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Akash-Purbhi
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Model Details
Model Provider
Akash-Purbhi
Model Tree
Qwen/Qwen2.5-3B-Instruct
Input Modalities
Output Modalities
Supported Functionality
Rather than blindly regenerating or over-editing text, FRED Stage 2 performs evidence-aware selective verification:
preserve: The candidate response is factually grounded and verified against source financial tables/text.edit: Pinpoints numerical or factual hallucinations with in-place XML tags (<numerical><delete>erroneous</delete><mark>verified</mark></numerical>).abstain: Context lacks required disclosures to answer without fabricating.flag_conflict: Contradictory statements between table cells and footnotes.request_evidence: Incomplete financial disclosures or missing metrics.Qwen/Qwen2.5-3B-Instruct