Alternatives and similar repositories for SFT-DataSelection-at-scale

Users that are interested in SFT-DataSelection-at-scale are comparing it to the libraries listed below

• hahahawu / Long-to-Short-via-Model-Merging
  Model merging is a highly efficient approach for long-to-short reasoning.
  ☆92Updated 2 months ago
• sail-sg / sdft
  [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".
  ☆138Updated last year
• yyDing1 / ScaleQuest
  [ACL 2025] We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLM…
  ☆68Updated last year
• THU-KEG / RM-Bench
  [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style
  ☆72Updated 5 months ago
• SparkJiao / dpo-trajectory-reasoning
  [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".
  ☆83Updated 11 months ago
• ZHZisZZ / weak-to-strong-search
  [NeurIPS'24] Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models
  ☆64Updated last year
• tianyi-lab / Superfiltering
  [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning
  ☆184Updated 5 months ago
• princeton-nlp / CEPE
  [ACL 2024] Long-Context Language Modeling with Parallel Encodings
  ☆167Updated last year
• sail-sg / regmix
  [ICLR 2025] 🧬 RegMix: Data Mixture as Regression for Language Model Pre-training (Spotlight)
  ☆181Updated 10 months ago
• Zanette-Labs / efficient-reasoning
  ☆70Updated 8 months ago
• bethgelab / sober-reasoning
  A Sober Look at Language Model Reasoning
  ☆89Updated last month
• songmzhang / DSKD
  Repo for the EMNLP'24 Paper "Dual-Space Knowledge Distillation for Large Language Models". A general white-box KD framework for both same…
  ☆60Updated 3 months ago
• ZNLP / Language-Imbalance-Driven-Rewarding
  [ICLR 2025] Language Imbalance Driven Rewarding for Multilingual Self-improving
  ☆24Updated 3 months ago
• alisawuffles / proxy-tuning
  Code associated with Tuning Language Models by Proxy (Liu et al., 2024)
  ☆126Updated last year
• hemingkx / TokenSkip
  [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs
  ☆196Updated 3 weeks ago
• princeton-nlp / QuRating
  [ICML 2024] Selecting High-Quality Data for Training Language Models
  ☆196Updated last week
• GAIR-NLP / ReasonEval
  [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy
  ☆76Updated 2 months ago
• HowieHwong / DataGen
  [ICLR'25] DataGen: Unified Synthetic Dataset Generation via Large Language Models
  ☆64Updated 9 months ago
• TianHongZXY / RLVR-Decomposed
  [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"
  ☆138Updated last month
• meowpass / FollowComplexInstruction
  Official implementation of the paper "From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large L…
  ☆53Updated last year
• GAIR-NLP / LIMR
  ☆213Updated 10 months ago
• GeniusHTX / TALE
  ☆140Updated 3 months ago
• RUCKBReasoning / CoT-based-Synthesizer
  Official code implementation for the ACL 2025 paper: 'CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis'
  ☆32Updated 7 months ago
• Reason-Wang / NAT
  [NAACL 2025] The official implementation of paper "Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language M…
  ☆29Updated last year
• SeanLeng1 / Reward-Calibration
  ☆21Updated last year
• LightChen233 / reasoning-boundary
  ☆69Updated 6 months ago
• cxcscmu / MATES
  Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]
  ☆76Updated last year
• open-compass / ANAH
  [ACL 2024] ANAH & [NeurIPS 2024] ANAH-v2 & [ICLR 2025] Mask-DPO
  ☆60Updated 7 months ago
• yegcjs / mixinglaws
  ☆108Updated 5 months ago
• GCYZSL / MoLA
  ☆169Updated last year