xuyuzhuang11 / OneBitLinks
The homepage of OneBit model quantization framework.
☆184Updated 5 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☆277Updated last month
- [ICML 2024] BiLLM: Pushing the Limit of Post-Training Quantization for LLMs☆222Updated 6 months ago
- ☆140Updated 3 weeks ago
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆360Updated 11 months ago
- PB-LLM: Partially Binarized Large Language Models☆152Updated last year
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆311Updated 6 months ago
- Reorder-based post-training quantization for large language model☆192Updated 2 years ago
- KV cache compression for high-throughput LLM inference☆132Updated 5 months ago
- ☆223Updated last year
- The official implementation of the EMNLP 2023 paper LLM-FP4☆210Updated last year
- ☆199Updated 7 months ago
- The code of our paper "InfLLM: Unveiling the Intrinsic Capacity of LLMs for Understanding Extremely Long Sequences with Training-Free Mem…☆373Updated last year
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆142Updated last month
- For releasing code related to compression methods for transformers, accompanying our publications☆435Updated 6 months ago
- A family of compressed models obtained via pruning and knowledge distillation☆344Updated 8 months ago
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆475Updated 5 months ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆314Updated last year
- Low-bit optimizers for PyTorch☆130Updated last year
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆165Updated last year
- Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".☆277Updated last year
- scalable and robust tree-based speculative decoding algorithm☆349Updated 5 months ago
- A general 2-8 bits quantization toolbox with GPTQ/AWQ/HQQ/VPTQ, and export to onnx/onnx-runtime easily.☆174Updated 3 months ago
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆167Updated last year
- ☆263Updated last week
- A repository dedicated to evaluating the performance of quantizied LLaMA3 using various quantization methods..☆191Updated 6 months ago
- Unofficial implementations of block/layer-wise pruning methods for LLMs.☆72Updated last year
- An efficent implementation of the method proposed in "The Era of 1-bit LLMs"☆153Updated 9 months ago
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆405Updated 7 months ago
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆240Updated last year
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆198Updated last year