HanGuo97 / fluteLinks
Fast Matrix Multiplications for Lookup Table-Quantized LLMs
☆373Updated 3 months ago
Alternatives and similar repositories for flute
Users that are interested in flute are comparing it to the libraries listed below
Sorting:
- Fast low-bit matmul kernels in Triton☆330Updated last week
- ☆140Updated 3 weeks ago
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆360Updated 11 months ago
- ☆57Updated 8 months ago
- A safetensors extension to efficiently store sparse quantized tensors on disk☆137Updated this week
- [ICLR'25] Fast Inference of MoE Models with CPU-GPU Orchestration☆218Updated 8 months ago
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆405Updated 7 months ago
- kernels, of the mega variety☆451Updated last month
- VPTQ, A Flexible and Extreme low-bit quantization algorithm☆647Updated 2 months ago
- Fast Hadamard transform in CUDA, with a PyTorch interface☆206Updated last year
- Boosting 4-bit inference kernels with 2:4 Sparsity☆80Updated 10 months ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆314Updated last year
- Applied AI experiments and examples for PyTorch☆286Updated last month
- Efficient LLM Inference over Long Sequences☆383Updated 3 weeks ago
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆311Updated 6 months ago
- LLM KV cache compression made easy☆538Updated this week
- An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).☆255Updated 8 months ago
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆717Updated 4 months ago
- A high-throughput and memory-efficient inference and serving engine for LLMs☆265Updated 9 months ago
- Code repo for the paper "SpinQuant LLM quantization with learned rotations"☆302Updated 5 months ago
- ☆74Updated 3 weeks ago
- BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.☆651Updated last week
- [ICML 2024] BiLLM: Pushing the Limit of Post-Training Quantization for LLMs☆222Updated 6 months ago
- A Quirky Assortment of CuTe Kernels☆346Updated this week
- Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees"☆373Updated last year
- KV cache compression for high-throughput LLM inference☆132Updated 5 months ago
- ☆547Updated 8 months ago
- scalable and robust tree-based speculative decoding algorithm☆349Updated 5 months ago
- Cataloging released Triton kernels.☆245Updated 6 months ago
- Collection of kernels written in Triton language☆136Updated 3 months ago