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Capability

Model training

Model training: 21 AI tools in this graph can do it, including Transformers, PyTorch, TensorFlow, JAX and MLX.

Define and train neural networks, from small experiments to large runs.

Takes in Data · Code → Gives out Data

Markdown version of https://godooo.ai/en/capability/model-training. Every page on this site has one: add .md to its address.

Tools that do it · 21

ToolHow wellPricingOpen sourceHow you run it
TransformersFrameworkmain job *YesRuns offline · Self-host · Terminal · API
PyTorchFrameworkmain job *YesSelf-host · Runs offline · API · Terminal
TensorFlowFrameworkmain job *YesAPI · Self-host · Runs offline · Terminal
JAXFrameworkmain job *YesAPI · Self-host · Runs offline
MLXFrameworkmain job *YesRuns offline · API · Terminal · Self-host
DeepSpeedFrameworkmain job *YesSelf-host · Runs offline · API
Megatron-LMFrameworkmain job *YesSelf-host · Terminal
nanoGPTFrameworkmain job *YesTerminal · Runs offline
Hugging FaceProductsupported *Free plan + paid upgradesWeb · API · Self-host · Runs offline
ModelScopeProductsupported *Open source, freeYesWeb · API · Self-host · Runs offline · Terminal
Together AIProductsupported *PaidAPI · Terminal · Self-host
Sentence TransformersFrameworksupported *YesRuns offline · Self-host · API
Kohya's GUIProductsupported *Open source, freeYesSelf-host · Runs offline · Terminal · Web
Open-SoraModelsupported *YesSelf-host · Runs offline · API
DiffusersFrameworksupported *YesSelf-host · Runs offline · API
RVCProductsupported *Open source, freeYesSelf-host · Runs offline · Web
AudioCraftFrameworksupported *YesSelf-host · Runs offline
UnslothFrameworksupported *YesRuns offline · Desktop · Terminal · API · Self-host
LlamaFactoryFrameworksupported *YesSelf-host · Runs offline · Terminal · Web · API
TRLFrameworksupported *YesSelf-host · Runs offline · Terminal
ModalProductsupported *PaidAPI · Terminal · Self-host

* proposed by a machine, awaiting calibration

Questions

What is Model training?

Define and train neural networks, from small experiments to large runs. Model training: 21 AI tools in this graph can do it, including Transformers, PyTorch, TensorFlow, JAX and MLX.

Which tools are built for “Model training”?

Transformers, PyTorch, TensorFlow, JAX, MLX, DeepSpeed, Megatron-LM and nanoGPT.

Are there free tools for “Model training”?

Transformers, PyTorch, TensorFlow, JAX, MLX, DeepSpeed, Megatron-LM and nanoGPT.

Which open-source tools can do “Model training”?

Transformers, PyTorch, TensorFlow, JAX, MLX, DeepSpeed, Megatron-LM and nanoGPT.

Which tools for “Model training” run offline?

Transformers, PyTorch, TensorFlow, JAX, MLX, DeepSpeed, nanoGPT and Hugging Face.