microsoft / rho
Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.
☆387Updated 9 months ago
Alternatives and similar repositories for rho:
Users that are interested in rho are comparing it to the libraries listed below
- ☆250Updated last year
- RewardBench: the first evaluation tool for reward models.☆493Updated this week
- open-source code for paper: Retrieval Head Mechanistically Explains Long-Context Factuality☆172Updated 5 months ago
- ☆214Updated 7 months ago
- OLMoE: Open Mixture-of-Experts Language Models☆536Updated last month
- ☆160Updated 11 months ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆406Updated 3 months ago
- [ACL'24] Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning☆347Updated 4 months ago
- [EMNLP 2023] Adapting Language Models to Compress Long Contexts☆293Updated 4 months ago
- ☆489Updated 2 months ago
- [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"☆380Updated 3 months ago
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆153Updated 9 months ago
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆457Updated last week
- Implementation of paper Data Engineering for Scaling Language Models to 128K Context☆450Updated 10 months ago
- Implementation of DoRA☆288Updated 7 months ago
- Official PyTorch implementation of QA-LoRA☆122Updated 10 months ago
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆581Updated 10 months ago
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆694Updated 4 months ago
- Code accompanying the paper "Massive Activations in Large Language Models"☆138Updated 10 months ago
- Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)☆173Updated 4 months ago
- Benchmarking LLMs with Challenging Tasks from Real Users☆208Updated 2 months ago
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).☆791Updated this week
- Official repository for ORPO☆432Updated 7 months ago
- The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction☆378Updated 6 months ago
- FuseAI Project☆497Updated this week
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆204Updated 8 months ago
- The official evaluation suite and dynamic data release for MixEval.☆233Updated 2 months ago
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆145Updated 7 months ago
- DSIR large-scale data selection framework for language model training☆242Updated 9 months ago
- A Survey on Data Selection for Language Models☆203Updated 3 months ago