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Best Open-Source LLM Models in 2026: Coding, Local, Agentic AI, Benchmarks, and License
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Best Open-Source LLM Models in 2026: Coding, Local, Agentic AI, Benchmarks, and License reacted to Sri-Vigneshwar-DJ's post with š 9 months ago
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Introducing Hawky AI H1 Mini 4B: A Domain-Specific Model for Performance Marketing
Hey HuggingFace community! š
We're excited to share our first open-source release: **Hawky AI H1 Mini 4B Experimental** - a Gemma 3 4B model fine-tuned specifically for Meta advertising and performance marketing strategy.
šÆ Why We Built This
At [Hawky.ai](https://hawky.ai), we build AI-powered creative intelligence tools for performance marketers. We work with major agencies (WPP, Madison, GroupM) and brands (TVS Motors, Tanishq, Bajaj Finserv) on campaign optimization.
We wanted to explore: Can a small, domain-specific model provide expert-level guidance on performance marketing?
Specifically, we focused on Meta's Andromeda algorithm - the AI system that now powers ad delivery across Facebook and Instagram. Understanding Andromeda is crucial for modern media buying, but the knowledge is scattered and constantly evolving.
š§ What Makes This Different
Chain-of-Thought Reasoning
The model doesn't just answer - it **thinks through problems** step-by-step:
https://huggingface.co/Sri-Vigneshwar-DJ/hawky-ai-h1-mini-4b-experimental liked a model over 1 year ago
google/gemma-3-4b-itOrganizations
upvoted an article 20 days ago
reacted to Sri-Vigneshwar-DJ's post with š 9 months ago
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š¦
Introducing Hawky AI H1 Mini 4B: A Domain-Specific Model for Performance Marketing
Hey HuggingFace community! š
We're excited to share our first open-source release: **Hawky AI H1 Mini 4B Experimental** - a Gemma 3 4B model fine-tuned specifically for Meta advertising and performance marketing strategy.
šÆ Why We Built This
At [Hawky.ai](https://hawky.ai), we build AI-powered creative intelligence tools for performance marketers. We work with major agencies (WPP, Madison, GroupM) and brands (TVS Motors, Tanishq, Bajaj Finserv) on campaign optimization.
We wanted to explore: Can a small, domain-specific model provide expert-level guidance on performance marketing?
Specifically, we focused on Meta's Andromeda algorithm - the AI system that now powers ad delivery across Facebook and Instagram. Understanding Andromeda is crucial for modern media buying, but the knowledge is scattered and constantly evolving.
š§ What Makes This Different
Chain-of-Thought Reasoning
The model doesn't just answer - it **thinks through problems** step-by-step:
Sri-Vigneshwar-DJ/hawky-ai-h1-mini-4b-experimental
Hey HuggingFace community! š
We're excited to share our first open-source release: **Hawky AI H1 Mini 4B Experimental** - a Gemma 3 4B model fine-tuned specifically for Meta advertising and performance marketing strategy.
šÆ Why We Built This
At [Hawky.ai](https://hawky.ai), we build AI-powered creative intelligence tools for performance marketers. We work with major agencies (WPP, Madison, GroupM) and brands (TVS Motors, Tanishq, Bajaj Finserv) on campaign optimization.
We wanted to explore: Can a small, domain-specific model provide expert-level guidance on performance marketing?
Specifically, we focused on Meta's Andromeda algorithm - the AI system that now powers ad delivery across Facebook and Instagram. Understanding Andromeda is crucial for modern media buying, but the knowledge is scattered and constantly evolving.
š§ What Makes This Different
Chain-of-Thought Reasoning
The model doesn't just answer - it **thinks through problems** step-by-step:
Sri-Vigneshwar-DJ/hawky-ai-h1-mini-4b-experimental
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