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Ling-3.0-flash (free) · Inclusionai

Ling-3.0-flash is a 124B-parameter Mixture-of-Experts (MoE) model with approximately 5.1B parameters activated per token. Designed with token efficiency and production-scale agentic inference as key priorities, it enables developers to build faster and more efficient AI applications.

Optimized token efficiency Scalable agentic inference 124B parameter MoE

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About Ling-3.0-flash (free)

Ling-3.0-flash is a 124B-parameter Mixture-of-Experts (MoE) model with approximately 5.1B parameters activated per token. Designed with token efficiency and production-scale agentic inference as key priorities, it enables developers to build faster and more efficient AI applications.

Where it shines: Optimized token efficiency · Scalable agentic inference · 124B parameter MoE.

How to use Ling-3.0-flash (free)

  1. 1

    Type or upload

    Type what you want in the box above — or upload the file if the tool asks for one.

  2. 2

    Generate

    Click the main button. Wait 2-30 seconds depending on the model and input size.

  3. 3

    Download or share

    Download the result or share the direct link. No watermark, ready to use.

Frequently asked questions

How much does it cost to use Ling-3.0-flash (free)?

Ling-3.0-flash (free) is one of the free models in the catalog. Each use discounts 10 tokens from your pool, but open models like Ling-3.0-flash (free) don't cost us, so the rate-limit is generous.A free account comes with 500 initial tokens and 25 more every day — you usually don't get to touch the card.

Is there a limit on the use of Ling-3.0-flash (free)?

There is no fixed monthly fee for Ling-3.0-flash (free) on the free account — the actual limit is the rate per minute/hour, not per month. Anonymous are limited by IP; with account you can do much more volume, if you reach 500+25 tokens and need more, a Pro plan at $9/month covers it.

What makes Ling-3.0-flash (free) special?

Its specific strengths are: optimized token efficiency, scalable agent inference and 124b moe parameters.

How fast does Ling-3.0-flash (free) respond?

Ling-3.0-flash (free) has a balanced speed: 5-15 seconds per response — neither the fastest nor the slowest in the catalog.The actual time also depends on the length of the prompt and the load of the datacenter — models with huge context take longer when you enter very long texts.

How do I use Ling-3.0-flash (free) on ia.gratis?

You can use Ling-3.0-flash (free) from /chat/ by selecting Ling-3.0-flash (free) in the picker, or via the REST API with `model=ling-3-0-flash` in the POST body. Quick summary: ling-3.0-flash: 124B parameter MoE model for efficient and scalable inference. The internal model identifier is `ling-3-0-flash` — useful when integrating via API.