Tag: Highlight

headstorm_technical_insight
Technical Insight

Optimizing Local LLM SVG Code Generation with TextGrad

The TextGrad whitepaper describes two types of optimizations we can apply:

1. Instance optimization – Directly optimize a solution to a problem like a code snippet or a generated report

2. Prompt optimization – find a prompt that improves the performance of an LLM across multiple queries for a task. We can optimize at the system-prompt or the user-prompt level

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generative ai and predictive ai
Insights

Generative AI and Predictive AI

Generative and predictive artificial intelligence are two key branches in the field of AI. Generative AI focuses on creating new and original content such as images, music, or text, while predictive AI is centered on forecasting future events or behaviors based on historical data. Both technologies play a crucial role in the advancement of innovative applications across various industries like healthcare, finance, and logistics.

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