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  # SAT Tutor — Qwen3-8B adapter
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  A QLoRA fine-tune of `Qwen/Qwen3-8B` that tutors for the SAT (math + reading & writing).
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  Trained on ~17k SAT-style examples (60% math, 40% reading & writing), one epoch,
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  2048-token training length, with full step-by-step solutions plus hint-style answers.
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  - SAT-focused: off-topic questions get base-model-quality answers at best.
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  - Reading & writing trails math — see the eval table above.
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  - It can still make mistakes — double-check the math against the steps shown.
 
 
 
 
 
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  # SAT Tutor — Qwen3-8B adapter
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+ by **AGK FIRE INC**
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  A QLoRA fine-tune of `Qwen/Qwen3-8B` that tutors for the SAT (math + reading & writing).
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  Trained on ~17k SAT-style examples (60% math, 40% reading & writing), one epoch,
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  2048-token training length, with full step-by-step solutions plus hint-style answers.
 
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  - SAT-focused: off-topic questions get base-model-quality answers at best.
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  - Reading & writing trails math — see the eval table above.
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  - It can still make mistakes — double-check the math against the steps shown.
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+ ---
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+ © 2026 AGK FIRE INC. Released under Apache 2.0.