sail-sg / sdftLinks
[ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".
☆131Updated 11 months ago
Alternatives and similar repositories for sdft
Users that are interested in sdft are comparing it to the libraries listed below
Sorting:
- ☆83Updated last year
- Model merging is a highly efficient approach for long-to-short reasoning.☆89Updated last week
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆82Updated 9 months ago
- Official code implementation for the ACL 2025 paper: 'CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis'☆31Updated 5 months ago
- [SIGIR'24] The official implementation code of MOELoRA.☆183Updated last year
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆180Updated 3 months ago
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆83Updated last year
- this is an implementation for the paper Improve Mathematical Reasoning in Language Models by Automated Process Supervision from google de…☆41Updated 3 months ago
- [ACL-25] We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLMs.☆68Updated 11 months ago
- [ICLR'25] DataGen: Unified Synthetic Dataset Generation via Large Language Models☆64Updated 7 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆130Updated 7 months ago
- ☆161Updated last year
- ☆157Updated last week
- A method of ensemble learning for heterogeneous large language models.☆62Updated last year
- ☆68Updated 4 months ago
- ☆30Updated 8 months ago
- xVerify: Efficient Answer Verifier for Reasoning Model Evaluations☆135Updated 6 months ago
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆165Updated last year
- [ACL 2024] ANAH & [NeurIPS 2024] ANAH-v2 & [ICLR 2025] Mask-DPO☆55Updated 5 months ago
- Counting-Stars (★)☆83Updated 4 months ago
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct☆188Updated 9 months ago
- [NeurIPS'24] Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models☆62Updated 10 months ago
- The code and data of DPA-RAG, accepted by WWW 2025 main conference.☆63Updated 9 months ago
- This is the official GitHub repository for our survey paper "Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language …☆125Updated 5 months ago
- [ACL 2024] MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues☆120Updated last year
- Repo for the EMNLP'24 Paper "Dual-Space Knowledge Distillation for Large Language Models". A general white-box KD framework for both same…☆60Updated last month
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆189Updated last year
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆186Updated 3 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆139Updated last year
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆121Updated last year