Smilyai-labs/Sam-reason-A3

Hugging Face
TEXT GENERATIONConcurrent Unit Cost:1Model Size:2BQuant:BF16Context Size:32kTool Calling:SupportedPublished:Jun 18, 2025Architecture:Transformer0.0K Featherless Exclusive Warm

Sam-reason-A3 is an experimental language model developed by Smilyai-labs, fine-tuned on a private dataset. This model is an internal practice experiment, offering a glimpse into Smilyai-labs' fine-tuning capabilities. While available for testing, Smilyai-labs suggests their Nova-1 series for more robust applications.

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Sam-reason-A3: An Experimental Fine-tuned Model

Sam-reason-A3 is an experimental language model developed by Smilyai-labs. It was created as a small internal practice, fine-tuning a Qwen base model on a private dataset. This model represents an exploration into specialized fine-tuning techniques within Smilyai-labs.

Key Characteristics

  • Experimental Nature: Developed primarily for internal practice and learning.
  • Fine-tuned Qwen: Based on the Qwen architecture, enhanced with a private dataset.
  • Developer Insight: Offers a look into Smilyai-labs' approach to model customization.

Use Cases

While Sam-reason-A3 is an internal experiment, users are welcome to try it out. However, for more comprehensive and production-ready applications, Smilyai-labs recommends their Nova-1 series of models, which are their primary novel offerings.