LLMON: An LLM-Native Markup Language, now in Granite 4.1 3B and 8B
Source
huggingface.co
Date
Why it matters
Explicit instruction/data separation in the context windowThe maximum amount of text a model can consider at once — its working memory for the current conversation or task.Full definition → is a model-level defense against indirect prompt injectionAn attack that hides instructions in content an AI will read — a webpage, email, or document — tricking it into following the attacker instead of the user.Full definition →. Granite 4.1 3B and 8B preview models and a toolkit let you test it.
Terms in this piece · Glossary
LLM — A large language model — the neural network behind tools like Claude and ChatGPT, trained on huge amounts of text to predict what comes next.
context window — The maximum amount of text a model can consider at once — its working memory for the current conversation or task.
token — The chunk of text a model reads and writes in — roughly three-quarters of a word — and the unit AI usage is billed in.
prompt injection — An attack that hides instructions in content an AI will read — a webpage, email, or document — tricking it into following the attacker instead of the user.
