Opper

Context Reasoning

Context understanding and reasoning tasks test accurate answers grounded in provided context. This capability is essential for knowledge-base support bots, policy lookup systems, and internal knowledge Q&A applications. Models are evaluated on their ability to provide accurate answers that are properly grounded in the given context rather than hallucinating information.

Context Reasoning – fireworks/qwen3-coder-480b-a35b-instruct Task | Opper AI

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Output Tokens

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Context

Input

Based on these journals what medications are prescribed for asthma, and what are prescribed for neumonia?

Expected output

Asthma: Budesonide (inhaled corticosteroid, maintenance treatment), Salbutamol (Ventolin) (short-acting beta-agonist rescue inhaler) ; Pneumonia: Cefotaxime (IV antibiotic), Doxycycline (oral antibiotic), Amoxicillin-clavulanate (oral antibiotic after discharge)

Model output

For asthma, the prescribed medications are Budesonide 200 mcg (inhaled corticosteroid, 1 puff twice daily) and Salbutamol (Ventolin) inhaler 100 mcg (short-acting beta-agonist, as needed). For pneumonia, the prescribed medications during treatment included IV Cefotaxime 1 g every 8 hours, oral Doxycycline 100 mg twice daily (initially), and later Amoxicillin-clavulanate 875/125 mg twice daily for 5 days after discharge.