xuyuzhuang11 / OneBitLinks
The homepage of OneBit model quantization framework.
☆181Updated 4 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☆273Updated last month
- [ICML 2024] BiLLM: Pushing the Limit of Post-Training Quantization for LLMs☆219Updated 5 months ago
- PB-LLM: Partially Binarized Large Language Models☆152Updated last year
- ☆137Updated this week
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆304Updated 5 months ago
- The official implementation of the EMNLP 2023 paper LLM-FP4☆207Updated last year
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆359Updated 10 months ago
- Reorder-based post-training quantization for large language model☆191Updated 2 years ago
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆238Updated last year
- KV cache compression for high-throughput LLM inference☆131Updated 4 months ago
- For releasing code related to compression methods for transformers, accompanying our publications☆431Updated 5 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆163Updated 11 months ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆310Updated 11 months ago
- Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".☆277Updated last year
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆198Updated 11 months ago
- ☆256Updated last year
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆137Updated last month
- scalable and robust tree-based speculative decoding algorithm☆348Updated 5 months ago
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆398Updated 7 months ago
- QuIP quantization☆54Updated last year
- ☆151Updated 2 years ago
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆163Updated last year
- Code repo for the paper "SpinQuant LLM quantization with learned rotations"☆288Updated 4 months ago
- ☆198Updated 6 months ago
- ☆541Updated 7 months ago
- The code of our paper "InfLLM: Unveiling the Intrinsic Capacity of LLMs for Understanding Extremely Long Sequences with Training-Free Mem…☆366Updated last year
- ☆130Updated 4 months ago
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆466Updated 4 months ago
- Unofficial implementations of block/layer-wise pruning methods for LLMs.☆70Updated last year
- ☆223Updated last year