Anony7b/vortyx-pulse

TEXT GENERATIONPricing:Input $0.04 / Cached $0.008 / Output $0.08Concurrent Unit Cost:1Model Size:1.5BQuant:BF16Context Size:32kTool Calling:SupportedPublished:Aug 21, 2026Architecture:Transformer Featherless Exclusive Cold

Anony7b/vortyx-pulse is a 1.5 billion parameter language model developed by LONER TECH, fine-tuned from the Qwen architecture. This model is designed for text generation tasks, leveraging its compact size for efficient deployment. It serves as a foundational model for various natural language processing applications, offering a balance between performance and computational cost.

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Model Overview

Anony7b/vortyx-pulse is a 1.5 billion parameter language model developed by LONER TECH. It is based on the Qwen architecture and has been pushed to the Hugging Face Hub as a 🤗 transformers model. This model is primarily designed for text-based applications.

Key Characteristics

  • Developer: LONER TECH
  • Base Model: Fine-tuned from the Qwen architecture.
  • Model Type: Text generation.
  • Parameters: 1.5 billion, indicating a relatively compact size for efficient inference.

Intended Use Cases

While specific direct and downstream uses are marked as "More Information Needed" in the model card, its nature as a text-based language model suggests applicability in areas such as:

  • General text generation.
  • Language understanding tasks.
  • As a base for further fine-tuning on specific domain-related tasks.

Limitations and Recommendations

The model card indicates that more information is needed regarding language support, license, and potential biases, risks, and limitations. Users are advised to be aware of these potential factors and to exercise caution, especially in sensitive applications, until further details are provided by the developers.

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