I'm excited about the one Andrew is building at the moment – haven't looked for any others yet though https://
github.com/andrewgodwin/t
akahe
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TOOLS
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Andrew’s Takahe Project Development Gains Excitement
By
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NLLB-200 Achieves Lowest Content Deletion Rate Among Translation Services
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NLLB-200 sees only 0.13% of translated content deleted. That’s the lowest percentage across all machine translation services available on the platform, suggesting that the resulting translations are being understood & accepted. 3/5
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NLLB-200 Achieves Superior Translation Quality Across All Languages
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Across all languages, NLLB-200 is seeing the best results for translations modified <10% compared to all other MT services on the platform — a strong signal for the quality of translations that are being generated. 4/5
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NLLB-200 becomes third most-used translation engine in four months
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NLLB-200 now represents 3.8% of all machine translations on the platform. This makes it the third most-used machine translation engine across all published translations just four months after launch. 2/5
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No Language Left Behind Improves Wikipedia Translation Tool Usage
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In July, we launched No Language Left Behind to more languages in @Wikimedia
’s Content Translation tool that helps Wikipedia editors jumpstart article translation — a new report is already showing encouraging impact on usage & translation quality https://
bit.ly/3NO63VR /5 -
GEM-2: Novel Method for Full-Range Many-Body Molecular Interactions
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Combining data-driven & first-principles approaches to build a model, we proposed GEM-2, a novel method that comprehensively considers full-range many-body interactions in molecules.
Paper: https://
arxiv.org/abs/2208.05863
GitHub at #PaddlePaddle: https://
github.com/PaddlePaddle/P
addleHelix/tree/dev/apps/pretrained_compound/ChemRL/GEM-2
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Lighter Mastodon alternatives for serverless self-hosting
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Mastodon itself is a bit too heavy for my liking – PostgreSQL and Redis and Sidekiq and Ruby – I'm excited to see more work going into lighter alternatives that are optimized for inexpensive (ideally serverless) self-hosting
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Hugging Face Dev Advocacy Internship Focuses on Speech AI
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Update: I’ll be interning with the Dev Advocacy team at @huggingface for the next couple months. I’ll be working on Speech and adjacent use-cases P.S. That’s my team mascot
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WordPress Plugin for Activity Automation and Productivity
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There's a WordPress plugin that is apparently very good https://
wordpress.org/plugins/activi
typub/
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Simple Deep Learning Tutorial: Classify Clothing Images with Keras
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A simple tutorial to start with Deep Learning: https://
tensorflow.org/tutorials/kera
s/classification
… • Images of clothing
• A few lines of code to classify them After a few minutes, you will have your first deep learning model running!