hpcaitech / ElixirLinks
Elixir: Train a Large Language Model on a Small GPU Cluster
☆15Updated 2 years ago
Alternatives and similar repositories for Elixir
Users that are interested in Elixir are comparing it to the libraries listed below
Sorting:
- ☆71Updated 7 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆130Updated 10 months ago
- ☆87Updated 3 years ago
- ☆121Updated last year
- A Python library transfers PyTorch tensors between CPU and NVMe☆120Updated 11 months ago
- ☆112Updated last year
- Boosting 4-bit inference kernels with 2:4 Sparsity☆84Updated last year
- Odysseus: Playground of LLM Sequence Parallelism☆78Updated last year
- Summary of system papers/frameworks/codes/tools on training or serving large model☆57Updated last year
- Framework to reduce autotune overhead to zero for well known deployments.☆84Updated last month
- A Suite for Parallel Inference of Diffusion Transformers (DiTs) on multi-GPU Clusters☆52Updated last year
- Transformers components but in Triton☆34Updated 5 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆125Updated 5 months ago
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆40Updated last year
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆111Updated 7 months ago
- GPTQ inference TVM kernel☆39Updated last year
- 方便扩展的Cuda算子理解和优化框架,仅用在学习使用☆18Updated last year
- Vocabulary Parallelism☆23Updated 7 months ago
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆216Updated last year
- NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference☆68Updated 10 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆169Updated last year
- A simple calculation for LLM MFU.☆48Updated last month
- ☆78Updated 6 months ago
- QUICK: Quantization-aware Interleaving and Conflict-free Kernel for efficient LLM inference☆118Updated last year
- Quantized Attention on GPU☆44Updated 11 months ago
- ATC23 AE☆47Updated 2 years ago
- Accelerate LLM preference tuning via prefix sharing with a single line of code☆52Updated 3 months ago
- DeeperGEMM: crazy optimized version☆72Updated 5 months ago
- ☆41Updated last year
- ☆57Updated last year