All learning paths Learn See Try Make Say plainly what it cannot do What this lesson is about Publish the card: what it was taught on, what it is for, and where it fails. Nobody else will write it.
You are handing your tuned Hindi complaint sorter to another team on Monday. What do you write for them?
A Write what it does and the score it reached, since that is what the team will ask. B Send them the training file, which shows what it learned and where it will struggle. C Publish a card: what it learned from, what it is for, which languages, where it fails.
Check my recall Why this matters Hugging Face says a card should describe the model, its uses and its limits. It also names what the model learned from, and its results. Nobody else is going to write this page. A team that cannot see the failures will find them in front of a real user instead.
Publish a card for a model you tuned that lets a stranger decide against using it.
Hugging Face says a card should describe the model, its uses and its limits. It also names what the model learned from, and its results. Nobody else is going to write this page. A team that cannot see the failures will find them in front of a real user instead.
Publish a card: what it learned from, what it is for, which languages, where it fails. The failures section is what makes a card worth reading; without one it is an advert. Say who to contact and what the model must not be used for. Task Write the page that goes with a small model that sorts Hindi complaints.
Weak approach Writes what it does, the score it reached, and that it works well on Hindi text. The page has no failures section, no banned use, and nobody's name to write to.
Stronger approach Adds what it learned from, the languages, three real failures with an example each, one banned use, and a contact.
Why the stronger approach works The weak page is an advert. The strong one lets a stranger decide against using it, which is the point.
Try a changed situation You are choosing between two open models for one job. One card lists no failures at all. How do you read that card?
Make something yourself Write the card for a model you tuned. Give what it learned from, what it is for, and the languages. Add a failures section with three real ones, and a contact.
Lesson 8 of 8 on Open models on a small budget next What a language collection needs Part 2 ends in a work sample you can send The rules this work sample is read against
Read the primary or official source: Hugging Face Hub · Model cards