thu-coai / MiniPLMLinks
[ICLR 2025] MiniPLM: Knowledge Distillation for Pre-Training Language Models
☆64Updated 11 months ago
Alternatives and similar repositories for MiniPLM
Users that are interested in MiniPLM are comparing it to the libraries listed below
Sorting:
- [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswal…☆55Updated 2 years ago
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models☆78Updated 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…☆61Updated 2 months ago
- Long Context Extension and Generalization in LLMs☆62Updated last year
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆89Updated last year
- Code for paper "Patch-Level Training for Large Language Models"☆89Updated 11 months ago
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆38Updated last year
- ☆85Updated 9 months ago
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆103Updated 3 weeks ago
- [ICML'24] The official implementation of “Rethinking Optimization and Architecture for Tiny Language Models”☆124Updated 9 months ago
- [ICLR 2025] 🧬 RegMix: Data Mixture as Regression for Language Model Pre-training (Spotlight)☆174Updated 8 months ago
- [ICLR 2025] LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization☆42Updated 8 months ago
- [NAACL 2025] A Closer Look into Mixture-of-Experts in Large Language Models☆55Updated 8 months ago
- LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models☆76Updated last year
- ☆65Updated last year
- [ACL 2025] We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLM…☆68Updated last year
- ☆53Updated 8 months ago
- Pytorch implementation for "Compressed Context Memory For Online Language Model Interaction" (ICLR'24)☆61Updated last year
- ☆106Updated 3 months ago
- Implementation of NAACL 2024 Outstanding Paper "LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models"☆149Updated 7 months ago
- [ACL 2024] Long-Context Language Modeling with Parallel Encodings☆165Updated last year
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆192Updated last year
- [ICML 2025] Predictive Data Selection: The Data That Predicts Is the Data That Teaches☆56Updated 7 months ago
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆124Updated last year
- Code and Data for "Long-context LLMs Struggle with Long In-context Learning" [TMLR2025]☆109Updated 8 months ago
- The code and data for the paper JiuZhang3.0☆49Updated last year
- Code for paper "Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning"☆83Updated last year
- ☆133Updated last month
- "Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding" Zhenyu Zhang, Runjin Chen, Shiw…☆30Updated last year
- [ICLR‘24 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆97Updated 4 months ago