Remove BERT Remove Data Scarcity Remove Prompt Engineer
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Achieving accurate image segmentation with limited data: strategies and techniques

deepsense.ai

Prompt engineering : the provided prompt plays a crucial role, especially when dealing with compound nouns. By using “car lamp” as a prompt, we are very likely to detect cars instead of car lamps. The first concept is prompt engineering. Text: The model accepts text prompts. Source: [link].

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Achieving accurate image segmentation with limited data: strategies and techniques

deepsense.ai

Prompt engineering : the provided prompt plays a crucial role, especially when dealing with compound nouns. By using car lamp as a prompt, we are very likely to detect cars instead of car lamps. The first concept is prompt engineering. Text: The model accepts text prompts. Source: [link].

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Small but Mighty: The Enduring Relevance of Small Language Models in the Age of LLMs

Marktechpost

The pre-train and fine-tune paradigm, exemplified by models like ELMo and BERT, has evolved into prompt-based reasoning used by the GPT family. Techniques like Uprise and DaSLaM use lightweight retrievers or small models to optimize prompts, break down complex problems, or generate pseudo labels.

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