xiatingyu / SFT-DataSelection-at-scaleLinks
☆30Updated 6 months ago
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
Sorting:
- Model merging is a highly efficient approach for long-to-short reasoning.☆80Updated 2 months ago
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆128Updated 9 months ago
- [ICLR 2025] 🧬 RegMix: Data Mixture as Regression for Language Model Pre-training (Spotlight)☆166Updated 6 months ago
- [ACL-25] We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLMs.☆64Updated 10 months ago
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆173Updated 2 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆80Updated 7 months ago
- [NeurIPS'24] Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models☆62Updated 8 months ago
- Repo for the EMNLP'24 Paper "Dual-Space Knowledge Distillation for Large Language Models". A general white-box KD framework for both same…☆59Updated this week
- ☆151Updated last year
- ☆66Updated 4 months ago
- [ACL 2024] Long-Context Language Modeling with Parallel Encodings☆157Updated last year
- TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models☆79Updated last year
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆185Updated last year
- Code for ACL 2024 accepted paper titled "SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language …☆35Updated 7 months ago
- ☆104Updated last month
- A Sober Look at Language Model Reasoning☆81Updated 2 months ago
- ☆207Updated 6 months ago
- Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆99Updated this week
- [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style☆59Updated last month
- A unified suite for generating elite reasoning problems and training high-performance LLMs, including pioneering attention-free architect…☆64Updated 2 months ago
- TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆174Updated 2 months ago
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆74Updated 9 months ago
- Official implementation of the paper "From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large L…☆51Updated last year
- ☆15Updated last year
- ☆128Updated last week
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆61Updated last year
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆114Updated last year
- Official code implementation for the ACL 2025 paper: 'CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis'☆29Updated 3 months ago
- Code implementation of synthetic continued pretraining☆125Updated 7 months ago
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆61Updated last year