Kontext Bench Analysis

When I was trying to train a kontext lora, the prompt aka "instruction" is very important to affect the result to keep the object/id consistency.

How to do that using prompt or image?

So, I conducted the words analysis.

Analysis Insights:

• Most Frequent Words: Words like

  • 'the'

  • 'a'

  • 'this'

  • 'is'

  • 'make'

  • 'remove'

  • 'add'

  • 'turn'

• Common Bigrams & Trigrams: Phrases such as

  • 'is now'

  • 'of a'

  • 'in the'

  • 'remove the'

  • 'turn this into'

  • 'this into a'

    suggest common patterns in how instructions are phrased.

• Instruction Starters: The analysis shows that instructions often begin with verbs like

  • 'make'

  • 'remove'

  • 'turn'

  • 'add'

  • 'change'

Analysis script and instructions could found in

Repo:

https://github.com/lrzjason/Kontext-Bench-Analysis

and original hf dataset:

https://huggingface.co/datasets/black-forest-labs/kontext-bench