NIGHTCORD / AI STUDIO

Your data.
Your direction.

A private workspace for a model trained from scratch. Import documents, review your corpus and export it for the included trainer.

Prepare your training set

Import UTF-8 TXT or JSONLReview your documents

Your documents stay in this tab. They are not uploaded to a server.

Random initial weights. A causal Transformer with byte-level input, configurable depth and width, and no pretrained model or inference API.

python train.py --data corpus.txt --out runs/first

Held-out validation, gradient clipping and measured training loss. Inspect real reports before accepting a new version.

Review new data, continue from your own checkpoint and retain the previous version for rollback. Nothing is deployed automatically.

Training tools are available. A capable conversational model is not trained or connected yet. Preparing data does not start training in your browser.