# Technical Document Extraction
## Textual Analysis (Section a)
**Question**: What is the answer to 2 plus 3?
### Model Responses
1. **DeepSeek-R1-Distill-Qwen-7B**
- **Token Count**: 672
- **Solution**: 5
- **Reasoning**:
- Explains basic addition: "2 + 3 = 5" via counting (2 + 1 = 3, 3 + 1 = 4, 4 + 1 = 5).
- Uses number line analogy: starting at 2 and moving 3 units right lands on 5.
- Concludes definitively: "2 plus 3 is 5."
2. **SBT-Qwen-7B**
- **Token Count**: 211
- **Solution**: 2
- **Reasoning**:
- Misinterprets "plus" as concatenation: "2 + 3" becomes "23."
- Uses apple-counting analogy: starts with 2 apples, adds 3, but incorrectly concludes "2" (contradicts own logic).
- Final statement: "Is it 5?" (self-contradictory).
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## Chart Analysis (Section b)
**Title**: Token Count vs. Accuracy Comparison
**Legend**:
- **Blue**: OpenR1-Math
- **Green**: OpenR1-Math-
- **Red**: SBT-E
- **Star**: SBT-D
### Axes
- **X-Axis (Models)**:
- AIME24, AIME25, AMC3, MATH500, GSM8K
- **Y-Axes**:
- **Left (Token Count)**: 0–7500 (log scale)
- **Right (Accuracy)**: 0–0.8 (linear scale)
### Data Points & Trends
1. **Token Count (Blue Bars)**:
- Decreases left-to-right:
- AIME24: ~7500
- AIME25: ~7000
- AMC3: ~4500
- MATH500: ~3000
- GSM8K: ~500
2. **Accuracy (Colored Markers)**:
- Increases left-to-right:
- AIME24: ~0.1 (blue)
- AIME25: ~0.2 (green)
- AMC3: ~0.5 (red)
- MATH500: ~0.6 (green)
- GSM8K: ~0.8 (star)
### Spatial Grounding & Cross-Reference
- **Legend Position**: Top-right corner.
- **Color Matching**:
- Blue (OpenR1-Math) aligns with AIME24/AIME25 bars.
- Green (OpenR1-Math-) aligns with AMC3/MATH500 markers.
- Red (SBT-E) aligns with AMC3.
- Star (SBT-D) aligns with GSM8K’s highest accuracy.
### Key Observations
- **Token Count**: Models with higher accuracy (e.g., GSM8K) use fewer tokens.
- **Accuracy**: SBT-D (star) achieves ~0.8 accuracy, outperforming all others.
- **Trend Verification**:
- Token count slopes downward (left-to-right).
- Accuracy slopes upward (left-to-right).
---
## Notes
- **Language**: All text is in English.
- **Contradictions**: SBT-Qwen-7B’s answer (2) conflicts with standard arithmetic (5).
- **Data Integrity**: All legend colors and axis labels are explicitly mapped to chart elements.
