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| title: README | |
| emoji: 🐨 | |
| colorFrom: pink | |
| colorTo: indigo | |
| sdk: static | |
| pinned: false | |
| <h3 align="center">Avoid the hype, check the vibe!</h2> | |
| I've cooked up Dataset Viber, a cool set of tools to make your life easier when dealing with data for AI models. Dataset Viber is all about making your data prep journey smooth and fun. It's **not for team collaboration or production**, nor trying to be all fancy and formal - just a bunch of **cool tools to help you collect feedback and do vibe-checks** as an AI engineer or lover. Want to see it in action? Just plug it in and start vibing with your data. It's that easy! | |
| - **CollectorInterface**: Lazily collect data of model interactions without human annotation. | |
| - **AnnotatorInterface**: Walk through your data and annotate it with models in the loop. | |
| - **BulkInterface**: Explore your data distribution and annotate in bulk. | |
| - **Embdedder**: Efficiently embed data with ONNX-optimized speeds. | |
| Need any tweaks or want to hear more about a specific tool? Just [open an issue](https://github.com/davidberenstein1957/dataset-viber/issues/new) or give me a shout! | |
| > [!NOTE] | |
| > | |
| > - Data is logged to a local CSV or directly to the Hugging Face Hub. | |
| > - All tools also run in `.ipynb` notebooks. | |
| > - Models in the loop through `fn_model`. | |
| > - Input data streamers through `fn_next_input`. | |
| > - It supports various tasks for `text`, `chat` and `image` modalities. | |
| > - Import and export from the Hugging Face Hub or CSV files. | |
| > [!TIP] | |
| > Examples can be found in [src/dataset_viber/examples](https://github.com/davidberenstein1957/dataset-viber/tree/main/src/dataset_viber/examples). |