AI datasets
Turn collected records into reviewed examples or source-linked knowledge. These guides cover labeling, provenance, evaluation and the preparation steps between scraping and model use.
3 articles
- AI datasets
6 min readPrepare scraped datasets for a decision model with Unsloth
Use abotapi scrapers to collect reviews, create human-reviewed gold labels, prevent split leakage and prepare state, questions and gold datasets for Unsloth decision-model training.
- AI datasets
4 min readBuild an Unsloth fine-tuning dataset with abotapi scrapers
Prepare scraped web data for Unsloth fine-tuning: define a task, review rights, label examples, export JSONL and prevent evaluation leakage.
- Retrieval & agents
4 min readBuild a source-linked RAG dataset from web content
Prepare abotapi web data for retrieval: preserve sources, clean content, chunk documents, refresh indexes and evaluate grounded answers.