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💫 We're excited to announce our latest experimental open-source project for autonomous data labeling: Adala
github.com/humansignal/ad…
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Label Studio
457 posts
Label Studio
@LabelStudioHQ
Label Studio by HumanSignal is the most flexible open source platform for AI evaluation and data labeling. Learn more at https://t.co/ND9NGCArS7
San Francisco Katılım Mayıs 2019
118 Takip Edilen1K Takipçiler
3/ 🔧 Ready to fine-tune your NER model? Follow Mikaela Kaplan’s steps in our latest article to continuously improve your results. Check it out here:
labelstud.io/blog/fine-tuni…
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2/ 💥 Walk through creating a Label Studio project, connecting GLiNER, and evaluating and creating new labels to improve your model's accuracy.
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1/ 🚨 New Tutorial Alert! Dive into the world of Named Entity Recognition with our latest guide on fine-tuning generalist models like GLiNER for better performance.
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3/ We’ve also included a notebook for you to run this example yourself. From preliminary setup to connecting to the ML Backend, we guide you through the main steps. Check it out! labelstud.io/blog/automate-…
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2/ In this tutorial, we introduce a prompt-centric workflow and demonstrate how it can be applied to classifying chat dialogue intent. The prompt-centric workflow streamlines the annotation process and continually enhances the quality of the dataset and prompt.
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1/ Integrating Large Language Models (LLMs) into data labeling is a game-changer for enhancing efficiency. Combining prompt refinement with data labeling significantly improves efficiency and transitions from static methods of dataset annotation to a dynamic, interactive model.
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You can check out the tutorial on the Label Studio blog right now: labelstud.io/blog/interacti…
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Label Studio’s integration with Tesseract OCR continues to be one of our most popular integrations. In this step-by-step tutorial, we’ll show you how to set up Label Studio with Tesseract OCR and get started making model-assisted annotations.
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Label Studio retweetledi
How to build a tool to prepare and annotate your data for #AI model fine tuning with @LabelStudioHQ, @Gradio (UI) and a little code from #ChatGPT :
youtu.be/5HWeVZXQ-E4
YouTube
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🪩 New Year, New Label Studio Release 🎉
Label Studio 1.10.1 ships with security patches, improved upgrades, and updates to image labeling.
Read about it on the Label Studio blog, and find it in all the usual places - GitHub, PyPy, Brew, and HF Spaces.
labelstud.io/blog/introduci…
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🔍 Data Discovery combines advanced vector search with automated labeling workflows so you can find and annotate good data fast.
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2/ You can learn more about this, plus other exciting features included within external taxonomies, on the HumanSignal blog. humansignal.com/blog/new-quick…
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1/ Now, you can manage and use large-scale taxonomies from external sources in Label Studio Enterprise!
This release allows you to securely load taxonomies consisting of 100K+ items in seconds from a single JSON flat file.
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Label Studio retweetledi
Excited to be in SF this Wednesday for the AI Engineer meetup, where the @LabelStudioHQ team will be demoing, Adala, a new open source data labeling agent! Hope to see you there!
Sasha Sheng (Hiring) 🫶🏼@hackgoofer
Nobody is doing a Devday Recap, so here it is: OpenAI Devday Recap event next Wednesday November 8th 5:30PM with @humansignal_ and @aiengfoundation partiful.com/e/5eKTJcttKkD5… Come join AI Engineers discussing what the announcements all mean. We also have spots for you if you'd like to present. Please reach out if so. We will try to make the event content available on youtube afterwards.
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We'll be at this meetup demoing Adala, a new open source data labeling agent. We'd love to have you join us! Get all the details below.
Sasha Sheng (Hiring) 🫶🏼@hackgoofer
Nobody is doing a Devday Recap, so here it is: OpenAI Devday Recap event next Wednesday November 8th 5:30PM with @humansignal_ and @aiengfoundation partiful.com/e/5eKTJcttKkD5… Come join AI Engineers discussing what the announcements all mean. We also have spots for you if you'd like to present. Please reach out if so. We will try to make the event content available on youtube afterwards.
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5/ 📖 Read the full release notes and download the latest release from the Adala GitHub repo (and don’t forget to star!): github.com/HumanSignal/Ad…
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4/ 🛠️ Other release highlights:
- Fuzzy matching for accurate ground truth comparisons.
- Improved testing framework with a new tests directory.
- Added functionality for reasoning analysis (chain of thoughts error analysis).
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1/ 🚀 Update 0.0.2 to Adala is now live! This release features the introduction of skill sets, a data processing concept that mirrors real-world problem-solving where the output of one skill feeds into the input of another.
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