HanGuo97 / fluteLinks
Fast Matrix Multiplications for Lookup Table-Quantized LLMs
☆376Updated 7 months ago
Alternatives and similar repositories for flute
Users that are interested in flute are comparing it to the libraries listed below
Sorting:
- A safetensors extension to efficiently store sparse quantized tensors on disk☆204Updated this week
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆390Updated last year
- Fast low-bit matmul kernels in Triton☆392Updated 2 weeks ago
- ☆153Updated 4 months ago
- [ICLR'25] Fast Inference of MoE Models with CPU-GPU Orchestration☆240Updated 11 months ago
- ☆64Updated last year
- [ICML 2024] BiLLM: Pushing the Limit of Post-Training Quantization for LLMs☆227Updated 10 months ago
- A high-throughput and memory-efficient inference and serving engine for LLMs☆266Updated last year
- VPTQ, A Flexible and Extreme low-bit quantization algorithm☆663Updated 6 months ago
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆449Updated 11 months ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆327Updated last year
- kernels, of the mega variety☆599Updated last month
- Fast Hadamard transform in CUDA, with a PyTorch interface☆255Updated 3 weeks ago
- An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).☆271Updated 3 months ago
- ☆106Updated last week
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆331Updated last month
- Applied AI experiments and examples for PyTorch☆303Updated 2 months ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆85Updated last year
- QuTLASS: CUTLASS-Powered Quantized BLAS for Deep Learning☆128Updated last week
- Code for data-aware compression of DeepSeek models☆63Updated this week
- Efficient LLM Inference over Long Sequences☆390Updated 4 months ago
- LLM KV cache compression made easy☆680Updated this week
- Triton-based implementation of Sparse Mixture of Experts.☆248Updated last month
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆775Updated 8 months ago
- ☆205Updated 6 months ago
- Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees"☆385Updated last year
- ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization☆110Updated last year
- A Quirky Assortment of CuTe Kernels☆651Updated 2 weeks ago
- Collection of kernels written in Triton language☆164Updated 7 months ago
- KV cache compression for high-throughput LLM inference☆143Updated 9 months ago