition) with Open-Source LLMs: Llama3, Llava & Phi3 Vision Hardware Details: GPU Offload, CPU, RAM, and VRAM All About HuggingChat: An Interface for Using Open-Source LLMs System Prompts in Prompt Engineering + Function Calling Prompt Engineering Basics: Semantic Association...
Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production. - langgenius/d
英文字幕:Transcript for Yann Lecun: Meta AI, Open Source, Limits of LLMs, AGI & the Future of AI | Lex Fridman Podcast #416 - Lex Fridman 王几行XING:Yann LeCun 访谈上:Meta AI, Open Source, Limits of LLMs, AGI & the Future of AI (Lex Fridman,2024.3) 王几行XING:Yann LeCun 访...
1. 🏗️ Build a LLM agent Let's build an agent that answers questions about climate change, based on the 2023 Climate Change Synthesis Report by the IPCC. Before starting let's install the required libraries: pip install langchain tiktoken "pypdf<=3.17.0" from langchain import OpenAI,...