Explore the Ling-1T Language Model by inclusionAI

Ling-1T excels in efficient reasoning and complex text tasks.

Input: text Output: text Context: 131,072 tokens Release: 2025-10-13
Discover inclusionAI's Ling-1T, a trillion-parameter language model released on October 13, 2025. Built on a sparse-activation architecture, it efficiently processes up to 128K tokens of context, making it suitable for complex text generation and multilingual reasoning. With its focus on logical reasoning and code synthesis, Ling-1T supports both input and output in text form. Key features include FP8 mixed-precision training and LPO for semantic control, ensuring high inference efficiency and strong performance in various benchmarks.

Use Cases

Here are a few ways teams apply inclusionAI: Ling-1T in practice—from fast drafting to multimodal understanding. Adapt these ideas to your workflow.

Generate complex multilingual text

Synthesize front-end code efficiently

Enhance logical reasoning tasks

Improve text-based problem solving

Key Features

A quick look at the capabilities that make this model useful in real projects.

Trillion-parameter sparse-activation model

Supports 128K tokens of context

FP8 mixed-precision training

Evo-CoT for reasoning efficiency

LPO for semantic control

Specs

Overview
Vendor
inclusionai
Model ID
inclusionai/ling-1t
Release
2025-10-13
Modalities & context
Input
text
Output
text
Context
131,072 tokens
Parameters & defaults

Supported parameters: frequency_penalty, response_format, structured_outputs, temperature, tool_choice, tools, top_k, top_p

Defaults: temperature 0.2, top_p 0.95

Benchmark tests: inclusionAI: Ling-1T

We ran this model against a few representative prompts to show its range. Review the outputs below and be the judge.

Text

Prompt:
Write 150 words on how AI might positively upend work, leisure and creativity
Artificial intelligence stands poised to fundamentally restructure human existence—not through disruption alone, but by liberating latent potential across work, leisure, and creativity. In the workplace, AI automates routine cognitive labor, shifting focus from transactional tasks to strategic insight, ethical judgment, and interpersonal collaboration. This could birth shorter workweeks, deeper professional fulfillment, and the redefinition of "value" away from hours logged toward impact achieved. Leisure transforms as AI handles logistics—optimizing travel, curating personalized learning, or managing households—freeing time not just for relaxation, but for community, mentorship, and lifelong exploration. Most radically, creativity expands: AI becomes co-pilot and catalyst, generating infinite drafts, remixing cultural motifs, and lowering barriers to artistic expression. Writers overcome blocks with narrative simulations; musicians prototype symphonies in minutes; scientists model complex systems intuitively. Far from homogenizing thought, AI amplifies idiosyncratic vision, turning tools into extensions of imagination. The true upheaval lies not in machines replacing us, but in empowering humans to reclaim curiosity, connection, and creation—ushering in an era where work serves meaning, leisure fuels growth, and creativity knows fewer bounds. This isn’t obsolescence; it’s evolution toward more distinctly human endeavors. (148 words)
Run this prompt on Upend.AI

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up.end
/ˌəpˈend/
verb

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.