princeton-nlp / LLM-ShearingLinks
[ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
☆630Updated last year
Alternatives and similar repositories for LLM-Shearing
Users that are interested in LLM-Shearing are comparing it to the libraries listed below
Sorting:
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆745Updated 11 months ago
- [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"☆435Updated 10 months ago
- Official PyTorch implementation of QA-LoRA☆140Updated last year
- ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)☆986Updated 9 months ago
- A simple and effective LLM pruning approach.☆799Updated last year
- Implementation of paper Data Engineering for Scaling Language Models to 128K Context☆473Updated last year
- Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning☆399Updated last year
- distributed trainer for LLMs☆580Updated last year
- [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baich…☆1,058Updated 11 months ago
- The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction☆388Updated last year
- For releasing code related to compression methods for transformers, accompanying our publications☆443Updated 7 months ago
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,276Updated 6 months ago
- This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.☆547Updated last year
- Codes for the paper "∞Bench: Extending Long Context Evaluation Beyond 100K Tokens": https://arxiv.org/abs/2402.13718☆345Updated 11 months ago
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆652Updated last year
- [ACL 2024] Progressive LLaMA with Block Expansion.☆509Updated last year
- Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasets☆341Updated last year
- Scalable toolkit for efficient model alignment☆838Updated last month
- A repository sharing the literatures about long-context large language models, including the methodologies and the evaluation benchmarks☆265Updated last year
- LongBench v2 and LongBench (ACL 25'&24')☆963Updated 8 months ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆566Updated 9 months ago
- [ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning☆661Updated last year
- Official repository for LongChat and LongEval☆532Updated last year
- [ACL'24 Outstanding] Data and code for L-Eval, a comprehensive long context language models evaluation benchmark☆389Updated last year
- Rectified Rotary Position Embeddings☆381Updated last year
- FuseAI Project☆581Updated 7 months ago
- A family of compressed models obtained via pruning and knowledge distillation☆350Updated 10 months ago
- Codebase for Merging Language Models (ICML 2024)☆849Updated last year
- ☆557Updated 2 years ago
- Official repository for ORPO☆465Updated last year