Training
- Data: 65 examples (49 everyday answers, 16 Valorant term explanations)
- Method: 4-bit NF4 QLoRA; rank 16, alpha 32, dropout 0.05, all linear layers
- Trainable parameters: 33,030,144 of 4,055,498,240 (0.8145%)
- Hardware: Tesla T4
- Training: 6 epochs, 102 steps, 4m 23s
- Training loss: 1.445
Evaluation
On 12 held-out questions, exact matches to a fixed 19-term list were:
- Base: 0/12
- Base plus style prompt: 0/12
- Adapter plus same prompt: 8/12
The fixed list misses some game references in the prompted baseline, so these counts are lexical indicators, not a complete style or quality score. A single manual review found the adapter concise and broadly useful in most cases, with several awkward or weak analogies. See the accompanying take-home report for the evaluation details and limitations.
Intended use and limitations
This is a small demonstration adapter, not a general-purpose reliability improvement. It may use an awkward analogy or give incomplete advice. Verify important answers independently.