Cornell-RelaxML / qtipLinks
☆153Updated 4 months ago
Alternatives and similar repositories for qtip
Users that are interested in qtip are comparing it to the libraries listed below
Sorting:
- ☆106Updated 2 weeks ago
- [ICML 2024] BiLLM: Pushing the Limit of Post-Training Quantization for LLMs☆227Updated 10 months ago
- ☆147Updated 9 months ago
- Work in progress.☆75Updated 4 months ago
- QuIP quantization☆60Updated last year
- [ACL 2025 Main] EfficientQAT: Efficient Quantization-Aware Training for Large Language Models☆310Updated 5 months ago
- Code for data-aware compression of DeepSeek models☆63Updated last week
- ☆62Updated 4 months ago
- ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization☆110Updated last year
- KV cache compression for high-throughput LLM inference☆143Updated 9 months ago
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆164Updated 2 weeks ago
- PB-LLM: Partially Binarized Large Language Models☆156Updated last year
- A safetensors extension to efficiently store sparse quantized tensors on disk☆204Updated this week
- Official PyTorch implementation of "GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance" (ICML 2025)☆47Updated 4 months ago
- ☆37Updated 5 months ago
- This repository contains the training code of ParetoQ introduced in our work "ParetoQ Scaling Laws in Extremely Low-bit LLM Quantization"☆110Updated last month
- Official implementation for Training LLMs with MXFP4☆102Updated 6 months ago
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆449Updated 11 months ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆85Updated last year
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆332Updated last month
- QuTLASS: CUTLASS-Powered Quantized BLAS for Deep Learning☆128Updated last week
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆169Updated last year
- The homepage of OneBit model quantization framework.☆194Updated 9 months ago
- [CoLM'25] The official implementation of the paper <MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression>☆150Updated 4 months ago
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆390Updated last year
- [ICLR'25] Fast Inference of MoE Models with CPU-GPU Orchestration☆240Updated 11 months ago
- ☆202Updated 11 months ago
- Fast Hadamard transform in CUDA, with a PyTorch interface☆257Updated 3 weeks ago
- Repo for "LoLCATs: On Low-Rank Linearizing of Large Language Models"☆249Updated 9 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆131Updated 11 months ago