hunxuewangzi

hunxuewangzi's Stars

• nlpxucan/WizardLM

  LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath

  Language:Python9.3k112191722

• Instruction-Tuning-with-GPT-4/GPT-4-LLM

  Instruction Tuning with GPT-4

  Language:HTML4.2k4334300

• tatsu-lab/alpaca_eval

  An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

  Language:Jupyter Notebook1.6k8152247

• OSU-NLP-Group/HippoRAG

  [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge across external documents. RAG + Knowledge Graphs + Personalized PageRank.

  Language:Python1.5k1437124

• ThuCCSLab/Awesome-LM-SSP

  A reading list for large models safety, security, and privacy (including Awesome LLM Security, Safety, etc.).

  1k222369

• WeOpenML/PandaLM

  Language:Python892133267

• jianzhnie/awesome-instruction-datasets

  A collection of awesome-prompt-datasets, awesome-instruction-dataset, to train ChatLLM such as chatgpt 收录各种各样的指令数据集, 用于训练 ChatLLM 模型。

  5706031

• hkust-nlp/deita

  Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]

  Language:Python51362728

• princeton-nlp/LESS

  [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning

  Language:Jupyter Notebook39453736

• zjunlp/AutoKG

  LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

  Language:Python3769634

• microsoft/rho

  Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.

  3706611

• tianyi-lab/Cherry_LLM

  [NAACL'24] Self-data filtering of LLM instruction-tuning data using a novel perplexity-based difficulty score, without using any other models

  Language:Python32333021

• ZigeW/data_management_LLM

  Collection of training data management explorations for large language models

  2995129

• OFA-Sys/InsTag

  InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuning

  2294107

• alon-albalak/data-selection-survey

  A Survey on Data Selection for Language Models

  1955110

• zjunlp/IEPile

  [ACL 2024] IEPile: A Large-Scale Information Extraction Corpus

  Language:Python17973117

• czbiohub-sf/tabula-muris-senis

  Tabula Muris Senis

  Language:Jupyter Notebook10095326

• sail-sg/regmix

  🧬 RegMix: Data Mixture as Regression for Language Model Pre-training

  Language:Jupyter Notebook955105

• 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:Python94379

• gpt4life/alpagasus

  Unofficial implementation of AlpaGasus

  Language:Python86376

• pldlgb/nuggets

  Language:Jupyter Notebook761102

• IronBeliever/CaR

  Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation

  Language:Python71161

• lunyiliu/CoachLM

  Code and data for CoachLM, an automatic instruction revision approach LLM instruction tuning.

  Language:Python59014

• YangLing0818/SuperCorrect-llm

  SuperCorrect: Supervising and Correcting Language Models with Error-Driven Insights

  Language:Python41331

• DAMO-NLP-SG/Auto-Arena-LLMs

  Language:Jupyter Notebook35231

• zjunlp/WorfBench

  Benchmarking Agentic Workflow Generation

  Language:Python321

• Lichang-Chen/AlpaGasus

  A better Alpaca Model Trained with Less Data (only 9k instructions of the original set)

  Language:HTML21223

• Blue-Raincoat/SelectIT

  Language:Python132

• 2003pro/TAGCOS

  This is the official implementation of TAGCOS: Task-agnostic Gradient Clustered Coreset Selection for Instruction Tuning Data

  Language:Python10100

• xypan0/G-DIG

  Language:Python10