Awesome llm github It also contains frameworks for LLM training, tools to deploy LLM, courses and tutorials about LLM and all For any interesting news about multilingual LLM , you can also @Qiguang_Chen on Twitter or email me at charleschen2333@gmail. , & Liang, P. [2023/12] Towards Accurate Differential Diagnosis with Large Language Models Daniel McDuff et al. It also contains frameworks for LLM training, tools to deploy LLM, courses and tutorials about Here is a curated list of papers about large language models, especially relating to ChatGPT. Contribute to pprp/Awesome-LLM-Prune development by creating an account on GitHub. (If you’re importing an LLM API SDK, use Instructor. L. An open-source RAG engine based on 评估 Evaluation. [[2023/11] MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Zeming Chen et al. ; opencompass: OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets. ; Dolly - - A large language model trained on the Databricks Machine Learning Platform. 🐱 GitHub | 📝 Notion (Interactable) | 🐦 X(Twitter) | 🐶 Zhihu(知乎) Featured by: Theory & practice comprehensive introductory materials. Dive into a diverse array of academic papers, benchmarks, and open-source projects 2018 GPT Improving Language Understanding by Generative Pre-Training The first pretrained Transformer model, used for fine-tuning on various NLP tasks and obtained state-of-the-art results 2018 BERT BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Another large Chatbot Arena Leaderboard - a benchmark platform for large language models (LLMs) that features anonymous, randomized battles in a crowdsourced manner. [][[2023/11] Awesome list for LLM pruning. This repository features LLM apps that use models from OpenAI, Anthropic, Google, and even open-source models like LLaMA that you can run locally on your computer. • #team-llm-v2-brainstorm: Awesome LLM Security: GitHub repository: PWNAI: Telegram channel: AiSec_X_Feed: Telegram channel: LVE_Project: Official website: Lakera AI Security resource hub: Google Sheets document: llm-testing-findings: Templates with recomendation, cwe and other: Name LLM Security Company URL; Reasoning in LLMs: Papers and Resources, including Chain-of-Thought, OpenAI o1, and DeepSeek-R1 🍓 - Awesome-LLM-Reasoning/README. arXiv [] * [2023/11] Building the Future of Responsible AI: A Reference Architecture for Designing Large Language Model Based Agents Qinghua Lu et al. ; ACLUE - an evaluation benchmark focused on ancient Chinese language comprehension. It also contains frameworks for LLM training, tools to deploy LLM, courses and tutorials about LLM and all publicly available LLM checkpoints and APIs. ; Measuring Contribute to hsing-wang/Awesome-LLM-MT development by creating an account on GitHub. ; AutoGPT - - An experimental open-source attempt to make GPT-4 fully autonomous. Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search ; DeepScaleR: Surpassing O1-Preview with a 1. 02. arXiv. Use ctrl + F to search for keywords, explore our Contents menu, or look for a Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security A Survey on Hardware Accelerators for Large Language Models A Survey of Resource-efficient LLM and Multimodal Foundation Models Beyond Efficiency: A Systematic Survey of Resource-Efficient Large Language Models other papers . 📖A curated list of Awesome LLM Inference Paper with codes, TensorRT-LLM, vLLM, streaming-llm, AWQ, SmoothQuant, WINT8/4, Continuous Batching, Awesome-Code-LLM - An awesome and curated list of best code-LLM for research. awesome-japanese-llm - 日本語LLMまとめ - Overview of Japanese LLMs. Contribute to KennethanCeyer/awesome-llm development by creating an account on GitHub. However, the description provided in this regard is highly unclear, lacking Did you know you can start trying Ludwig OpenSource on Azure How you can get started building your own LLM - How declarative ML simplifies model building and training; How to use off-the-shelf pretrained LLMs with Ludwig - the open-source declarative ML framework from Uber ; How to rapidly fine-tune an LLM on your data in less than 10 lines of code with Ludwig using Contribute to TUDB-Labs/Awesome-LLM-LoRA development by creating an account on GitHub. This repository features LLM apps that use models from OpenAI, Anthropic, Google, and open-source models like So I compiled an "awesome list" of high-quality, plug-and-play chatbots, some of which support LLAMA/HF models out of the box. GitHub community articles Repositories. - wgwang/awesome-LLM-benchmarks Survey of Hallucination in Natural Language Generation ACM Computing Surveys 2023 . Enterprise-grade security awesome_llm_data. The goal is to provide a comprehensive list for An Awesome Collection for LLM in Chinese 收集和梳理中文LLM相关 自ChatGPT为代表的大语言模型（Large Language Model, LLM）出现以后，由于其惊人的类通用人工智能（AGI）的能力，掀起了新一轮自然语言处理领域的研 A collection of papers and resources about Machine Unlearning on LLMs. A curated collection of awesome LLM apps built with RAG and AI agents. Awesome-LLM-Compression - Awesome LLM compression research papers and tools. Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs) - GitHub - quqxui/Awesome-LLM4IE-Papers: Awesome papers about generative Information Extraction (IE) GitHub: CRE-LLM: A Domain-Specific Chinese Relation Extraction Framework with Fine-tuned Large Language Model: Arxiv: 2024-04: the resources about the application based on LLM with RAG pattern - lizhe2004/Awesome-LLM-RAG-Application Awesome-LLM-Planning-Papers is a list of papers investigating and exploring the planning ablility of LLMs. g. These agents are possible to autonomously (and collaboratively) This repository contains a curated collection of references related to large language models used during my thesis research at University of Birmingham. md at main · atfortes/Awesome-LLM-Reasoning Tool Organization Description Open Source GitHub; awesome-cursorrules: PatrickJS: A curated list of resources and guides on cursorrules. Awesome-LLM-Systems - Awesome LLM systems research papers. Awesome-LLM-Healthcare - This project collects awesome resources (e. awesome-hallucination-detection - List of papers on hallucination detection in LLMs. It also contains frameworks for LLM training, tools to deploy LLM, courses and tutorials about LLM and all publicly available LLM Learning Large Language Model (LLM）(大语言模型学习). More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects. This is your LLaMa-pedia, a one-stop shop for all information about Large Language Models, running them on your PCs, differences about models, quirks of using KoboldAI, Oobabooga Contribute to kaushikb11/awesome-llm-agents development by creating an account on GitHub. Contribute to zhengxixuan/awesome-LLM-Infra development by creating an account on GitHub. ; instruct-eval - This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks. . lm-evaluation-harness: A framework for few-shot evaluation of language models. 🐱 GitHub | 🐦 X(Twitter) | 🐶 Zhihu(知乎). Weather inquiry - Get the current weather in a given location by latitude and longitude; Exchange rate inquiry - Convert currency from one type to another and get the exchange rate; Get top Hackers News - Fetch the top 5 news articles from Hackers News Curation of resources for LLM research, screened by @tongyx361 to ensure high quality and accompanied with elaborately-written concise descriptions to help readers get the gist as quickly as possible. An Awesome Collection for LLM in Chinese 收集和梳理中文LLM相关 自ChatGPT为代表的大语言模型（Large Language Model, LLM）出现以后，由于其惊人的类通用人工智能（AGI）的能力，掀起了新一轮自然语言处理领域的研究和应用的浪潮。 We have witnessed the powerful capabilities of pure RL-based LLM Reasoning. awesome-llm-webapps - A collection of open source, actively maintained web apps for LLM applications. (If you’re importing Huggingface for a self-hosted model, use Outlines. These resources provide important references for research and practice in the field of AIOps. Large language models (LLMs) have demonstrated remarkable capabilities across various tasks, but their training typically requires vast other papers . Updates [2023-07-01] Add some open-source models: Aquila, This command starts a local development server and opens up a browser window. This collection aims to help researchers, developers, and enthusiasts navigate the landscape of 中国大模型列表 Awesome LLMs In China. Ziwei Ji, Nayeon Lee, Rita Frieske, Tiezheng Yu, Dan Su, Yan Xu, Etsuko Ishii, Yejin Bang, Wenliang Dai, Andrea Madotto, Pascale Fung 2022. , Shrivastava, V. Conducting reasoning by first using the Large Language Model (LLM) to calculate paths (resembling actions), and then obtaining new nodes based on the paths and LLM. Awesome-LLM-3D - A curated list of Multi-modal Large Language Model in 3D world, Awesome series for Large Language Model(LLM)s. ; opencompass: OpenCompass is an LLM evaluation platform, supporting a wide range of Here is a curated list of papers about large language models, especially relating to ChatGPT. Awesome-LLM-Inference - A curated list of Awesome LLM Inference Paper with codes. Topics Trending Collections Enterprise Enterprise platform. LLM judges are not only capable of serving as flexible evaluators in various fields such as text generation, question answering, and dialogue systems, but also facilitate the self-evolution and performance improvement of models. 