LiqunMa / FBI-LLMLinks
FBI-LLM: Scaling Up Fully Binarized LLMs from Scratch via Autoregressive Distillation
☆51Updated last year
Alternatives and similar repositories for FBI-LLM
Users that are interested in FBI-LLM are comparing it to the libraries listed below
Sorting:
- [ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆91Updated 8 months ago
- Work in progress.☆70Updated last month
- PB-LLM: Partially Binarized Large Language Models☆153Updated last year
- Implementation for the paper: CMoE: Fast Carving of Mixture-of-Experts for Efficient LLM Inference☆22Updated 5 months ago
- [ICML 2024] When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models☆33Updated last year
- [ICML 2024 Oral] This project is the official implementation of our Accurate LoRA-Finetuning Quantization of LLMs via Information Retenti…☆67Updated last year
- ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization☆109Updated 9 months ago
- ☆21Updated 4 months ago
- This repository contains code for the MicroAdam paper.☆19Updated 7 months ago
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆74Updated 9 months ago
- ☆42Updated 9 months ago
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆42Updated last year
- ACL 2023☆39Updated 2 years ago
- [ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Mod…☆39Updated last year
- QuIP quantization☆55Updated last year
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆145Updated 2 months ago
- Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks☆38Updated 6 months ago
- Official repository for the paper "NeuZip: Memory-Efficient Training and Inference with Dynamic Compression of Neural Networks". This rep…☆59Updated 9 months ago
- Repo hosting codes and materials related to speeding LLMs' inference using token merging.☆36Updated 2 weeks ago
- [ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Mod…☆29Updated last year
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆40Updated last year
- An unofficial implementation of "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆35Updated last year
- [COLM 2025] Official PyTorch implementation of "Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models"☆43Updated last month
- [CoLM'25] The official implementation of the paper <MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression>☆145Updated 3 weeks ago
- [EMNLP 2024] RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization☆36Updated 10 months ago
- Repository for CPU Kernel Generation for LLM Inference☆26Updated 2 years ago
- Code for "RSQ: Learning from Important Tokens Leads to Better Quantized LLMs"☆18Updated last month
- Flexible simulator for mixed precision and format simulation of LLMs and vision transformers.☆51Updated 2 years ago
- Official repository for the paper "SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention"☆98Updated 10 months ago
- ☆154Updated 2 years ago