cytan17726

cytan17726's Stars

• hiyouga/LLaMA-Factory

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

  Language:Python37.1k2195.6k4.6k

• 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 Notebook15.8k2033982.3k

• QwenLM/Qwen

  The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.

  Language:Python15.1k1121.1k1.2k

• OptimalScale/LMFlow

  An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

  Language:Python8.3k72419827

• EleutherAI/lm-evaluation-harness

  A framework for few-shot evaluation of language models.

  Language:Python7.4k391.2k2k

• xusenlinzy/api-for-open-llm

  Openai style api for open large language models, using LLMs just as chatgpt! Support for LLaMA, LLaMA-2, BLOOM, Falcon, Baichuan, Qwen, Xverse, SqlCoder, CodeLLaMA, ChatGLM, ChatGLM2, ChatGLM3 etc. 开源大模型的统一后端接口

  Language:Python2.4k24288275

• ydyjya/Awesome-LLM-Safety

  A curated list of safety-related papers, articles, and resources focused on Large Language Models (LLMs). This repository aims to provide researchers, practitioners, and enthusiasts with insights into the safety implications, challenges, and advancements surrounding these powerful models.

  1.1k171156

• HillZhang1999/llm-hallucination-survey

  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 Language Models"

  96012352

• pjlab-sys4nlp/llama-moe

  ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)

  Language:Python90182249

• ContextualAI/HALOs

  A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).

  Language:Python77282447

• haonan-li/CMMLU

  CMMLU: Measuring massive multitask language understanding in Chinese

  Language:Python712113760

• sylinrl/TruthfulQA

  TruthfulQA: Measuring How Models Imitate Human Falsehoods

  Language:Jupyter Notebook63981377

• IAAR-Shanghai/UHGEval

  [ACL 2024] User-friendly evaluation framework: Eval Suite & Benchmarks: UHGEval, HaluEval, HalluQA, etc.

  Language:Python18712417

• ictnlp/TruthX

  Code for ACL 2024 paper "TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space"

  Language:Python135546

• Spico197/Mirror

  🪞A powerful toolkit for almost all the Information Extraction tasks.

  Language:Python1155712

• shizhediao/R-Tuning

  [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't Know'"

  Language:Python101379

• canghongjian/beam_retriever

  [NAACL 2024] End-to-End Beam Retrieval for Multi-Hop Question Answering

  Language:Python873138

• yinzhangyue/SelfAware

  Do Large Language Models Know What They Don’t Know?

  Language:Python85325

• OpenMOSS/Say-I-Dont-Know

  [ICML'2024] Can AI Assistants Know What They Don't Know?

  Language:Python76167

• dki-lab/Pangu

  Code for reproducing the ACL'23 paper: Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments

  Language:Python7382011

• huiyeruzhou/arxiv_crawler

  这是一个高效，快捷的arXiv论文爬虫，它可以将指定时间范围，指定主题，包含指定关键词的论文信息爬取到本地，并且将其中的标题和摘要翻译成中文。

  Language:Python43106

• Spico197/MoE-SFT

  🍼 Official implementation of Dynamic Data Mixing Maximizes Instruction Tuning for Mixture-of-Experts

  Language:Python35100

• zjysteven/mink-plus-plus

  Min-K%++: Improved baseline for detecting pre-training data of LLMs https://arxiv.org/abs/2404.02936

  Language:Python28275

• intuit-ai-research/DCR-consistency

  DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and Improvement of Large Language Models

  Language:Python22403

• thunlp/FalseQA

  Repo for ACL2023 paper "Won't Get Fooled Again: Answering Questions with False Premises"

  Language:Python2120

• zhliu0106/probing-lm-data

  Official Implementation of "Probing Language Models for Pre-training Data Detection"

  Language:Python17102

• genglinliu/UnknownBench

  Repo for paper: Examining LLMs' Uncertainty Expression Towards Questions Outside Parametric Knowledge

  Language:Jupyter Notebook12110

• zhliu0106/learning-to-refuse

  Official Implementation of "Learning to Refuse: Towards Mitigating Privacy Risks in LLMs"

  Language:Python8144

• amayuelas/knowledge-of-knowledge

  Language:Python4100

• Spico197/server-remote-control

  Remote power control by accessing BMI.

  Language:Python120