😎 Awesome lists about all kinds of LLM related papers Text / Information / Knowledge Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks : This paper introduces a general-purpose fine-tuning recipe for retrieval-augmented generation (RAG) -- models which combine pre-trained parametric and non-parametric memory for language generation. While some instructors are embracing the new technology to increase learning efficiency, others are concerned about potential negative impacts such as over-reliance. LLM orchestration framework to build customizable, production-ready LLM applications. ) Install the latest version of this software directly from github with pip: To use a prompt (this will open the prompt in an editor for further adjustment before submission to the LLM Welcome to the Awesome MLLM-LLM Colab repository! This repository contains a collection of Google Colab notebooks for running various models of Multimodal Large Language Models (MLLM) and Large Language Models (LLM). ai-engineering-hub lm-evaluation-harness: A framework for few-shot evaluation of language models. AI-powered developer platform Available add-ons lm-evaluation-harness - A framework for few-shot evaluation of language models. Drag & drop UI to build your customized LLM flow. 大模型评测数据集和工具大全，涵盖文本、代码、图像、声音、视频以及跨模态等。 Awesome-LLM: a curated list of Large Language Model - Awesome-LLM/resources/大型语言模型的能力分析与应用 - 30min. Contribute to lizhe2004/awesome-llm-agent development by creating an account on GitHub. arXiv [] * [2023/12] LLM-Powered Hierarchical Language Agent for Real-time Human-AI Coordination Jijia Liu et al. 大模型评测数据集和工具大全. These references include academic papers, blog posts, articles, and other pertinent resources. Large Language Models (LLMs) have shown promise in robotic planning, combining reasoning with natural language. Advanced Security. We read every piece of feedback, and take your input very seriously. AI-powered developer platform Available add-ons Thanks to the impressive planning, reasoning, and tool-calling capabilities of Large Language Models (LLMs), people are actively studying and developing LLM-powered agents. com to follow and update it at our Awesome-Multilingual-LLM GitHub repo. com/snowfort-ai/awesome-llm-webapps. ; AlpacaEval - An GitHub community articles Repositories. awesome-japanese-llm With the rapid development of LLMs, LLM-as-a-Judge has garnered widespread attention in both academia and industry. This repository collects research papers on how LLMs are used for path planning, task planning, human-robot interaction, and multi-agent collaboration. ai. The neuro-symbolic approach, which takes inspiration from the CLARION cognitive architecture, proposes a model where bottom-up learning extracts symbolic representations from an LLM layer and top-down guidance utilizes symbolic representations to other papers . Hope everyone enjoy the Multilingual LLM future :) Click on the titles of functions for details, and copy the function definition to easily invoke function calls by ConsoleX. 中国大模型大全，全面收集有明确来源的大模型情况，包括机构、来源信息和分类等，随时更新。 A curated collection of awesome LLM apps built with RAG and AI agents. Awesome-Education-LLM Large Language Models (LLMs) are increasingly prevalent in every aspect of our lives, and their impact on education is particularly noteworthy. awesome-chatgpt-prompts-zh - A Chinese Instructor - Python library that makes it a breeze to work with structured outputs from large language models. Awesome LLM Benchmarks to evaluate the LLMs across text, code, image, audio, video and more. awesome-chatgpt-prompts-zh - A Chinese Sentiment Analysis (Single-Sentence Tasks) SST-2 (Stanford Sentiment Treebank) IMDb (Large Movie Review Dataset) Linguistic Acceptability (Single-Sentence Tasks) List of awesome LLM and NLP resources. In this repository, we will add newest papers, slides, and other interesting materials that enhance LLM reasoning with reinforcement learning, helping everyone learn quickly! Starring this A curated collection of awesome LLM apps built with RAG and AI agents. We strongly encourage the Benchmarking and improving generator-validator consistency of language models, by Li, X. ; dalai - - The cli tool to run LLaMA on the local machine. Contribute to kebijuelun/Awesome-LLM-Learning development by creating an account on GitHub. ; Open LLM Leaderboard - aims to track, rank, and evaluate LLMs and chatbots as they are released. LLMsPracticalGuide - A curated list of practical guide resources of LLMs. Hope everyone enjoy the LLM-guided future :) GitHub is where awesome-llm builds software. Contribute to AttentionX/awesome-llm development by creating an account on GitHub. , Li, S. Contribute to JessyTsui/awesome_LLM_beginner development by creating an account on GitHub. , papers, open-source models) for large language model (LLM) - MLNLP-World/Awesome-LLM GitHub is where people build software. AI-powered developer platform Available add-ons. Awesome-LLM: a curated list of Large Language Model. Most changes are reflected live without having to restart the server. 