google / space
Unified storage framework for the entire machine learning lifecycle
☆149Updated 8 months ago
Related projects ⓘ
Alternatives and complementary repositories for space
- Drift detection module for machine learning pipelines.☆21Updated last year
- Ray-based Apache Beam runner☆42Updated last year
- ☆108Updated this week
- Ray - A curated list of resources: https://github.com/ray-project/ray☆42Updated last year
- cuVS - a library for vector search and clustering on the GPU☆225Updated this week
- experiments with inference on llama☆105Updated 5 months ago
- WIP. Veloce is a low-code Ray-based parallelization library that makes machine learning computation novel, efficient, and heterogeneous.☆18Updated 2 years ago
- Vector Database with support for late interaction and token level embeddings.☆54Updated last month
- Tune efficiently any LLM model from HuggingFace using distributed training (multiple GPU) and DeepSpeed. Uses Ray AIR to orchestrate the …☆53Updated last year
- 🕹️ Performance Comparison of MLOps Engines, Frameworks, and Languages on Mainstream AI Models.☆134Updated 3 months ago
- Tracking Ray Enhancement Proposals☆49Updated 2 weeks ago
- A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…☆146Updated 2 weeks ago
- NLP with Rust for Python 🦀🐍☆59Updated 5 months ago
- Check for data drift between two OpenAI multi-turn chat jsonl files.☆36Updated 7 months ago
- Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and te…☆42Updated 10 months ago
- Framework for building and maintaining self-updating prompts for LLMs☆59Updated 5 months ago
- FIL backend for the Triton Inference Server☆72Updated this week
- Pretrain, finetune and serve LLMs on Intel platforms with Ray☆103Updated last week
- ☆120Updated this week
- End-to-End LLM Guide☆97Updated 4 months ago
- Python API for https://vespa.ai, the open big data serving engine☆105Updated this week
- Multi-threaded matrix multiplication and cosine similarity calculations for dense and sparse matrices. Appropriate for calculating the K …☆75Updated 4 months ago
- Code repository for the paper - "AdANNS: A Framework for Adaptive Semantic Search"☆60Updated last year
- Slides and recordings of talks hosted by our community☆18Updated 5 months ago
- Evaluate and Enhance Your LLM Deployments for Real-World Inference Needs☆165Updated 2 weeks ago
- This is suite of the hands-on training materials that shows how to scale CV, NLP, time-series forecasting workloads with Ray.☆343Updated 9 months ago
- Introduction to Ray Core Design Patterns and APIs.☆61Updated 10 months ago
- UniSim is a package for efficient similarity computation, fuzzy matching, and clustering of data.☆116Updated 3 months ago
- Merlin Systems provides tools for combining recommendation models with other elements of production recommender systems (like feature sto…☆90Updated 5 months ago
- Serverless Python with Ray☆52Updated 2 years ago