llama4-scout-10m-context-window

IN premise — entries/2026/06/21/wiki-LLaMA-chunk-1.md

Created 2026-06-21T09:50:09+00:00

Llama 4 Scout has a 10 million token context window, the largest in the Llama family

Summary

Llama 4 Scout can process roughly 7 to 8 million words of text in a single pass, making it the most context-hungry model in the Llama line. In practice, this means you can feed it an entire codebase, a stack of long documents, or an extended conversation history without splitting things into chunks, which removes a major practical bottleneck in real workflows.

Dependents

These beliefs depend on this one:

IN context-windows-expanded-10000x-in-seven-years — Context windows expanded approximately 10,000x from GPT-2's 1,024 tokens (2019) to Llama 4 Scout's 10 million tokens (2025), with Claude 2.1's 200K window as a major intermediate milestone in late 2023.