Alternatives and similar repositories for InsTag

Users that are interested in InsTag are comparing it to the libraries listed below

• QwenLM / AutoIF
  ☆322Updated last year
• tianyi-lab / Superfiltering
  [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning
  ☆186Updated 7 months ago
• hkust-nlp / deita
  Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]
  ☆584Updated last year
• 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 mo…
  ☆415Updated 7 months ago
• GAIR-NLP / auto-j
  Generative Judge for Evaluating Alignment
  ☆249Updated 2 years ago
• OFA-Sys / gsm8k-ScRel
  Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models
  ☆269Updated last year
• CASIA-LM / MoDS
  ☆147Updated last year
• thu-coai / CritiqueLLM
  ☆147Updated last year
• Spico197 / Humpback
  🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.
  ☆137Updated 8 months ago
• THUDM / LongAlign
  [EMNLP 2024] LongAlign: A Recipe for Long Context Alignment of LLMs
  ☆260Updated last year
• CASIA-LM / ChineseWebText
  ☆184Updated 2 years ago
• thu-coai / ComplexBench
  Benchmarking Complex Instruction-Following with Multiple Constraints Composition (NeurIPS 2024 Datasets and Benchmarks Track)
  ☆101Updated 11 months ago
• OpenMOSS / HalluQA
  Dataset and evaluation script for "Evaluating Hallucinations in Chinese Large Language Models"
  ☆136Updated last year
• l294265421 / alpaca-rlhf
  Finetuning LLaMA with RLHF (Reinforcement Learning with Human Feedback) based on DeepSpeed Chat
  ☆117Updated 2 years ago
• IronBeliever / CaR
  Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation
  ☆90Updated last year
• YJiangcm / FollowBench
  [ACL 2024] FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models
  ☆119Updated 7 months ago
• OpenBMB / UltraFeedback
  A large-scale, fine-grained, diverse preference dataset (and models).
  ☆361Updated 2 years ago
• OpenBMB / UltraEval
  [ACL 2024 Demo] Official GitHub repo for UltraEval: An open source framework for evaluating foundation models.
  ☆254Updated last year
• ZigeW / data_management_LLM
  Collection of training data management explorations for large language models
  ☆336Updated last year
• BAAI-Zlab / COIG
  ☆129Updated 2 years ago
• sail-sg / regmix
  [ICLR 2025] 🧬 RegMix: Data Mixture as Regression for Language Model Pre-training (Spotlight)
  ☆186Updated 11 months ago
• nick7nlp / Counting-Stars
  Counting-Stars (★)
  ☆83Updated 2 months ago
• GAIR-NLP / ProX
  [ICML 2025] Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale
  ☆264Updated 6 months ago
• princeton-nlp / QuRating
  [ICML 2024] Selecting High-Quality Data for Training Language Models
  ☆200Updated last month
• bojone / NBCE
  Naive Bayes-based Context Extension
  ☆326Updated last year
• princeton-nlp / LESS
  [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning
  ☆512Updated last year
• xiaoya-li / Instruction-Tuning-Survey
  Project for the paper entitled `Instruction Tuning for Large Language Models: A Survey`
  ☆227Updated 5 months ago
• Strivin0311 / long-llms-learning
  A repository sharing the literatures about long-context large language models, including the methodologies and the evaluation benchmarks
  ☆272Updated last year
• bigai-nlco / LooGLE
  ACL 2024 | LooGLE: Long Context Evaluation for Long-Context Language Models
  ☆194Updated last year
• pldlgb / nuggets
  ☆87Updated 2 years ago