TrainShell

Train models. Run agents.

Fine-tuning, post-training, and agent workflows in one native workspace.

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TrainShellInteractive preview
Vaults ⌄
Credits
Training2
New training
Run name
Instruction tuning
Training type
Text fine-tuning
Parameter mode
LoRA
Base model
Qwen 3 4B
Dataset
Instruction dataset · 1,200 examples
Upload your dataset⌄ Training settings
Context length
2,048
LoRA rank
8
Epochs
3
Learning rate
0.0001

Fine-tune models on your data.

Prepare text or vision datasets, choose a model, and track training runs.

  • LoRA and full-parameter training
  • Training metrics
  • Run reports