Cornell-RelaxML / qtipLinks
☆150Updated 2 months ago
Alternatives and similar repositories for qtip
Users that are interested in qtip are comparing it to the libraries listed below
Sorting:
- ☆92Updated 3 weeks ago
- QuIP quantization☆59Updated last year
- [ACL 2025 Main] EfficientQAT: Efficient Quantization-Aware Training for Large Language Models☆302Updated 3 months ago
- [ICML 2024] BiLLM: Pushing the Limit of Post-Training Quantization for LLMs☆224Updated 8 months ago
- ☆141Updated 7 months ago
- ☆56Updated 2 months ago
- KV cache compression for high-throughput LLM inference☆136Updated 7 months ago
- Work in progress.☆72Updated 2 months ago
- ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization☆111Updated 11 months ago
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆148Updated 3 months ago
- Official implementation for Training LLMs with MXFP4☆89Updated 4 months ago
- A safetensors extension to efficiently store sparse quantized tensors on disk☆157Updated this week
- Official PyTorch implementation of "GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance" (ICML 2025)☆43Updated 2 months ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆82Updated last year
- PB-LLM: Partially Binarized Large Language Models☆153Updated last year
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆422Updated 9 months ago
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆323Updated 7 months ago
- This repository contains the training code of ParetoQ introduced in our work "ParetoQ Scaling Laws in Extremely Low-bit LLM Quantization"☆99Updated 3 months ago
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆381Updated last year
- Code for data-aware compression of DeepSeek models☆50Updated 3 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆165Updated last year
- Fast Hadamard transform in CUDA, with a PyTorch interface☆233Updated last week
- [ICLR'25] Fast Inference of MoE Models with CPU-GPU Orchestration☆232Updated 9 months ago
- The homepage of OneBit model quantization framework.☆192Updated 7 months ago
- Fast Matrix Multiplications for Lookup Table-Quantized LLMs☆375Updated 5 months ago
- ☆202Updated 9 months ago
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆200Updated last year
- ☆126Updated 3 months ago
- Fast low-bit matmul kernels in Triton☆365Updated this week
- [CoLM'25] The official implementation of the paper <MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression>☆146Updated 2 months ago