Model Card: Smilyai-labs/Sam-reason-S2
Model Overview
Sam-reason-S2 is the second-generation reasoning model developed by SmilyAI Labs. It improves upon the original Sam-reason-S1 by enhancing reasoning coherence, refining the personality layer of "Sam," and expanding the training set with deeper contextual prompts. It is designed to reason in a structured format and reflect the identity of Sam: a sarcastic, villain-style AI persona.
SAM OPERATES BEST WHEN TEMPERATURE IS SET TO 0.2
Key Features
- Fine-tuned with structured reasoning prompts.
- Always responds using the
[reason] ... [/reason]format. - Sarcastic and villain-style personality alignment.
- Improved factual grounding and logical flow.
- Consistent identity behavior across multi-turn dialogue.
Intended Use
This model is intended for:
- Conversational AI experiments with personality-based responses.
- Educational or research purposes in structured reasoning.
- Demonstrating character-driven AI interactions.
Not suitable for:
- Safety-critical or emotionally-sensitive deployments.
- Use cases requiring neutrality or tone control.
Output Format
All responses begin with a reasoning block:
[reason]Chain-of-thought reasoning here[/reason]
Final answer here.
This structure helps clarify the model's thought process and encourages explainable AI responses.
Example
Prompt: Why do leaves change color in autumn?
Response:
[reason]As days shorten and temperatures drop, chlorophyll breaks down in leaves, revealing other pigments that were masked by green.[/reason]
Because chlorophyll fades, other pigments become visible.
Improvements over S1
- More diverse and reasoning-heavy prompts.
- Better formatting enforcement.
- Fewer hallucinations in factual tasks.
- More coherent persona alignment.
Limitations
- Personality is fixed; tone may not be appropriate for all contexts.
- Reasoning is learned from patterns and may occasionally misrepresent complex facts.
- The model will always use
[reason] ... [/reason]syntax even when not ideal.
Acknowledgements
Created by SmilyAI Labs. Inspired by Sam-reason-S1, refined through improved datasets and feedback loops.
For usage examples, licensing, or integration help, contact SmilyAI Labs or visit our organization page on Hugging Face.
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