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fahrizalfarid

akahana
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https://fahrizalfarid.com

AI & ML interests

NLP

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reacted to nicolay-r's post with šŸš€ 2 days ago
šŸ“¢ If you're looking for translating massive dataset of JSON-lines / CSV data with various set of source fields, then the following update would be relevant. So far and experimenting with adapting language specific Sentiment Analysis model, got a change to reforge and relaese bulk-translate 0.25.2. ā­ļø https://github.com/nicolay-r/bulk-translate/releases/tag/0.25.2 The update has the following major features - Supporting schemas: all the columns to be translated are now could be declared within the same prompt-style format. using json this automatically allows to map them onto output fields - The related updates for shell execution mode: schema parameter is now available alongside with just a prompt usage before. Benefit is that your output is invariant. You can extend and stack various translators with separated shell laucnhes. Screenshot below is the application of the google-translate engine in manual batching mode. šŸš€ Performance: 2.5 it / sec (in the case of a single field translation) šŸŒŸ about bulk-translate: https://github.com/nicolay-r/bulk-translate šŸŒŒ nlp-thirdgate: https://github.com/nicolay-r/nlp-thirdgate?tab=readme-ov-file
reacted to davanstrien's post with ā¤ļø 10 days ago
How do you make 1M+ Hugging Face models & datasets more discoverable? https://huggingface.co/davanstrien/Smol-Hub-tldr! I fine-tuned https://huggingface.co/HuggingFaceTB/SmolLM2-360M to generate one-line summaries from a model or dataset README. Its own self-description? "A model for generating concise summaries of model & dataset cards from the Hugging Face Hub" The goal? Make it easier to find the right models and datasets for your specific needs. It's already powering a semantic search for datasets Space. It's still a WIP but thanks to @loubnabnl , @anton-l , @eliebak et al, for cooking such a nice base model for fine-tuning small, efficient models for specific domains and tasks. šŸ™
liked a dataset 11 days ago
hermanshid/doctor-id-qa
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