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product launch 97% Confidence Gate August 30, 2026

Meta Releases Llama 3.1 405B Open Weights with 128K Context Window

Meta open-sourced Llama 3.1 405B, the largest open-weights language model rivaling proprietary frontier models in math, coding, and multilingual reasoning.

Verified State Diff

Comparison Mode:
- Previous State
Llama 3 context window was capped at 8K tokens without a flagship 400B+ frontier competitor.
+ Verified New State
128K context window with full FP8 weights available for self-hosting and model distillation.

Impact & Verification Analysis

WHO IS AFFECTED

AI researchers, open-source developers, and enterprises self-hosting private LLMs.

WHY IT MATTERS

Levels the playing field between closed proprietary frontier models and open-source AI infrastructure.

Full Fact Overview

Llama 3.1 405B was trained on over 15 trillion tokens using 16,000 H100 GPUs and includes an updated permissive license allowing developers to use model outputs for fine-tuning.

Multi-Source Evidence Chain (1)

Meta Official Product Documentation & Release Notesmeta.com
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