ReySajju742/Shaista-pro

TEXT GENERATIONConcurrency Cost:1Model Size:8BQuant:FP8Ctx Length:8kPublished:Jan 31, 2026License:apache-2.0Architecture:Transformer Open Weights Cold

ReySajju742/Shaista-pro is an 8 billion parameter causal language model, fine-tuned from Qalb-1.0-8B-Instruct (based on Llama-3 8B), with a context length of 8,192 tokens. Developed by ReySajju742, this model is primarily optimized for high-quality Urdu text generation, logical reasoning, poetry creation, and instruction following, while also supporting English. It provides full model weights for robust performance in Urdu natural language processing tasks.

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Shaista-pro: An Urdu-Optimized 8B Language Model

Shaista-pro is an 8 billion parameter causal language model developed by ReySajju742, fine-tuned from the Qalb-1.0-8B-Instruct base model, which itself is built upon Llama-3 8B. This model is specifically designed to excel in Urdu language tasks, offering full model weights (16.1 GB) for comprehensive deployment.

Key Capabilities

  • High-Quality Urdu Text Generation: Optimized for creating fluent and contextually relevant Urdu text.
  • Logical Reasoning in Urdu: Demonstrates strong performance in understanding and responding to complex logical queries.
  • Urdu Poetry Generation: Capable of generating creative and coherent Urdu poetry.
  • Instruction Following: Effectively processes and executes instructions provided in Urdu.
  • Multilingual Support: While primarily focused on Urdu, it also offers secondary support for English.

Good for

  • Developers and researchers working on Urdu-centric NLP applications.
  • Applications requiring nuanced Urdu text generation, such as content creation or chatbots.
  • Projects involving logical reasoning or creative writing in the Urdu language.
  • Integrating a robust Urdu language model into various platforms with its full weight availability.