Explore Ling-3.0-flash
Inclusionai: Ling-3.0-flash
Use Cases
Here are a few ways teams apply Ling-3.0-flash in practice—from fast drafting to multimodal understanding. Adapt these ideas to your workflow.
Meeting transcription & notes
Multilingual audio translation
Audio understanding
Reliable drafting
Specs
Overview
inclusionai
inclusionai/ling-3.0-flash
2026-07-23
Modalities & context
text
text
262,144 tokens
Parameters & defaults
Supported parameters: frequency_penalty, include_reasoning, logprobs, max_tokens, presence_penalty, reasoning, repetition_penalty, seed, stop, temperature, tool_choice, tools, top_k, top_logprobs, top_p
Defaults: temperature 0.2, top_p 0.95
Benchmark tests: Ling-3.0-flash
We ran this model against a few representative prompts to show its range. Review the outputs below and be the judge.
Ready to try Ling-3.0-flash?
To “upend” means to completely disrupt, overturn, or drastically change the established order or structure of something. It implies a significant shift or alteration that can potentially have far-reaching consequences. When something is upended, it is turned upside down or transformed in a way that challenges conventional norms or expectations. The term often carries a sense of innovation, transformation, and sometimes even a hint of upheaval, indicating that the changes are not just minor adjustments but rather a fundamental reimagining of the status quo.
