Add supported tasks types to metadata #1997
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This PR updates the `keras-hub` snippets based on the new `metadata.json > tasks` field. This field is now uploaded for all KerasHub models (see keras-team/keras-hub#1997) and contains the list of tasks compatible for a given model. This allows us to generate multiple snippets when relevant. For instance, [keras/stable_diffusion_3.5_large_turbo](https://huggingface.co/keras/stable_diffusion_3.5_large_turbo/blob/main/metadata.json) is compatible with `ImageToImage`, `Inpaint` and `TextToImage` tasks. For this PR to work, we'll need to parse the metadata.json file server-side. This is done in huggingface-internal/moon-landing#11693 (private PR). We can merge these 2 PRs independently. cc @martin-gorner @mattdangerw @SamanehSaadat who coordinated this --- **Note:** I also removed the legacy `keras-nlp` library (only [18 remaining models](https://huggingface.co/models?library=keras-nlp)).
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A request from huggingface, adds supported tasks to the
metadata.jsonfile for a saved preset. This is to improve the sample code generation for KerasHub models.An SD3 model will have
['TextToImage', 'Inpaint', 'ImageToImage'], a BERT model['TextClassifier', 'MaskedLM'], etc.