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Valohai Ecosystem
Hugging Face
Tap into the largest open source model library without writing your own code.
Valohai’s Hugging Face templates make it extremely easy to fine-tune Transformers models for a specific task and do batch inference – without writing your own code.
The tasks available at launch:
| Task | Example Model |
|---|---|
| Text Classification | distilbert-base-uncased |
| Summarization | sshleifer/distilbart-xsum-12-1 |
| Question Answering | distilbert-base-uncased |
Each task has templates for fine-tuning & batch inference. These templates can be used with any Transformers models from the Hugging Face model library and they come with corresponding example datasets.
All connectors and templates in the Valohai Ecosystem are completely open-source so you can easily fork and repurpose them as you need. You can find them on GitHub.