Just released a new dataset designed for training reasoning models on Meta (Facebook/Instagram) advertising fatigue detection!
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Just released a new dataset designed for training reasoning models on Meta (Facebook/Instagram) advertising fatigue detection!
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What is it? A GRPO (Group Relative Policy Optimization) training dataset with 200+ carefully crafted scenarios covering:
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What is it? A GRPO (Group Relative Policy Optimization) training dataset with 200+ carefully crafted scenarios covering:
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🔍 Fatigue Signal Detection: CTR drops, CPM spikes, frequency analysis
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🔍 Fatigue Signal Detection: CTR drops, CPM spikes, frequency analysis
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🩺 Performance Diagnosis: Root cause analysis frameworks
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🩺 Performance Diagnosis: Root cause analysis frameworks
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📋 Strategy: Creative refresh cadence, testing frameworks
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📋 Strategy: Creative refresh cadence, testing frameworks
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📊 Analysis: ROI calculations, metric interpretation
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📊 Analysis: ROI calculations, metric interpretation
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Why GRPO? GRPO training helps models learn structured reasoning. Each response follows the <thinking> and <answer> format.
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Why GRPO? GRPO training helps models learn structured reasoning. Each response follows the <thinking> and <answer> format.
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Check it out here: 
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Check it out here: 
https://huggingface.co/datasets/Sri-Vigneshwar-DJ/meta-fatigue-grpo-dataset
Sri-Vigneshwar-DJ/meta-fatigue-grpo-dataset
dataset
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https://huggingface.co/datasets/Sri-Vigneshwar-DJ/meta-fatigue-grpo-dataset
Just released a new dataset designed for training reasoning models on Meta (Facebook/Instagram) advertising fatigue detection!

What is it? A GRPO (Group Relative Policy Optimization) training dataset with 200+ carefully crafted scenarios covering:

🔍 Fatigue Signal Detection: CTR drops, CPM spikes, frequency analysis
🩺 Performance Diagnosis: Root cause analysis frameworks
📋 Strategy: Creative refresh cadence, testing frameworks
📊 Analysis: ROI calculations, metric interpretation
Why GRPO? GRPO training helps models learn structured reasoning. Each response follows the <thinking> and <answer> format.

Check it out here: https://huggingface.co/datasets/Sri-Vigneshwar-DJ/meta-fatigue-grpo-dataset
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Gtmix John6666