AI tools for Machine Learning Engineers

A machine learning engineer needs to fine-tune Llama 3 on a single NVIDIA T4 GPU but keeps hitting out-of-memory errors

Robbyant LingBot-World is an open-source framework for interactive world modeling from Robbyant, an embodied intelligence group.

Kaggle is Google's community platform for data science and machine learning.

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

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

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

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.

CrewAI is a multi-agent platform that covers the full agent lifecycle for businesses: discover what to automate, build agents, govern them in production and optimize them over time.

Drag and drop AI

Synthetic data that doesn't break privacy rules

Developers building LLM applications need something ChatGPT can't provide: a database that actually keeps up with vector search demands

Autonomous AI agents finally have their own research repository

A data science student needs to train a neural network for her thesis but her laptop overheats after 20 minutes

GPT-SoVITS is an open-source WebUI for few-shot voice conversion and text-to-speech.

DDSP-SVC is an open-source singing voice conversion project that runs on personal computers.

Evo 2 is a genomic foundation model from Arc Institute that handles prediction and design tasks across DNA, RNA and proteins.

Demucs is an open-source music source separation model that splits a finished song into separate stems.

ECMWF AIFS is the Artificial Intelligence Forecasting System from the European Centre for Medium-Range Weather Forecasts.

AutoGen is an open-source framework from Microsoft for building AI agents and multi-agent applications.

llama.cpp is an open-source inference engine that runs large language models and vision-language models on local hardware or in the cloud with minimal setup.

Pangu-Weather is an open repository for a 3D high-resolution neural network model that forecasts global weather.

The OpenAI Agents SDK is a Python package for building agentic applications with very few abstractions.

Pipecat is an open-source Python framework for building voice and multimodal AI agents that talk in real time.