Introducing AdLLM Spark: The Pinnacle of Advertising Language Models
sarang pohare Jain
Chief Executive Officer at BADA WHOLESALE TECHNOLOGY PRIVATE LIMITED
Table of Contents
Unveiling Large Language Models
The Distinctive Brilliance of AdLLM Spark
AdLLM Spark’s Triumph Over ChatGPT by 60%
Evaluating AdLLM Spark’s Capabilities
Conclusion
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Large language models, such as ChatGPT, exhibit remarkable utility for general applications. However, for domains where precision is paramount, like advertising, specialized AI models are imperative. Hence, at AdCreative.ai, we are thrilled to introduce AdLLM Spark — the inaugural large language model designed specifically for advertising. We envision AdLLM Spark revolutionizing the industry by crafting potent ad copy that elevates engagement and amplifies customer conversion.
Starting July 15th, all AdCreative.ai users will receive a complimentary upgrade, irrespective of their subscription tier.
Let’s delve into what constitutes a large language model (LLM).
1. Unveiling Large Language Models
A large language model (LLM) represents a subset of artificial intelligence that leverages machine learning to comprehend and generate human language. These models are trained on extensive text corpora and can execute a myriad of language-centric tasks. ChatGPT is a quintessential example, excelling in assisting with daily tasks.
2. The Distinctive Brilliance of AdLLM Spark
AdLLM Spark, akin to OpenAI’s ChatGPT or Google’s Gemini, is a formidable large language model, albeit one trained on over 840 million high-conversion ad texts. This extensive dataset empowers AdLLM to produce ad texts that drive conversions, marking it as the world’s first large language model for advertising. Built on the Llama-3–70B framework, AdLLM Spark underwent over 1,000 hours of training on Nvidia H100 graphics cards, utilizing a dataset comprising 1.5 billion tokens of high-conversion-rate ad texts from major platforms like Facebook, Instagram, Google, YouTube, LinkedIn, Microsoft, Pinterest, and TikTok.
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Moreover, AdLLM Spark’s training on the planet’s most extensive cross-platform high-converting ads dataset, coupled with the Nvidia Inception team’s guidance, endows it with advanced logic capabilities and proficiency in over 40 languages.
3. AdLLM Spark’s Triumph Over ChatGPT by 60%
AdLLM Spark distinguishes itself in the marketplace through its advertising-specific fine-tuning. While models like ChatGPT or Gemini excel in everyday tasks, they lack specialization in generating high-converting ad texts.
AdLLM Spark’s unique training dataset, sourced from eight prominent ad platforms, includes 840 million lines of instructions, ad copies, target audiences, and performance metrics. This comprehensive database enables AdLLM to discern optimal practices for each platform, delivering high-conversion ad texts tailored to specific audiences.
After 1,000 hours of training using Nvidia H100 graphics cards and the Llama-3–70B base, AdLLM Spark consistently generated high-quality ad texts. This assertion was validated through the Real World Ad Performance Benchmark (AdPerf-bench).
Presented with 10,000 previously published ad texts excluded from its training dataset and devoid of performance metrics, AdLLM predicted each ad text’s performance with over 90% accuracy — surpassing ChatGPT by 60% and outperforming other market models, including Google’s Gemini, by at least 70%.
4. Evaluating AdLLM Spark’s Capabilities
AdLLM Spark will be exclusively accessible via the AdCreative.ai application and through Semrush.
July 15th, 2024: All AdCreative.ai users will be upgraded to AdLLM Spark at no cost. July 30th, 2024: AdLLM Spark will be available through our Public API, facilitating seamless integration with numerous products and workflows. Conclusion
AdLLM Spark represents the inaugural iteration of this groundbreaking model, with further advancements anticipated as we expand our dataset and refine our models. This new tool promises to revolutionize ad performance, offering customized, high-ROI ad texts.
Embark on this journey today. Harness the power of AdLLM Spark to scale your advertising campaigns with data-driven, high-performance ad texts.
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Explore our lab to uncover more about AdLLM Spark.