facebookresearch / any4Links
Quantize transformers to any learned arbitrary 4-bit numeric format
☆39Updated 3 weeks ago
Alternatives and similar repositories for any4
Users that are interested in any4 are comparing it to the libraries listed below
Sorting:
- A block oriented training approach for inference time optimization.☆33Updated 11 months ago
- FlexAttention w/ FlashAttention3 Support☆27Updated 10 months ago
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆42Updated last year
- ☆75Updated 2 months ago
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆40Updated last year
- Accelerate LLM preference tuning via prefix sharing with a single line of code☆42Updated last month
- Implementation of IceFormer: Accelerated Inference with Long-Sequence Transformers on CPUs (ICLR 2024).☆25Updated 3 weeks ago
- Make triton easier☆47Updated last year
- Flash-Muon: An Efficient Implementation of Muon Optimizer☆149Updated last month
- DPO, but faster 🚀☆44Updated 8 months ago
- This repository contains code for the MicroAdam paper.☆19Updated 7 months ago
- Framework to reduce autotune overhead to zero for well known deployments.☆79Updated last week
- ☆32Updated last year
- Odysseus: Playground of LLM Sequence Parallelism☆72Updated last year
- The evaluation framework for training-free sparse attention in LLMs☆86Updated last month
- Work in progress.☆70Updated last month
- ☆74Updated 4 months ago
- ☆52Updated last year
- Repository for CPU Kernel Generation for LLM Inference☆26Updated 2 years ago
- Benchmark tests supporting the TiledCUDA library.☆16Updated 8 months ago
- ☆123Updated 2 months ago
- ☆21Updated 4 months ago
- Using FlexAttention to compute attention with different masking patterns☆44Updated 10 months ago
- A Suite for Parallel Inference of Diffusion Transformers (DiTs) on multi-GPU Clusters☆46Updated last year
- Open deep learning compiler stack for cpu, gpu and specialized accelerators☆19Updated this week
- QuIP quantization☆54Updated last year
- Transformers components but in Triton☆34Updated 2 months ago
- Quantized Attention on GPU☆44Updated 8 months ago
- ☆21Updated this week
- An efficient implementation of the NSA (Native Sparse Attention) kernel☆108Updated last month