AI tools for Machine Learning Engineers

Roboflow is a computer vision platform that turns images, videos and camera streams into structured data.

Seed-VC is an open-source voice conversion project that changes one speaker's voice into another without per-speaker training.

Gemma is Google DeepMind's family of open models that developers use to build AI applications running on phones, laptops and cloud servers.

fal is an inference service for generative media.

Langfuse is an open-source platform for observability and evaluation of AI agents and LLM applications.

Portkey puts a single API in front of more than 1,600 language models and wraps it with the controls a production AI team needs.

HuggingChat is the chat app from Hugging Face, powered by open source AI models.

Novita AI is a developer cloud that puts more than 200 models behind a single API, covering text, image, audio and video.

LLaMA-Factory is an open-source framework for fine-tuning more than 100 large language models and vision-language models.

Haystack is an open-source AI orchestration framework from deepset for building production-grade LLM applications and agents.

OpenVoice is an open-source instant voice cloning model created by researchers at MIT and Tsinghua University together with MyShell.

Lambda is a GPU cloud built for training and serving AI models.

Vast.ai is a GPU rental marketplace where developers and AI teams rent compute for training, fine-tuning, inference and rendering.

Beam is a cloud runtime for AI workloads that offers serverless GPUs, task queues and sandboxes through a Python, TypeScript and Go SDK.

Arize Phoenix is an open-source platform for AI observability and evaluation, built by Arize.

LangGraph is an open-source agent runtime and low-level orchestration framework for building AI agents that behave reliably on complex tasks.

Google Vertex AI is Google Cloud's machine learning and generative AI platform, now presented under the Agent Platform name.

CoreWeave is a cloud built specifically for AI workloads, offering GPU and CPU compute, storage, networking, managed services and bare metal servers on NVIDIA hardware.

Amazon SageMaker is AWS's service for data, analytics and AI in one place.

Axolotl is a free, open-source tool for fine-tuning large language models.

Amazon Bedrock is a managed AWS service for building generative AI applications and agents.

V7 Darwin is a data labeling and training data platform for machine learning teams.

Scale AI supplies the data and evaluation services behind many of the world's leading AI models, and it also builds applied AI systems for enterprises and governments.

Surge AI positions itself as a source of human intelligence for training advanced AI.