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Open Source

Gretel Unlocks PII Detection with Synthetic Financial Document Dataset

Gretel releases a new synthetic financial document dataset to empower AI developers in building customized and highly performant sensitive data detection systems.
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Accelerating FinTech Innovation with Natural Language to Code

Train financial LLMs with Gretel's Synthetic Text-to-Python dataset to transform natural language into precise, domain-specific Python code for FinTech.
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GLiNER Models for PII Detection through Fine-Tuning on Gretel-Generated Synthetic Documents

Gretel fine-tuned, synthetically-enhanced GLiNER models for better PII & PHI detection—datasets included.
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An Awesome Synthetic Multilingual Prompts Dataset

Gretel's latest open synthetic dataset aims to enhance LLM interactions and contributes to the popular 'awesome-chatGPT-prompts' GitHub repository.
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Introducing world's largest synthetic open-source Text-to-SQL dataset

Gretel releases largest open source Text-to-SQL dataset to accelerate AI model training
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Fine-Tuning CodeLlama on Gretel's Synthetic Text-to-SQL Dataset using Amazon SageMaker JumpStart

Fine-tune CodeLlama with Gretel's Synthetic Text-to-SQL on BIRDBench, achieving a 36% relative improvement in EX and 38% in VES.
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The explosion of small language models (SLMs) and license confusion

Rapid SLM releases highlight the need for clarity on licenses + lineage, which are crucial for enterprises navigating open-weight models and synthetic data ownership
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Addressing Concerns of Model Collapse from Synthetic Data in AI

How thoughtful, high-quality synthetic data generation, rather than 'indiscriminate' use, can prevent model collapse.
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We just streamlined Gretel’s Python SDK

Discover the streamlined Gretel Python SDK. Start building with synthetic data in just 3 lines of code 🚀
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Generate synthetic data in 3 lines of code

Learn the simplest way to generate synthetic data without setting up your own infrastructure and GPUs.
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