dstack is an open-source control plane for running development, training, and inference jobs on GPUs—across hyperscalers, neoclouds, or on-prem.
☆2,049Updated this week
Alternatives and similar repositories for dstack
Users that are interested in dstack are comparing it to the libraries listed below
Sorting:
- Run, manage, and scale AI workloads on any AI infrastructure. Use one system to access & manage all AI compute (Kubernetes, 20+ clouds, o…☆9,478Updated this week
- ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.☆5,228Updated this week
- Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML va…☆3,979Dec 28, 2025Updated 2 months ago
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆7,227Updated this week
- Containers for machine learning☆9,252Updated this week
- Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.☆6,754Feb 21, 2026Updated last week
- Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets☆4,875Updated this week
- The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!☆8,472Updated this week
- AI Observability & Evaluation☆8,666Updated this week
- Structured Outputs☆13,456Feb 13, 2026Updated 2 weeks ago
- 🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞☆719Sep 13, 2023Updated 2 years ago
- Build, Manage and Deploy AI/ML Systems☆9,863Updated this week
- nannyml: post-deployment data science in python☆2,125Jul 12, 2025Updated 7 months ago
- Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and a…☆24,295Updated this week
- Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.☆6,006Updated this week
- DSPy: The framework for programming—not prompting—language models☆32,381Updated this week
- The simplest way to serve AI/ML models in production☆1,122Updated this week
- A minimal Python framework for building custom AI inference servers with full control over logic, batching, and scaling.☆3,803Feb 19, 2026Updated last week
- 🐢 Open-Source Evaluation & Testing library for LLM Agents☆5,124Feb 20, 2026Updated last week
- Infinity is a high-throughput, low-latency serving engine for text-embeddings, reranking models, clip, clap and colpali☆2,676Feb 5, 2026Updated 3 weeks ago
- An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model perf…☆2,800Jan 10, 2025Updated last year
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆13,182Feb 22, 2026Updated last week
- A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rew…☆2,138Feb 21, 2026Updated last week
- Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs☆3,725May 21, 2025Updated 9 months ago
- Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stre…☆9,012Feb 16, 2026Updated last week
- A language for constraint-guided and efficient LLM programming.☆4,154May 22, 2025Updated 9 months ago
- The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️☆3,624May 29, 2025Updated 9 months ago
- structured outputs for llms☆12,428Updated this week
- Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data …☆11,333Jan 13, 2026Updated last month
- 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows☆12,210Updated this week
- Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.☆9,141Updated this week
- Represent, send, store and search multimodal data☆3,115Jan 13, 2026Updated last month
- The Virtual Feature Store. Turn your existing data infrastructure into a feature store.☆1,966Jul 3, 2025Updated 7 months ago
- Go ahead and axolotl questions☆11,335Updated this week
- Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)☆12,731Feb 9, 2026Updated 2 weeks ago
- Adding guardrails to large language models.☆6,459Updated this week
- Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean…☆14,074Updated this week
- Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with struc…☆15,690Updated this week
- 🧙 Build, run, and manage data pipelines for integrating and transforming data.☆8,653Feb 20, 2026Updated last week