Introducing Hawky-AI H1 4B PM: The First Open-Source LLM for Performance Marketing 🎯
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Introducing Hawky-AI H1 4B PM: The First Open-Source LLM for Performance Marketing 🎯
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Hey HF Community! 👋
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Hey HF Community! 👋
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Just released the first LLM fine-tuned specifically for Performance Marketing.
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Just released the first LLM fine-tuned specifically for Performance Marketing.
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What is it?
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What is it?
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Gemma 3 4B distilled from Claude Opus 4.5 with expert-level marketing knowledge.
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Gemma 3 4B distilled from Claude Opus 4.5 with expert-level marketing knowledge.
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Covers:
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Covers:
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📱 Meta Ads (campaign structure, bidding, scaling, creative fatigue)
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📱 Meta Ads (campaign structure, bidding, scaling, creative fatigue)
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🔍 Google Ads (Quality Score, Performance Max, lead gen)
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🔍 Google Ads (Quality Score, Performance Max, lead gen)
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📊 Measurement (ROAS vs MER, incrementality, LTV:CAC)
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📊 Measurement (ROAS vs MER, incrementality, LTV:CAC)
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🎨 Creative Strategy (hook rates, A/B testing, funnel creative)
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🎨 Creative Strategy (hook rates, A/B testing, funnel creative)
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Why we built it:
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Why we built it:
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Generic LLMs say "optimize your targeting" — not helpful. This model gives specific frameworks like "frequency at 4.5 + CTR drop = creative fatigue, here's the fix..."
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Generic LLMs say "optimize your targeting" — not helpful. This model gives specific frameworks like "frequency at 4.5 + CTR drop = creative fatigue, here's the fix..."
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Technical:
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Technical:
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Base: Gemma 3 4B
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Base: Gemma 3 4B
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Method: QLoRA (r=64)
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Method: QLoRA (r=64)
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Teacher: Claude Opus 4.5
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Teacher: Claude Opus 4.5
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🔗 Model: 
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🔗 Model: 
https://huggingface.co/Sri-Vigneshwar-DJ/hawky-ai-H1-4b-PM
Sri-Vigneshwar-DJ/hawky-ai-H1-4b-PM
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https://huggingface.co/Sri-Vigneshwar-DJ/hawky-ai-H1-4b-PM
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Built by Hawky.ai
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Built by Hawky.ai
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Try it and let us know what you think! 🚀
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Try it and let us know what you think! 🚀
Introducing Hawky-AI H1 4B PM: The First Open-Source LLM for Performance Marketing 🎯

Hey HF Community! 👋

Just released the first LLM fine-tuned specifically for Performance Marketing.
What is it?
Gemma 3 4B distilled from Claude Opus 4.5 with expert-level marketing knowledge.
Covers:
📱 Meta Ads (campaign structure, bidding, scaling, creative fatigue)
🔍 Google Ads (Quality Score, Performance Max, lead gen)
📊 Measurement (ROAS vs MER, incrementality, LTV:CAC)
🎨 Creative Strategy (hook rates, A/B testing, funnel creative)
Why we built it:
Generic LLMs say "optimize your targeting" — not helpful. This model gives specific frameworks like "frequency at 4.5 + CTR drop = creative fatigue, here's the fix..."
Technical:

Base: Gemma 3 4B
Method: QLoRA (r=64)
Teacher: Claude Opus 4.5

🔗 Model: https://huggingface.co/Sri-Vigneshwar-DJ/hawky-ai-H1-4b-PM
Built by Hawky.ai

Try it and let us know what you think! 🚀
👀
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