Getting Hosted inference API working?
Author: longenbach
Pull request: yes
Labels: name: model card

Trying to get Hosted inference API to work. Was following https://gist.github.com/julien-c/857ba86a6c6a895ecd90e7f7cab48046 ... is below the correct YAML syntax? 

pipeline:
-fill-mask
widget:
-text: "København er [mask] i Danmark."

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Comments:
@longenbach `pipeline_tag` expects a single string, not an array of string.

Note that you wouldn't need any of the tags or pipeline_tag (they would be detected automatically) if your `config.json` contained:

```json
{
  ...
  "architectures": [
    "BertForMaskedLM"
  ],
  "model_type": "bert"
}
```

We'll try to make that clearer in a next iteration.

Nice!

<img width="749" alt="Screenshot 2020-10-26 at 09 38 41" src="https://user-images.githubusercontent.com/326577/97150874-27a15980-1745-11eb-8017-e809af886925.png">


@julien-c it works 🤗 Thanks for the insight on the documentation. So you are saying we can avoid making a **model card** if you include that JSON chunk in your uploaded config.json file?

In case others find confusion with the **Hosted inference API**. Below is the YAML section of my model card that works: 

```html
---
language: da
tags:
- bert
- masked-lm
- lm-head
license: cc-by-4.0
datasets:
- common_crawl
- wikipedia
pipeline_tag: fill-mask
widget:
- text: "København er [MASK] i Danmark."
---
```