A collection of phenomenons observed during the scaling of big foundation models, which may be developed into consensus, principles, or laws in the future
☆285Aug 13, 2023Updated 2 years ago
Alternatives and similar repositories for BMPrinciples
Users that are interested in BMPrinciples are comparing it to the libraries listed below
Sorting:
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,766Aug 4, 2024Updated last year
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆130Jul 10, 2024Updated last year
- Implementations of online merging optimizers proposed by Online Merging Optimizers for Boosting Rewards and Mitigating Tax in Alignment☆81Jun 19, 2024Updated last year
- Multi-agent Social Simulation + Efficient, Effective, and Stable alternative of RLHF. Code for the paper "Training Socially Aligned Langu…☆354Jun 18, 2023Updated 2 years ago
- A plug-and-play library for parameter-efficient-tuning (Delta Tuning)☆1,039Sep 19, 2024Updated last year
- ☆2,882Feb 20, 2025Updated last year
- Tool Learning for Big Models, Open-Source Solutions of ChatGPT-Plugins☆2,786Dec 5, 2023Updated 2 years ago
- Learning from preferences is a common paradigm for fine-tuning language models. Yet, many algorithmic design decisions come into play. Ou…☆32Apr 20, 2024Updated last year
- The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".☆1,590Jun 3, 2025Updated 8 months ago
- Code for ICLR 2024 paper "CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets"☆61Jun 3, 2024Updated last year
- A Human-LLM Collaborative Dataset for Generative Information-seeking with Attribution☆35Aug 2, 2023Updated 2 years ago
- Model Compression for Big Models☆168Jun 30, 2023Updated 2 years ago
- ☆917Jul 24, 2024Updated last year
- Instruction Tuning with GPT-4☆4,342Jun 11, 2023Updated 2 years ago
- GPT-Fathom is an open-source and reproducible LLM evaluation suite, benchmarking 10+ leading open-source and closed-source LLMs as well a…☆345Apr 10, 2024Updated last year
- BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）☆8,281Oct 16, 2024Updated last year
- ☆921May 22, 2024Updated last year
- Distributional Generalization in NLP. A roadmap.☆88Dec 12, 2022Updated 3 years ago
- This repository contains datasets (including testing set) for EMNLP-IJCNLP 2019 paper "BiPaR: A Bilingual Parallel Dataset for Multilingu…☆23Jul 13, 2021Updated 4 years ago
- Momentum Decoding: Open-ended Text Generation as Graph Exploration☆19Jan 27, 2023Updated 3 years ago
- ☆12Jul 4, 2024Updated last year
- The official GitHub page for the survey paper "A Survey of Large Language Models".☆12,094Mar 11, 2025Updated 11 months ago
- Open Academic Research on Improving LLaMA to SOTA LLM☆1,611Aug 30, 2023Updated 2 years ago
- A large-scale 7B pretraining language model developed by BaiChuan-Inc.☆5,683Jul 18, 2024Updated last year
- Paper collections of methods that using language to interact with environment, including interact with real world, simulated world or WWW…☆129Jul 26, 2023Updated 2 years ago
- Secrets of RLHF in Large Language Models Part I: PPO☆1,416Mar 3, 2024Updated last year
- Repository containing the SPIN experiments on the DIBT 10k ranked prompts☆23Mar 12, 2024Updated last year
- Large-scale, Informative, and Diverse Multi-round Chat Data (and Models)☆2,789Mar 13, 2024Updated last year
- Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large …☆1,076Sep 27, 2025Updated 5 months ago
- Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).☆766Jul 20, 2023Updated 2 years ago
- An extensible benchmark for evaluating large language models on planning☆451Sep 17, 2025Updated 5 months ago
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆996May 21, 2025Updated 9 months ago
- Explore from keyword search to dense retrieval and reranking, which injects the intelligence of LLMs into your search system, making it f…☆14Aug 27, 2023Updated 2 years ago
- A visualization experience of AI/ML academic papers hosted on ArXiV - for project work at the University of California, Berkeley MIDS pro…☆10Feb 10, 2023Updated 3 years ago
- [ICLR 2025] ELICIT: LLM Augmentation Via External In-context Capability☆13Mar 11, 2025Updated 11 months ago
- Official Repo for ICLR 2024 paper MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback by Xingyao Wang*, Ziha…☆133Jun 4, 2024Updated last year
- This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.☆567Oct 28, 2024Updated last year
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & TIS & vLLM & Ray & Async RL)☆9,037Feb 21, 2026Updated last week
- A large-scale language model for scientific domain, trained on redpajama arXiv split☆138Mar 1, 2024Updated 2 years ago