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Ling-3.1-flash LLM debuts with 1M context and open-source future

By PulseAugur Editorial · [1 sources] ·

The Ling-3.1-flash large language model has been released, featuring approximately 560 billion total parameters and 25 billion active parameters per token. It supports a context window of up to 1 million tokens. The model will be available for a two-week free trial before transitioning to an open-source release. AI

IMPACT This release offers a large context window and a significant parameter count, potentially impacting the development of models for complex tasks.

RANK_REASON New model release from a lab, even if not explicitly Tier-1. [lever_c_demoted from frontier_release: ic=1 ai=1.0]

Read on r/LocalLLaMA →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Ling-3.1-flash LLM debuts with 1M context and open-source future

How we ranked this

Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Significant
New model release from a lab, even if not explicitly Tier-1. [lever_c_demoted from frontier_release: ic=1 ai=1.0]
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
model release, product
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
14 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

Full methodology in our editorial standards.

COVERAGE [1]

  1. r/LocalLLaMA TIER_1 English(EN) · /u/Muhlwa_Sholanke ·

    Ling-3.1-flash: ~560B total params, ~25B active/token, up to 1M-token context- Free trail for 2 weeks then open source

    <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1wubcbb/ling31flash_560b_total_params_25b_activetoken_up/"> <img alt="Ling-3.1-flash: ~560B total params, ~25B active/token, up to 1M-token context- Free trail for 2 weeks then open source" src="https://previe…

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