Alternative To

Google Cloud Vertex AI

Best Alternatives to Google Cloud Vertex AI

A unified, fully-managed machine learning platform from Google Cloud for building, training, deploying, and scaling ML models and generative AI applications, including access to Google's foundation mo

Why people leave Google Cloud Vertex AI

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11 alternatives to Google Cloud Vertex AI

Ollama

Ollama runs large language models locally on your own hardware with a simple CLI and an OpenAI-compatible API. MIT licensed, supports Mac, Linux, and Windows.

Free

Key differentiator

Ollama runs large language models locally on your own hardware with a simple CLI and an OpenAI-compatible API

169,503 stars15,702 forksGo

Unsloth

Unsloth is an open-source, no-code web UI for training and running models locally.

Free

Key differentiator

Unsloth is an open-source, no-code web UI for training and running models locally

62,269 stars5,425 forksPython

mTarsier

Free, open-source desktop app for managing MCP servers and AI skills across various clients.

Free

Key differentiator

Free, open-source desktop app for managing MCP servers and AI skills across various clients

33 stars3 forksTypeScript

N8N2MCP

N8N2MCP converts n8n workflows into Model Context Protocol (MCP) servers, giving AI assistants like Claude and Cursor direct access to your existing n8n automations as callable tools. MIT licensed.

Free

Key differentiator

N8N2MCP converts n8n workflows into Model Context Protocol (MCP) servers, giving AI assistants like Claude and Cursor direct access to your existing n8n automations as callable tools

130 stars37 forksHTML

Trieve

Trieve is an open source AI search and RAG infrastructure platform with hybrid retrieval, semantic search, and recommendation APIs for building knowledge bases and AI applications. Self-hostable; BSL 1.1 licensed.

Free

Key differentiator

Trieve is an open source AI search and RAG infrastructure platform with hybrid retrieval, semantic search, and recommendation APIs for building knowledge bases and AI applications

2,640 stars241 forksRust

Ploomber

Ploomber is an open source Python framework for building reproducible data pipelines with a DAG-based workflow, notebook orchestration, and cloud deployment tools. An alternative to Apache Airflow; Apache-2.0 licensed.

Free

Key differentiator

Ploomber is an open source Python framework for building reproducible data pipelines with a DAG-based workflow, notebook orchestration, and cloud deployment tools

3,627 stars242 forksPython

OLMo

A fully open-source LLM framework from the Allen Institute for AI, providing model weights, training code, data, and evaluation tools in a transparent package.

Free

Key differentiator

A fully open-source LLM framework from the Allen Institute for AI, providing model weights, training code, data, and evaluation tools in a transparent package

1,164 stars231 forksPython

TinyLLaMA

A compact, open-source LLaMA-based language model (~1.1 B parameters) pretrained on trillions of tokens under the Apache 2.0 license.

Free

Key differentiator

A compact, open-source LLaMA-based language model (~1

8,939 stars607 forksPython

GPT‑NeoX

GPT-NeoX is an open source LLM training framework from EleutherAI for training and fine-tuning large language models on GPU clusters at research scale. Apache 2.0.

Free

Key differentiator

GPT-NeoX is an open source LLM training framework from EleutherAI for training and fine-tuning large language models on GPU clusters at research scale

7,422 stars1,110 forksPython

LLM Foundry

LLM Foundry is an open source LLM fine-tuning framework by MosaicML for training and instruction-tuning Llama, Mistral, and DBRX on custom data with efficient GPU utilization. Apache 2.0.

Free

Key differentiator

LLM Foundry is an open source LLM fine-tuning framework by MosaicML for training and instruction-tuning Llama, Mistral, and DBRX on custom data with efficient GPU utilization

4,399 stars588 forksPython

Falcon LLM

Falcon LLM is an open source large language model for commercial use — Apache 2.0-licensed weights from TII in sizes from 1B to 180B parameters, with no usage caps or MAU restrictions.

Free

Key differentiator

Falcon LLM is an open source large language model for commercial use — Apache 2

9,185 stars751 forksPython