hpcaitech / CachedEmbeddingLinks
A memory efficient DLRM training solution using ColossalAI
☆105Updated 3 years ago
Alternatives and similar repositories for CachedEmbedding
Users that are interested in CachedEmbedding are comparing it to the libraries listed below
Sorting:
- Inference framework for MoE layers based on TensorRT with Python binding☆41Updated 4 years ago
- ☆125Updated last year
- A Python library transfers PyTorch tensors between CPU and NVMe☆125Updated last year
- ☆79Updated 2 years ago
- ☆71Updated 10 months ago
- Elixir: Train a Large Language Model on a Small GPU Cluster☆15Updated 2 years ago
- Sky Computing: Accelerating Geo-distributed Computing in Federated Learning☆90Updated 3 years ago
- Pretrain, finetune and serve LLMs on Intel platforms with Ray☆131Updated 4 months ago
- Manages vllm-nccl dependency☆17Updated last year
- Summary of system papers/frameworks/codes/tools on training or serving large model☆57Updated 2 years ago
- Benchmark for machine learning model online serving (LLM, embedding, Stable-Diffusion, Whisper)☆28Updated 2 years ago
- ☆120Updated last year
- ☆115Updated last year
- A collection of reproducible inference engine benchmarks☆38Updated 9 months ago
- ☆219Updated 2 years ago
- ☆96Updated 10 months ago
- ☆25Updated 2 years ago
- Simple Distributed Deep Learning on TensorFlow☆134Updated 7 months ago
- 📑 Dive into Big Model Training☆116Updated 3 years ago
- A MoE impl for PyTorch, [ATC'23] SmartMoE☆71Updated 2 years ago
- GPTQ inference Triton kernel☆321Updated 2 years ago
- Modular and structured prompt caching for low-latency LLM inference☆110Updated last year
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆40Updated last year
- ☆61Updated 2 years ago
- Distributed IO-aware Attention algorithm☆23Updated 4 months ago
- ☆130Updated last year
- A high-performance distributed deep learning system targeting large-scale and automated distributed training. If you have any interests, …☆124Updated 2 years ago
- Odysseus: Playground of LLM Sequence Parallelism☆79Updated last year
- A Suite for Parallel Inference of Diffusion Transformers (DiTs) on multi-GPU Clusters☆55Updated last year
- The Triton backend for the PyTorch TorchScript models.☆172Updated 3 weeks ago