ray-project / ray-educational-materialsLinks
This is suite of the hands-on training materials that shows how to scale CV, NLP, time-series forecasting workloads with Ray.
☆422Updated last year
Alternatives and similar repositories for ray-educational-materials
Users that are interested in ray-educational-materials are comparing it to the libraries listed below
Sorting:
- Notebooks for the O'Reilly book "Learning Ray"☆313Updated last year
- Ray - A curated list of resources: https://github.com/ray-project/ray☆66Updated last month
- Distributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zo☆451Updated 3 weeks ago
- Tune efficiently any LLM model from HuggingFace using distributed training (multiple GPU) and DeepSpeed. Uses Ray AIR to orchestrate the …☆59Updated 2 years ago
- Pretrain, finetune and serve LLMs on Intel platforms with Ray☆128Updated 3 weeks ago
- Examples on how to use LangChain and Ray☆229Updated 2 years ago
- Fine-tune an LLM to perform batch inference and online serving.☆112Updated 2 months ago
- ☆87Updated last year
- Slides, notes, and materials for the workshop☆328Updated last year
- RayLLM - LLMs on Ray (Archived). Read README for more info.☆1,260Updated 4 months ago
- Introduction to Ray Core Design Patterns and APIs.☆71Updated last year
- 🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…☆307Updated 2 months ago
- Tracking Ray Enhancement Proposals☆53Updated 4 months ago
- Class notes for the course "Long Term Memory in AI - Vector Search and Databases" COS 597A @ Princeton Fall 2023☆320Updated 6 months ago
- ☆27Updated 2 years ago
- LLMPerf is a library for validating and benchmarking LLMs☆975Updated 7 months ago
- ☆280Updated last week
- A collection of YAML files, Helm Charts, Operator code, and guides to act as an example reference implementation for NVIDIA NIM deploymen…☆189Updated this week
- Using LlamaIndex with Ray for productionizing LLM applications☆71Updated 2 years ago
- Distributed XGBoost on Ray☆149Updated last year
- Serverless Python with Ray☆57Updated 2 years ago
- ☆463Updated last year
- ☆58Updated 10 months ago
- An introductory tutorial about leveraging Ray core features for distributed patterns.☆78Updated last year
- This repository contains tutorials and examples for Triton Inference Server☆747Updated 2 weeks ago
- Starter pack for NeurIPS LLM Efficiency Challenge 2023.☆125Updated last year
- Best practices for distilling large language models.☆569Updated last year
- Document Q&A over The Full Stack's Corpus☆359Updated 11 months ago
- Fine-tuning LLMs on Flyte and Union Cloud☆28Updated last year
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆393Updated 2 years ago