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- ```markdown
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  ---
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  language:
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  - en
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  license: apache-2.0
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  library_name: transformers
 
 
 
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  tags:
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  - merge
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  - qwen
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- - claude-style
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- - text-generation
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- - python
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- ---
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-
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- # Qwen-Opus Hybrid LLM
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-
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- This model is a custom integration designed to leverage the high-parameter reasoning of **Qwen 3**, the refined instruction-following of **Qwen 2.5**, and the sophisticated logic structures associated with **Claude Opus 4.6**.
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-
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- ## Model Description
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- - **Developed by:** [Your Name/Org]
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- - **Base Models:** Qwen 3, Qwen 2.5
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- - **Inspiration/Logic:** Claude Opus 4.6
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- - **Language:** English
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- - **License:** Apache 2.0
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-
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- ## Key Improvements
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- - **Optimized Reasoning:** Combines the latest Qwen 3 logic for complex problem solving.
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- - **Python Expertise:** Specifically tuned for high-quality, concise Python code generation.
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- - **Instruction Adherence:** Improved response formatting following the Claude Opus style for readability and precision.
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-
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- ## Usage
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- To use this model with `transformers`, ensure you have the latest version installed:
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-
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- ```python
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- from transformers import AutoModelForCausalLM, AutoTokenizer
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-
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- model_id = "your-username/your-model-name"
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-
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- tokenizer = AutoTokenizer.from_pretrained(model_id)
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- model = AutoModelForCausalLM.from_pretrained(model_id, device_map="auto")
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-
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- prompt = "Explain how to manage kernel modules in Zorin OS using Python."
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- inputs = tokenizer(prompt, return_tensors="pt").to("cuda")
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- outputs = model.generate(**inputs, max_new_tokens=150)
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-
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- print(tokenizer.decode(outputs[0], skip_special_tokens=True))
 
 
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  ---
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  language:
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  - en
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  license: apache-2.0
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  library_name: transformers
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+ base_model:
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+ - Qwen/Qwen2.5-7B
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+ pipeline_tag: text-generation
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  tags:
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  - merge
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  - qwen
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+ - logic
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+ ---