exlaw

exlaw's Stars

• hiyouga/LLaMA-Factory

  Unified Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

  Language:Python36.9k2195.6k4.5k

• meta-llama/llama-recipes

  Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama for WhatsApp & Messenger.

  Language:Jupyter Notebook15.8k2043982.3k

• huggingface/trl

  Train transformer language models with reinforcement learning.

  Language:Python10.5k771.3k1.4k

• EleutherAI/lm-evaluation-harness

  A framework for few-shot evaluation of language models.

  Language:Python7.3k391.2k2k

• predibase/lorax

  Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs

  Language:Python2.3k33253149

• Niek/chatgpt-web

  ChatGPT web interface using the OpenAI API

  Language:Svelte1.9k21170476

• yule-BUAA/MergeLM

  Codebase for Merging Language Models (ICML 2024)

  Language:Python78984246

• sail-sg/lorahub

  [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition

  Language:Python604112236

• THUYimingLi/BackdoorBox

  The open-sourced Python toolbox for backdoor attacks and defenses.

  Language:Python48272876

• THU-BPM/MarkLLM

  MarkLLM: An Open-Source Toolkit for LLM Watermarking.（EMNLP 2024 Demo）

  Language:Jupyter Notebook31361435

• chrisliu298/awesome-llm-unlearning

  A resource repository for machine unlearning in large language models

  2596214

• Ablustrund/LoRAMoE

  LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment

  Language:Python25721819

• Libr-AI/do-not-answer

  Do-Not-Answer: A Dataset for Evaluating Safeguards in LLMs

  Language:Jupyter Notebook1995125

• ICTMCG/LLM-for-misinformation-research

  Paper list of misinformation research using (multi-modal) large language models, i.e., (M)LLMs.

  171707

• uukuguy/multi_loras

  Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answer based on user queries.

  Language:Python1496410

• andyrdt/refusal_direction

  Code and results accompanying the paper "Refusal in Language Models Is Mediated by a Single Direction".

  Language:Python1394628

• wuhy68/Parameter-Efficient-MoE

  Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks

  Language:Python1344818

• ericwtodd/function_vectors

  Function Vectors in Large Language Models (ICLR 2024)

  Language:Python12641229

• GCYZSL/MoLA

  Language:Python1192227

• PKU-Alignment/beavertails

  BeaverTails is a collection of datasets designed to facilitate research on safety alignment in large language models (LLMs).

  Language:Makefile117675

• TUDB-Labs/MixLoRA

  State-of-the-art Parameter-Efficient MoE Fine-tuning Method

  Language:Python1063109

• LucyDYu/Awesome-Multimodal-Continual-Learning

  99222

• chrisliu298/awesome-representation-engineering

  A resource repository for representation engineering in large language models

  81124

• vinusankars/Reliability-of-AI-text-detectors

  Can AI-Generated Text be Reliably Detected?

  Language:Python65222

• rishub-tamirisa/tamper-resistance

  Official Repository for "Tamper-Resistant Safeguards for Open-Weight LLMs"

  Language:Python421105

• ydyjya/LLM-IHS-Explanation

  Language:Jupyter Notebook37233

• THU-BPM/WaterSeeker

  WaterSeeker: Pioneering Efficient Detection of Watermarked Segments in Large Documents

  Language:Python71

• LeiLiLab/llm_watermark_tutorial

  Language:JavaScript4100

• survey-text-watermark/survey-text-watermark.github.io

  Language:HTML3100

• exlaw/DLMA

  Code and data for paper "Direct Large Language Model Alignment Through Self-Rewarding Contrastive Prompt Distillation" accepted by ACL 2024.

  Language:Python2200