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Gretel Blog
Learn more about Synthetic Data from Gretel experts – engineers, data scientists and our AI research team.
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The explosion of small language models (SLMs) and license confusion
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
Open Source
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How to Create Synthetic Data at High Quality for Fine-Tuning LLMs
How to Create Synthetic Data at High Quality for Fine-Tuning LLMs
Gretel Navigator’s synthetic data generation outperformed OpenAI's GPT-4 by 25.6%, surpassed Llama3-70b by 48.1%, and exceeded human expert-curated data by 73.6%.
Privacy
LLMs
Synthetics
An Awesome Synthetic Multilingual Prompts Dataset
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.
Open Source
Synthetics
Gretel Open
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Introducing Gretel MLOps
Introducing Gretel MLOps
Use Gretel's synthetic data platform to replace, augment, or balance training datasets within MLOps pipelines like Vertex AI, Azure ML, and Amazon SageMaker.
Machine Learning
AI
Synthetics
Fine-Tuning Gretel Navigator To Generate Highest Quality Domain-Specific Synthetic Data
Fine-Tuning Gretel Navigator To Generate Highest Quality Domain-Specific Synthetic Data
Gretel Navigator now enables fine tuning for tabular datasets containing numeric, categorical, free text, JSON, and sequential (time series) data.
LLMs
Navigator
Generate Question-Truth Pairs from Documents with Gretel Navigator
Generate Question-Truth Pairs from Documents with Gretel Navigator
Learn how to generate question-answer pairs from documents using a unique application built using Gretel Navigator.
RAG
AI
Gretel Navigator is Now Generally Available
Gretel Navigator is Now Generally Available
Gretel announces general availability of Gretel Navigator, the world’s first compound AI system purpose-built to design high-quality tabular datasets from scratch
Product updates
Gretel Unlocks PII Detection with Synthetic Financial Document Dataset
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.
Open Source
NER
Privacy
Gretel Open
Gretel announces partnership with Databricks to improve Enterprise AI performance
Gretel announces partnership with Databricks to improve Enterprise AI performance
Gretel partners with Databricks to seamlessly integrate synthetic data workflows and improve model performance for Enterprise AI.
Synthetics
LLMs
Detect and redact PII in free text with NER in Transform v2
Detect and redact PII in free text with NER in Transform v2
Ensure data quality and privacy by applying flexible de-identification and rule-based transformations to real and synthetic datasets.
NER
NLP
Transform
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Generate Differentially Private Synthetic Text with Gretel GPT
Generate Differentially Private Synthetic Text with Gretel GPT
Safely leverage sensitive or proprietary text data for advanced language model training and fine-tuning
Privacy
Synthetics
Fine-Tuning CodeLlama on Gretel's Synthetic Text-to-SQL Dataset using Amazon SageMaker JumpStart
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.
Open Source
LLMs
Synthetics
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