HumanSignal provides an AI quality platform for evaluating, aligning, and running ML/AI models in production. The platform allows data scientists and subject matter experts to collaborate on data labeling, prompt engineering, and model evaluation.

HumanSignal

HumanSignal (formerly known as Heartex) enables data science teams to build AI models with their company DNA. With the emergence of generative AI, it’s more important than ever to build highly differentiated models by guiding foundation models with proprietary data and human feedback. Creators of Label Studio, the most popular open source data labeling platform, HumanSignal enables data scientists to develop high quality datasets and workflows for model training, fine tuning and continuous validation.

Today, the Label Studio open source community has more than 250,000 users who have collectively annotated more than 100 million pieces of data. Label Studio Enterprise is available as a cloud service with enhanced security, automation, quality review workflows, and performance reporting, used by leading data science teams including Bombora, Geberit, Outreach, Wyze, and Zendesk.

🚀 Use Segment Anything 2 now with Label Studio 🚀

Meta just dropped Segment Anything 2, and it’s a game-changer for real-time object segmentation! Whether you're working with images or videos, SAM 2 brings unmatched accuracy, speed, and adaptability to your workflows.

If you're a Label Studio user, you're in luck! SAM 2 integrates seamlessly with Label Studio, making large-scale visual data annotation smoother and faster than ever. 

🔍 Curious about what’s new in SAM 2? 
💻 Want to see how it integrates with Label Studio?

Check out our latest blog post about the powerful new features of SAM 2, the integration with Label Studio, and how SAM 2 can speed up your visual data annotation workflow👇 

https://lnkd.in/gMeJrSvY

Stay tuned for more in-depth tutorials, demos, and use cases for SAM 2 from the HumanSignal team!

🚀 Exciting news: Label Studio 1.13 is here! 🎉

We're thrilled to announce the latest update to Label Studio, now with a refreshed UI and new Generative AI templates!

✨ Refreshed Interface: Enjoy a sleek new look with updated colors and fonts, all while retaining the intuitive navigation you know and love. The new design makes the interface more pleasant and easier to read.

🛠️ New Generative AI Templates:
    * Response Moderation: Check if LLM responses accurately answer the given prompt.
    * Response Grading: Evaluate the quality of LLM responses.
    * Side-by-Side Comparison: Determine which model answers prompts better.
    * Evaluate RAG with Human Feedback: Assess RAG pipeline performance based on human feedback.
    * Evaluate RAG with Ragas: Measure RAG pipeline performance using Ragas metrics.

These templates help you leverage LLMs for automatic responses, with human oversight to build trust and continually improve model performance through active learning.

Read the full blog post and explore the new template documentation for more details:

https://lnkd.in/dryVEh6P

Happy labeling!

#AI #DataLabeling #GenerativeAI #LLM #LabelStudio #MachineLearning #MLOps #Evaluations

🚀 We're excited to announce a new level of flexibility in Label Studio with custom scripts! Now, you can fully customize your labeling workflow by adding custom JavaScript to your projects. This feature allows Label Studio to execute scripts at various stages, such as opening tasks, switching annotations, and more.

With the power of JavaScript, the possibilities are endless:

📈 Dynamic Elements: Add charts, data visualizations, and real-time visual aids.

📋 Validation: Ensure quality with data integrity and consistency checks.

❓ External Queries: Fetch data dynamically from external databases.

⚙️ Workflow Triggers: Implement feedback loops, conditional routing, and notifications.

Check out our video for more use cases and code examples. This feature is available to all HumanSignal enterprise customers upon request.

Not a HumanSignal customer yet? Schedule a demo to see this feature in action! 🚀

https://lnkd.in/eJt4xTBw

#machinelearning #ml #ai #mlops #datalabeling #labelstudio

Our very own Jo Booth is speaking at the #AGIBuildersMeetup next week! He'll be presenting on "Fine-Tuning Enterprise Knowledge Bases with Label Studio and ChatGPT."

This promises to be an awesome event, so if you're around NYC, make sure to check it out - you won't want to miss it!

Signup link is below ⬇️

Are you interested in integrating LLMs into production-ready applications, but you're worried about model accuracy or hallucinations? Then you're not going to want to miss our latest webinar!

Fine-Tuning Enterprise RAG Knowledge Bases with Label Studio, ChatGPT, and Ragas

Join HumanSignal’s Jo Booth for a hands-on workshop/webinar where he’ll show you how to build a RAG application using Label Studio, ChatGPT, LangChain, and Ragas to create, evaluate, and fine-tune an enterprise knowledge base and ensure that the content is accurate and properly aligned.

https://lnkd.in/dPrJ8kbq

#RAG #machinelearning #mlops #ragas #langchain #chatgpt #llm #modelevaluation

🎉 Today we're celebrating the release of 'Evals' as part of the new HumanSignal Platform, previously known as Label Studio Enterprise! 

Changing the platform name to HumanSignal reflects the expanded functionality—beyond data labeling to model evaluation, prompt engineering, and fine-tuning, all aligned with our mission to help data science teams ship the highest quality AI models and applications. 🚀 

What's unique about our approach is the ability to configure the level of automation and human supervision in a tightly integrated workflow, based on the requirements of your use case. 🤖 + 👩‍🔧 

Check out 5 ways you can use the new HumanSignal Platform to evaluate and ship AI applications you can trust! 

https://humansignal.com/

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HumanSignal