Cornell-RelaxML / qtipLinks
☆159Updated 6 months ago
Alternatives and similar repositories for qtip
Users that are interested in qtip are comparing it to the libraries listed below
Sorting:
- ☆113Updated last month
- QuIP quantization☆61Updated last year
- ☆66Updated 6 months ago
- Work in progress.☆75Updated last month
- ☆156Updated 10 months ago
- Code for data-aware compression of DeepSeek models☆66Updated 2 weeks ago
- KV cache compression for high-throughput LLM inference☆148Updated 10 months ago
- [ACL 2025 Main] EfficientQAT: Efficient Quantization-Aware Training for Large Language Models☆319Updated last month
- Boosting 4-bit inference kernels with 2:4 Sparsity☆89Updated last year
- Official implementation for Training LLMs with MXFP4☆116Updated 8 months ago
- [ICML 2024] BiLLM: Pushing the Limit of Post-Training Quantization for LLMs☆227Updated 11 months ago
- A safetensors extension to efficiently store sparse quantized tensors on disk☆225Updated this week
- ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization☆111Updated last year
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆345Updated last month
- PB-LLM: Partially Binarized Large Language Models☆157Updated 2 years ago
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆169Updated last month
- [ICLR'25] Fast Inference of MoE Models with CPU-GPU Orchestration☆253Updated last year
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆175Updated last year
- Official PyTorch implementation of "GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance" (ICML 2025)☆48Updated 5 months ago
- This repository contains the training code of ParetoQ introduced in our work "ParetoQ Scaling Laws in Extremely Low-bit LLM Quantization"☆117Updated 2 months ago
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆469Updated last year
- Fast Hadamard transform in CUDA, with a PyTorch interface☆267Updated 2 months ago
- The homepage of OneBit model quantization framework.☆197Updated 10 months ago
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆395Updated last year
- ☆42Updated 7 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆135Updated last year
- Repo for "LoLCATs: On Low-Rank Linearizing of Large Language Models"☆249Updated 10 months ago
- [CoLM'25] The official implementation of the paper <MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression>☆153Updated last month
- ☆133Updated 6 months ago
- QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.☆151Updated 4 months ago