Alternatives and similar repositories for Superfiltering:

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

• sail-sg / regmix
  [ICLR 2025] 🧬 RegMix: Data Mixture as Regression for Language Model Pre-training (Spotlight)
  ☆122Updated last month
• princeton-nlp / CEPE
  [ACL 2024] Long-Context Language Modeling with Parallel Encodings
  ☆153Updated 10 months ago
• princeton-nlp / QuRating
  [ICML 2024] Selecting High-Quality Data for Training Language Models
  ☆164Updated 9 months ago
• mtbench101 / mt-bench-101
  [ACL 2024] MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues
  ☆82Updated 8 months ago
• IronBeliever / CaR
  Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation
  ☆78Updated 5 months ago
• yegcjs / mixinglaws
  ☆98Updated 6 months ago
• pldlgb / nuggets
  ☆81Updated last year
• gpt4life / alpagasus
  Unofficial implementation of AlpaGasus
  ☆90Updated last year
• YJiangcm / FollowBench
  [ACL 2024] FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models
  ☆97Updated 4 months ago
• Spico197 / Humback
  🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.
  ☆139Updated 9 months ago
• OFA-Sys / InsTag
  InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuning
  ☆250Updated last year
• CASIA-LM / MoDS
  ☆139Updated 11 months ago
• THUDM / LongAlign
  [EMNLP 2024] LongAlign: A Recipe for Long Context Alignment of LLMs
  ☆249Updated 3 months ago
• QwenLM / AutoIF
  ☆265Updated 8 months ago
• ZitongYang / Synthetic_Continued_Pretraining
  Code implementation of synthetic continued pretraining
  ☆99Updated 3 months ago
• MozerWang / Loong
  [EMNLP 2024 (Oral)] Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA
  ☆122Updated 5 months ago
• chujiezheng / LLM-Extrapolation
  Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"
  ☆74Updated 10 months ago
• sail-sg / sdft
  [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".
  ☆117Updated 5 months ago
• meowpass / FollowComplexInstruction
  Official implementation of the paper "From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large L…
  ☆46Updated 9 months ago
• nick7nlp / Counting-Stars
  Counting-Stars (★)
  ☆82Updated 7 months ago
• yyDing1 / ScaleQuest
  We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLMs.
  ☆61Updated 5 months ago
• thu-coai / ComplexBench
  Benchmarking Complex Instruction-Following with Multiple Constraints Composition (NeurIPS 2024 Datasets and Benchmarks Track)
  ☆76Updated last month
• SparkJiao / dpo-trajectory-reasoning
  [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".
  ☆74Updated 3 months ago
• FlagOpen / Infinity-Instruct
  ☆46Updated 10 months ago
• icip-cas / awesome-auto-alignment
  Collection of papers for scalable automated alignment.
  ☆87Updated 5 months ago
• Junjie-Ye / ToolEyes
  [COLING 2025] ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios
  ☆65Updated 4 months ago
• GAIR-NLP / ProX
  Offical Repo for "Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale"
  ☆234Updated last month
• TIGER-AI-Lab / MAmmoTH2
  Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]
  ☆137Updated 5 months ago
• lancopku / label-words-are-anchors
  Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning
  ☆162Updated last year
• GAIR-NLP / OPO
  ☆49Updated last year