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:
- Vocabulary Parallelism☆19Updated 3 months ago
- Odysseus: Playground of LLM Sequence Parallelism☆70Updated last year
- NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference☆66Updated 6 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆116Updated 6 months ago
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆42Updated last year
- Best practices for testing advanced Mixtral, DeepSeek, and Qwen series MoE models using Megatron Core MoE.☆21Updated 2 weeks ago
- Summary of system papers/frameworks/codes/tools on training or serving large model☆57Updated last year
- Repository for CPU Kernel Generation for LLM Inference☆26Updated last year
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆40Updated last year
- Transformers components but in Triton☆34Updated last month
- ☆72Updated 3 months ago
- Distributed IO-aware Attention algorithm☆20Updated 10 months ago
- ☆84Updated 3 years ago
- ☆86Updated 3 months ago
- A Suite for Parallel Inference of Diffusion Transformers (DiTs) on multi-GPU Clusters☆47Updated 11 months ago
- Beyond KV Caching: Shared Attention for Efficient LLMs☆19Updated 11 months ago
- Quantized Attention on GPU☆44Updated 7 months ago
- ☆26Updated last year
- (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.☆39Updated 2 years ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆79Updated 9 months ago
- A minimal implementation of vllm.☆43Updated 10 months ago
- ☆114Updated 3 weeks ago
- ☆77Updated 2 months ago
- QUICK: Quantization-aware Interleaving and Conflict-free Kernel for efficient LLM inference☆118Updated last year
- ☆50Updated last year
- ☆49Updated last month
- Accelerate LLM preference tuning via prefix sharing with a single line of code☆41Updated last month
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆88Updated 2 years ago
- DeeperGEMM: crazy optimized version☆69Updated last month
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆210Updated 10 months ago