LiqunMa / FBI-LLM
FBI-LLM: Scaling Up Fully Binarized LLMs from Scratch via Autoregressive Distillation
☆48Updated 10 months ago
Alternatives and similar repositories for FBI-LLM
Users that are interested in FBI-LLM are comparing it to the libraries listed below
Sorting:
- Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆81Updated 5 months ago
- Work in progress.☆61Updated last month
- PB-LLM: Partially Binarized Large Language Models☆152Updated last year
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆66Updated 6 months ago
- [ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Mod…☆27Updated last year
- [EMNLP 2024] RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization☆36Updated 7 months ago
- Implementation for the paper: CMoE: Fast Carving of Mixture-of-Experts for Efficient LLM Inference☆19Updated 2 months ago
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆133Updated 3 months ago
- Official PyTorch implementation of "Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models"☆32Updated 3 weeks ago
- ACL 2023☆39Updated last year
- ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization☆106Updated 7 months ago
- [ICML 2024] When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models☆30Updated 11 months ago
- Code implementation of GPTQv2 (https://arxiv.org/abs/2504.02692)☆36Updated 3 weeks ago
- AFPQ code implementation☆21Updated last year
- Repository for CPU Kernel Generation for LLM Inference☆26Updated last year
- [ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Mod…☆36Updated last year
- QuIP quantization☆52Updated last year
- ☆52Updated 2 weeks ago
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆41Updated last year
- ☆46Updated 9 months ago
- Code for "RSQ: Learning from Important Tokens Leads to Better Quantized LLMs"☆15Updated 2 months ago
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆39Updated last year
- Official repository for the paper "SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention"☆97Updated 7 months ago
- Official Code For Dual Grained Quantization: Efficient Fine-Grained Quantization for LLM☆14Updated last year
- LLM Inference with Microscaling Format☆22Updated 6 months ago
- [ICML 2024 Oral] This project is the official implementation of our Accurate LoRA-Finetuning Quantization of LLMs via Information Retenti…☆65Updated last year
- ☆36Updated 6 months ago
- A repository for research on medium sized language models.☆76Updated 11 months ago
- Low-Rank Llama Custom Training☆22Updated last year
- An unofficial implementation of "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆35Updated 11 months ago