We're thrilled to announce the release of Argilla 2.2.0, packed with powerful new features to enhance your data annotation and LLM workflow:
π¨οΈ ChatField: Work with text conversations natively in Argilla. Perfect for building datasets for conversational LLMs! βοΈ Adjustable Task Distribution: Modify settings on the fly and automatically recalculate completed and pending records. π Progress Tracking: Monitor annotation progress directly from the SDK, including user-specific metrics. π§ Automatic Settings Inference: Importing datasets from Hugging Face Hub just got easier with automatic settings detection. π Task Templates: Jump-start your projects with pre-built templates for common dataset types. π§ Background Jobs Support: Improved performance for long-running tasks (requires Redis).
π§Ά We are launching distilabel DataCraft: get started with synthetic data using clicks and natural language!
π Workflow - Write down your custom GenAI usecase - Automatically generate system prompts - Create sample datasets for quick iteration - Produce full-scale datasets with customizable parameters - Push generated datasets directly to the Hugging Face Hub
β‘οΈ Powered by Argilla's distilabel and open source LLMs π Uses Free Serverless HF Inference Endpoints
π‘ Use Cases: - Fine-tuning language models for specific domains - Creating diverse datasets for robust model training - Rapid prototyping of AI applications - Generating synthetic data for privacy-sensitive projects