Polando-v3-1.7b-THINKING-PREVIEW

Polando v3 (1.7B) - Preview

⚠️ Important Note: This is a preview version. It is still under development, so you might encounter bugs, errors, or unexpected outputs.

Fine-tuned on Polish conversational and reasoning datasets, this version introduces reasoning capabilities and upgrades the base architecture to Qwen3-1.7B.

---

Key Improvements

• Reasoning Capabilities: Added support for reasoning and structured thinking (Chain-of-Thought).
• New Base Architecture: Upgraded to the Qwen3-1.7B framework.
• Better Logic: Enhanced problem-solving abilities compared to the previous 1.5B version.
• Identity Note: It is a fine-tuned Qwen, so it may still state its name is Qwen.

---

Technical Specifications

---

Recommended Generation Parameters

generation_config = {
    "max_new_tokens": 1024,        # Increased to allow room for the reasoning process
    "min_new_tokens": 1,
    "do_sample": True,
    "temperature": 0.2,            # Low temperature recommended for stable reasoning
    "top_p": 0.85,
    "repetition_penalty": 1.15
}