Search results for Fine-Tuning

Fine-tuning vs RAG vs prompting

Every AI engineer hits this crossroads early. You have an LLM. You need it to do something specific — answer questions about your product…Continue reading on Medium »

95. Fine-Tuning LLMs: Make a General Model Do Your Specific Job

A general language model knows a little about everything. It knows some medicine. Some law. Some code. Some cooking. But it doesn't know your specific domain deeply. It doesn't kn...

Fine-Tuning of Spring Cache

Caching is one of the most effective techniques for improving the performance of modern Spring applications. Especially in microservice architectures or high-traffic APIs, a well-c...

Defending Fine-Tuning: How to Respond to 20 Common Objections

Scientists have discovered a whole suite of parameters and initial conditions appear to be exquisitely tuned to allow for complex life to exist. Source

Customize Amazon Nova models with Amazon Bedrock fine-tuning

In this post, we'll walk you through a complete implementation of model fine-tuning in Amazon Bedrock using Amazon Nova models, demonstrating each step through an intent classifier...

RAG vs Fine-Tuning: A Practical Guide to Choosing the Right Approach

Most teams pick the wrong one. Here’s how to think about it.Continue reading on Medium »

Reinforcement fine-tuning with LLM-as-a-judge

In this post, we take a deeper look at how RLAIF or RL with LLM-as-a-judge works with Amazon Nova models effectively.

Astrophysical Calibration Could "Autotune" Gravitational Wave Detection

The LIGO–Virgo–KAGRA (LVK) detector network has a new trick up its sleeve to improve the instruments’ sensitivity to gravitational waves: it’s called Astrophysical Calibration and...

What Should You Adjust First? How to Approach Parameter Tuning in Prime ACE to Find Your Tradable Battlefield

Reinforcement fine-tuning on Amazon Bedrock: Best practices

In this post, we explore where RFT is most effective, using the GSM8K mathematical reasoning dataset as a concrete example. We then walk through best practices for dataset preparat...

Fine-tuned for life: How our one-in-a-million universe points to God

One of the remarkable scientific discoveries of the past several decades is that the universe and Earth appear fine-tuned for life. Philosopher of science Stephen C. Meyer explains...

Gravitational wave detectors can now 'auto-tune' their signals

The LIGO-Virgo-KAGRA (LVK) detector network has a new trick up its sleeve to improve the instruments' sensitivity to gravitational waves: it is called Astrophysical Calibration and...