hpcaitech / Elixir
Elixir: Train a Large Language Model on a Small GPU Cluster
☆13Updated last year
Alternatives and similar repositories for Elixir:
Users that are interested in Elixir are comparing it to the libraries listed below
- Odysseus: Playground of LLM Sequence Parallelism☆64Updated 8 months ago
- NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference☆64Updated 2 months ago
- ☆59Updated 2 weeks ago
- Transformers components but in Triton☆31Updated 3 months ago
- Vocabulary Parallelism☆17Updated 3 months ago
- Summary of system papers/frameworks/codes/tools on training or serving large model☆56Updated last year
- Inference framework for MoE layers based on TensorRT with Python binding☆41Updated 3 years ago
- A Suite for Parallel Inference of Diffusion Transformers (DiTs) on multi-GPU Clusters☆39Updated 6 months ago
- A minimal implementation of vllm.☆33Updated 6 months ago
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆40Updated last year
- Boosting 4-bit inference kernels with 2:4 Sparsity☆64Updated 5 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆107Updated 2 months ago
- GPTQ inference TVM kernel☆38Updated 9 months ago
- Repository for CPU Kernel Generation for LLM Inference☆25Updated last year
- Quantized Attention on GPU☆34Updated 3 months ago
- Manages vllm-nccl dependency☆17Updated 8 months ago
- ☆20Updated last year
- PyTorch bindings for CUTLASS grouped GEMM.☆64Updated 3 months ago
- Tritonbench is a collection of PyTorch custom operators with example inputs to measure their performance.☆89Updated this week
- Framework to reduce autotune overhead to zero for well known deployments.☆61Updated 3 weeks ago
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models"☆59Updated 4 months ago
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆38Updated 11 months ago
- An auxiliary project analysis of the characteristics of KV in DiT Attention.☆25Updated 2 months ago
- JORA: JAX Tensor-Parallel LoRA Library (ACL 2024)☆32Updated 9 months ago
- Cascade Speculative Drafting☆28Updated 10 months ago
- ☆27Updated 10 months ago
- ☆36Updated 5 months ago
- vLLM performance dashboard☆20Updated 9 months ago
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆84Updated 4 months ago