songmzhang / DSKD
Repo for the EMNLP'24 Paper "Dual-Space Knowledge Distillation for Large Language Models".
☆40Updated 3 months ago
Alternatives and similar repositories for DSKD:
Users that are interested in DSKD are comparing it to the libraries listed below
- L-CITEEVAL: DO LONG-CONTEXT MODELS TRULY LEVERAGE CONTEXT FOR RESPONDING?☆23Updated 3 months ago
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆77Updated last year
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆68Updated last month
- Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"☆72Updated 8 months ago
- [ACL 2024 (Oral)] A Prospector of Long-Dependency Data for Large Language Models☆54Updated 6 months ago
- We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLMs.☆60Updated 3 months ago
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models☆76Updated 11 months ago
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆110Updated 3 months ago
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆35Updated 10 months ago
- Source code of "Reasons to Reject? Aligning Language Models with Judgments"☆58Updated 11 months ago
- ☆95Updated 4 months ago
- ☆17Updated 2 months ago
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆63Updated 11 months ago
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆141Updated 5 months ago
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆157Updated 8 months ago
- One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning☆38Updated last year
- The official repository of the Omni-MATH benchmark.☆71Updated last month
- [ACL 2024] MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues☆68Updated 6 months ago
- LongProc: Benchmarking Long-Context Language Models on Long Procedural Generation☆18Updated 3 weeks ago
- Official implementation of the paper "From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large L…☆44Updated 7 months ago
- 🍼 Official implementation of Dynamic Data Mixing Maximizes Instruction Tuning for Mixture-of-Experts☆37Updated 4 months ago
- Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process☆25Updated 6 months ago
- ☆23Updated 4 months ago
- ☆58Updated 5 months ago
- [ICLR'25] Data and code for our paper "Why Does the Effective Context Length of LLMs Fall Short?"☆69Updated 2 months ago
- [ACL 2024] Learning to Edit: Aligning LLMs with Knowledge Editing☆32Updated 6 months ago
- This repo contains evaluation code for the paper "MileBench: Benchmarking MLLMs in Long Context"☆29Updated 7 months ago
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆153Updated 2 months ago
- [ACL 2024] Long-Context Language Modeling with Parallel Encodings☆153Updated 8 months ago