[ICLR 2025] MiniPLM: Knowledge Distillation for Pre-Training Language Models
☆75Nov 23, 2024Updated last year
Alternatives and similar repositories for MiniPLM
Users that are interested in MiniPLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆20Aug 14, 2025Updated 7 months ago
- This repository provides the code for applying Contrastive Learning Penalty Loss (CLPL) and Mixture of Experts (MoE) to the BGE-M3 text e…☆11Dec 27, 2024Updated last year
- [COLM 2024] Early Weight Averaging meets High Learning Rates for LLM Pre-training☆20Oct 12, 2024Updated last year
- Code for the paper "Getting the most out of your tokenizer for pre-training and domain adaptation"☆22Feb 14, 2024Updated 2 years ago
- Provides a minimal implementation to extract FLAN datasets for further processing☆11Feb 1, 2023Updated 3 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Repository for Skill Set Optimization☆14Jul 26, 2024Updated last year
- ☆16May 6, 2021Updated 4 years ago
- [NeurIPS 2023] Code release for "Going Beyond Linear Mode Connectivity: The Layerwise Linear Feature Connectivity"☆19Oct 19, 2023Updated 2 years ago
- [NeurIPS 2022] "A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models", Yuanxin Liu, Fandong Meng, Zheng Lin, Jiangnan Li…☆21Jan 9, 2024Updated 2 years ago
- mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models☆11Jan 19, 2024Updated 2 years ago
- ☆29Apr 6, 2026Updated last week
- Quartet II Official Code☆68Mar 23, 2026Updated 2 weeks ago
- Repo for the EMNLP'24 Paper "Dual-Space Knowledge Distillation for Large Language Models". A general white-box KD framework for both same…☆62Mar 21, 2026Updated 3 weeks ago
- An Open Source Toolkit For LLM Distillation☆912Mar 14, 2026Updated 3 weeks ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Official implementation of Our NeurIPS 2024 Paper "Boundary Matters: A Bi-Level Active Finetuning Method"☆14Feb 11, 2025Updated last year
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆116Sep 26, 2024Updated last year
- Official Code Repository for [AutoScale📈: Scale-Aware Data Mixing for Pre-Training LLMs] Published as a conference paper at **COLM 2025*…☆13Aug 8, 2025Updated 8 months ago
- ☆57Aug 16, 2025Updated 7 months ago
- [ICLR 2025] Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better☆16Feb 15, 2025Updated last year
- Run ONNX RWKV-v4 models with GPU acceleration using DirectML [Windows], or just on CPU [Windows AND Linux]; Limited to 430M model at this…☆21Mar 16, 2023Updated 3 years ago
- This project is to test the adversarial training method with TextCNN text classification model.☆12Jul 8, 2021Updated 4 years ago
- Official PyTorch implementation of DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs (ICML 2025 Oral)☆61Jun 27, 2025Updated 9 months ago
- Exploiting Inter-sample and Inter-feature Relations in Dataset Distillation (CVPR24)☆11Jun 16, 2024Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)☆256Mar 13, 2025Updated last year
- ☆13Feb 25, 2025Updated last year
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆110Oct 11, 2025Updated 6 months ago
- PLM: Efficient Peripheral Language Models Hardware-Co-Designed for Ubiquitous Computing☆21Mar 18, 2025Updated last year
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆124Sep 9, 2024Updated last year
- This repository is the official implementation of our EMNLP 2022 paper ELMER: A Non-Autoregressive Pre-trained Language Model for Efficie…☆26Oct 27, 2022Updated 3 years ago
- [ACL 2025] We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLM…☆68Oct 27, 2024Updated last year
- Aioli: A unified optimization framework for language model data mixing☆32Jan 17, 2025Updated last year
- ☆20Oct 11, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- [CVPR 2025] Official PyTorch implementation of MaskSub "Masking meets Supervision: A Strong Learning Alliance"☆45Mar 25, 2025Updated last year
- [NeurIPS 2025 Spotlight] A Token is Worth over 1,000 Tokens: Efficient Knowledge Distillation through Low-Rank Clone.☆45Oct 29, 2025Updated 5 months ago
- [ICLR 2025] 🧬 RegMix: Data Mixture as Regression for Language Model Pre-training (Spotlight)☆189Feb 17, 2025Updated last year
- ☆18May 15, 2021Updated 4 years ago
- Code for Adam-mini: Use Fewer Learning Rates To Gain More https://arxiv.org/abs/2406.16793☆455May 13, 2025Updated 11 months ago
- Code for "Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate" [COLM 2025]☆182Jul 8, 2025Updated 9 months ago
- Large Language Models Can Self-Improve in Long-context Reasoning☆73Nov 24, 2024Updated last year