Machine learning is no longer a research buzzword. It powers predictive maintenance for industrial assets, smart‑home experiences, anomaly detection in …
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Artificial IntelligenceMachine LearningSoftware Development
LangSmith – A Comprehensive Platform to Develop, Test, Debug, Evaluate and Deploy Language Model-Powered Applications
byLangSmith provides developers with an easy way to construct and deploy production-grade language models and AI applications. It simplifies development, …
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Artificial IntelligenceMachine Learning
Chain-of-Thought Prompting Improves the Ability of Large Language Models (LLMs) to Think
byHumans tend to approach problems by breaking them down into several intermediate steps before arriving at their final solution. Chain-of-thought …
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Data augmentation is used to increase the size and diversity of datasets, in order to combat overfitting and enhance model …
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Diffusion models are an eminently effective form of artificial intelligence (AI) currently taking the internet by storm. Their purpose is …
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Businesses of all sizes can leverage advanced speech AI for competitive edge. From improving customer experiences with tailored virtual assistants …
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LoRA reduces the number of parameters necessary to fine-tune models, which helps cut training costs and GPU memory requirements by …
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Artificial IntelligenceMachine Learning
Parameter-Efficient Fine-Tuning (PEFT) for Large Language Models
byPEFT is an approach for improving the performance of large language models on particular downstream tasks by tweaking only a …
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Artificial IntelligenceMachine Learning
Retrieval-Augmented Generation (RAG) Improves the Reliability and Accuracy of Large Language Models
byLarge language models (LLMs) tend to remain “frozen in time”, without current context and may lead to hallucinations. Meta AI …
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Artificial IntelligenceMachine Learning
LangChain – A Framework That Simplifies the Development of Large Language Models
byLangchain is a framework that simplifies application development that utilizes large language models. It contains modules for prompt templates, chains …
