facebookresearch / any4Links
Quantize transformers to any learned arbitrary 4-bit numeric format
☆48Updated 3 months ago
Alternatives and similar repositories for any4
Users that are interested in any4 are comparing it to the libraries listed below
Sorting:
- ☆102Updated 5 months ago
- Framework to reduce autotune overhead to zero for well known deployments.☆84Updated last month
- ☆71Updated 7 months ago
- Implementation of IceFormer: Accelerated Inference with Long-Sequence Transformers on CPUs (ICLR 2024).☆25Updated 3 months ago
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆42Updated last year
- ☆82Updated 9 months ago
- ☆58Updated this week
- ☆36Updated last year
- ☆158Updated 2 years ago
- ☆25Updated 7 months ago
- Odysseus: Playground of LLM Sequence Parallelism☆78Updated last year
- This repository contains code for the MicroAdam paper.☆20Updated 10 months ago
- Accelerate LLM preference tuning via prefix sharing with a single line of code☆52Updated 3 months ago
- ☆28Updated 11 months ago
- ☆112Updated last year
- Boosting 4-bit inference kernels with 2:4 Sparsity☆84Updated last year
- QuTLASS: CUTLASS-Powered Quantized BLAS for Deep Learning☆120Updated last week
- ☆103Updated this week
- Quantized Attention on GPU☆44Updated 11 months ago
- ☆27Updated last year
- ☆57Updated last year
- ☆46Updated 11 months ago
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆40Updated last year
- Open deep learning compiler stack for cpu, gpu and specialized accelerators☆19Updated this week
- ☆145Updated 8 months ago
- Transformers components but in Triton☆34Updated 5 months ago
- Triton-based Symmetric Memory operators and examples☆48Updated 2 weeks ago
- QUICK: Quantization-aware Interleaving and Conflict-free Kernel for efficient LLM inference☆118Updated last year
- A safetensors extension to efficiently store sparse quantized tensors on disk☆183Updated this week
- FlexAttention w/ FlashAttention3 Support☆27Updated last year