xuyuzhuang11 / OneBitLinks
The homepage of OneBit model quantization framework.
☆196Updated 10 months ago
Alternatives and similar repositories for OneBit
Users that are interested in OneBit are comparing it to the libraries listed below
Sorting:
- [ACL 2025 Main] EfficientQAT: Efficient Quantization-Aware Training for Large Language Models☆317Updated 3 weeks ago
- [ICML 2024] BiLLM: Pushing the Limit of Post-Training Quantization for LLMs☆227Updated 11 months ago
- ☆159Updated 5 months ago
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆395Updated last year
- Reorder-based post-training quantization for large language model☆196Updated 2 years ago
- The official implementation of the EMNLP 2023 paper LLM-FP4☆219Updated 2 years ago
- PB-LLM: Partially Binarized Large Language Models☆157Updated 2 years ago
- Unofficial implementations of block/layer-wise pruning methods for LLMs.☆73Updated last year
- For releasing code related to compression methods for transformers, accompanying our publications☆452Updated 11 months ago
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆343Updated last month
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆176Updated last year
- The code of our paper "InfLLM: Unveiling the Intrinsic Capacity of LLMs for Understanding Extremely Long Sequences with Training-Free Mem…☆397Updated last year
- QuIP quantization☆61Updated last year
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆169Updated 3 weeks ago
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆510Updated 10 months ago
- A general 2-8 bits quantization toolbox with GPTQ/AWQ/HQQ/VPTQ, and export to onnx/onnx-runtime easily.☆184Updated 8 months ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆331Updated last year
- ☆155Updated 10 months ago
- [ACL 2024] A novel QAT with Self-Distillation framework to enhance ultra low-bit LLMs.☆131Updated last year
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆172Updated last year
- A repository dedicated to evaluating the performance of quantizied LLaMA3 using various quantization methods..☆197Updated 11 months ago
- ☆293Updated 5 months ago
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆466Updated last year
- ☆204Updated last year
- ☆157Updated 2 years ago
- scalable and robust tree-based speculative decoding algorithm☆365Updated 10 months ago
- ☆235Updated last year
- Low-bit optimizers for PyTorch☆134Updated 2 years ago
- A family of compressed models obtained via pruning and knowledge distillation☆361Updated last month
- This repository contains the training code of ParetoQ introduced in our work "ParetoQ Scaling Laws in Extremely Low-bit LLM Quantization"☆116Updated 2 months ago