Dstack
Dstack is an open-source tool in the Code & Developer Tools category that simplifies the development and deployment of large language models across various cloud platforms.
Users can execute tasks on-demand, making it suitable for batch jobs and web applications.
Dstack helps optimize GPU costs and availability by allowing users to define and deploy services across multiple cloud providers.
This tool is available for free.
Key features
- ✅ Deploy across multiple clouds
- ✅ Optimized GPU price
- ✅ Task definition and execution
- ✅ Cost
- ✅ effective batch job execution
- ✅ Web app deployment
- ✅ Define and deploy services
- ✅ Easily provision dev environments
- ✅ Shared dev environments accessibility
- ✅ Fine
- ✅ tuning Llama 2 support
- ✅ Serving SDXL with FastAPI
- ✅ Serving LLMs with vLLM
- ✅ Serving LLMs with TGI
- ✅ Running LLMs as chatbots
Tags: LLM, development, machine learning