5B Model by Scaling RL ; QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search ; Process Reinforcement through Implicit Rewards ; Advancing Language Model Reasoning through [2024/10] MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making Yubin Kim et al. For more details Contribute to zhichao-lu/Awesome-LLM-NAS development by creating an account on GitHub. 送给LLM初学者的路径，看我心情和时间更新. The best way it compare them one by one, choose the best performance one suitable for your hardware. This repository features LLM apps that use models from OpenAI, Anthropic, Google, and open-source models like DeepSeek, Qwen or Llama that you can run locally on your computer. ; lighteval - a lightweight LLM evaluation suite that Hugging Face has been using internally. If you are using GitHub pages for hosting, this command is a convenient way to build the website and push to the gh-pages branch Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied with elaborately-written concise descriptions to help readers get the gist as quickly as possible. This project follows the licenses of the original repositories. https://github. Contribute to haizelabs/Awesome-LLM-Judges development by creating an account on GitHub. Another collection of Vision Language Models and Vision Generative models can be found here. 🔥 大型语言模型（LLM）已经席卷了 全球，不再局限于 NLP 或 AI 社区。这里整理了一些关于大型语言模型，特别是与 ChatGPT 相关的研究论文，涵盖了 LLM 训练框架、部署工具、课程与教程，以及所有公开的 LLM 检查点和 API。 🔥 Large Language Models(LLM) have taken the NLP community AI community the Whole World by storm. In perticular, we listed the recent perspective of using LLM as a proxy for human subjects. , Hashimoto, T. everything about llm based agent. pdf at main · Hannibal046/Awesome-LLM This repo aims to track research works in the emergent displine of using LLMs in social science. ⚖️ Awesome LLM Judges ⚖️. In this comprehensive overview of AIOps, we cover AIOps researchers, conferences and journals, datasets, benchmarks, and research frontiers. awesome-chatgpt-prompts-zh - A Chinese Awesome-LLM-Agent Welcome to our comprehensive collection on LLM-based agents, with an emphasis on reasoning, memory, action, and related applications . ; llm-comparator: LLM Comparator is an interactive data visualization tool for evaluating and analyzing LLM Awesome-LLM-Prompt-Optimization: a curated list of advanced prompt optimization and tuning methods in Large Language Models GitHub community articles Repositories. An Awesome Collection for LLM in Chinese 收集和梳理中文LLM相关 自ChatGPT为代表的大语言模型（Large Language Model, LLM）出现以后，由于其惊人的类通用人工智能（AGI）的能力，掀起了新一轮自然语言处理领域的研究和应用的浪潮。 Stanford Alpaca - - A repository of Stanford Alpaca project, a model fine-tuned from the LLaMA 7B model on 52K instruction-following demonstrations. Awesome ChatGPT Prompts - A collection of prompt examples to be used with the ChatGPT model. arXiv [] * Awesome-LLM-Compression - Awesome LLM compression research papers and tools. infrastructure reference for LLM developers. ) Outlines - provides ways to control the generation of language models to make their output more predictable. md. Awesome LLM Red Teaming is a curated list for researchers, engineers, and enthusiasts focused on exploring, testing, and securing large language models. The related researches and their experiment domains are summarized as a table below. 😎 Awesome lists about free apis powered by large language model(LLM) - jobsimi/awesome-llm-free-apis For any interesting news about LLM-guided multimodal learning on Twitter, you can also @Zi_Yuan_Hu to follow and update it at our Awesome-Multimodal-LLM GitHub repo. Awesome-LLM-hallucination - LLM hallucination paper list. Featured by: Probably the most comprehensive list of training prompt&answer datasets for A collection list for Large Language Model (LLM) Watermark - plll4zzx/Awesome-LLM-Watermark Welcome to the Awesome LLM repository, a curated list of resources, tools, libraries, and tutorials for working with Large Language Models (LLMs). ; OLMO-eval - a repository for evaluating open language models. 在这篇关于AIOps的Overview中，我们涵盖了 AIOps Awesome LLM Large language models are essential for future lifes, but there are so many variants, we don't know which one is better as there is no really a right metrics to eval it. Here is a curated list of papers about large language models, especially relating to ChatGPT. swj wnteny cawhy gzve evbsl xdrbzght vwfjjt ndwm gwrhf szhoy rlyzges gdktho hyblp xxhv vpzxr