hpcaitech / Elixir
Elixir: Train a Large Language Model on a Small GPU Cluster
☆13Updated last year
Related projects ⓘ
Alternatives and complementary repositories for Elixir
- Odysseus: Playground of LLM Sequence Parallelism☆57Updated 5 months ago
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆34Updated 8 months ago
- NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference☆61Updated last month
- ☆55Updated 5 months ago
- GPTQ inference TVM kernel☆36Updated 6 months ago
- Quantized Attention on GPU☆30Updated 2 weeks ago
- Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆79Updated this week
- Repository for CPU Kernel Generation for LLM Inference☆25Updated last year
- Transformers components but in Triton☆27Updated this week
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆38Updated 10 months ago
- A Suite for Parallel Inference of Diffusion Transformers (DiTs) on multi-GPU Clusters☆32Updated 3 months ago
- An auxiliary project analysis of the characteristics of KV in DiT Attention.☆15Updated this week
- ☆19Updated last year
- A minimal implementation of vllm.☆30Updated 3 months ago
- Triton implementation of Flash Attention2.0☆22Updated last year
- Summary of system papers/frameworks/codes/tools on training or serving large model☆56Updated 11 months ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆51Updated 2 months ago
- Code for Palu: Compressing KV-Cache with Low-Rank Projection☆57Updated this week
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆147Updated 4 months ago
- ☆88Updated 2 months ago
- ☆44Updated 11 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆53Updated 3 weeks ago
- TensorRT LLM Benchmark Configuration☆11Updated 3 months ago
- Manages vllm-nccl dependency☆17Updated 5 months ago
- Inference framework for MoE layers based on TensorRT with Python binding☆41Updated 3 years ago
- Efficient, Flexible and Portable Structured Generation☆53Updated this week
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆76Updated last month
- Sequence-level 1F1B schedule for LLMs.☆17Updated 5 months ago
- A Python library transfers PyTorch tensors between CPU and NVMe☆98Updated last week
- ☆22Updated 11 months ago