ShiZhengyan / InstructionModellingLinks
[NeurIPS 2024 Main Track] Code for the paper titled "Instruction Tuning With Loss Over Instructions"
☆38Updated last year
Alternatives and similar repositories for InstructionModelling
Users that are interested in InstructionModelling are comparing it to the libraries listed below
Sorting:
- Codebase for Instruction Following without Instruction Tuning☆36Updated last year
- Code and Data for "Long-context LLMs Struggle with Long In-context Learning" [TMLR2025]☆110Updated 10 months ago
- Long Context Extension and Generalization in LLMs☆62Updated last year
- [NAACL 2025] A Closer Look into Mixture-of-Experts in Large Language Models☆57Updated 11 months ago
- ☆85Updated 2 months ago
- [ICLR 2025] LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization☆43Updated 10 months ago
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆107Updated 3 months ago
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆89Updated last year
- [ICLR 2025 Oral] "Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free"☆86Updated last year
- Official repository for ACL 2025 paper "Model Extrapolation Expedites Alignment"☆76Updated 7 months ago
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫 𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆51Updated last year
- ☆19Updated last year
- ☆143Updated 4 months ago
- Pytorch implementation for "Compressed Context Memory For Online Language Model Interaction" (ICLR'24)☆62Updated last year
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆119Updated 8 months ago
- A scalable automated alignment method for large language models. Resources for "Aligning Large Language Models via Self-Steering Optimiza…☆20Updated last year
- Organize the Web: Constructing Domains Enhances Pre-Training Data Curation☆73Updated 8 months ago
- ☆64Updated last year
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks (EMNLP'24)☆148Updated last year
- ☆17Updated 5 months ago
- ☆107Updated last month
- Astraios: Parameter-Efficient Instruction Tuning Code Language Models☆63Updated last year
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆41Updated 2 weeks ago
- [NeurIPS 2024] Goldfish Loss: Mitigating Memorization in Generative LLMs☆94Updated last year
- Code for paper "Patch-Level Training for Large Language Models"☆96Updated 2 months ago
- General Reasoner: Advancing LLM Reasoning Across All Domains [NeurIPS25]☆210Updated last month
- [ACL 2024] Self-Training with Direct Preference Optimization Improves Chain-of-Thought Reasoning☆52Updated last year
- [ICLR 2025] MiniPLM: Knowledge Distillation for Pre-Training Language Models☆71Updated last year
- Exploration of automated dataset selection approaches at large scales.☆53Updated 10 months ago
- [ICML 2025] Predictive Data Selection: The Data That Predicts Is the Data That Teaches☆59Updated 10 months ago