Instantly scale AI and machine learning workloads on GPU on-demand
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Technology UbiOps
April 18, 2024 / April 18, 2024 by UbiOps
Large Language Models (LLMs) are trained on vast datasets with data sourced from the public internet. But these datasets of course do not include specific datapoints regarding your business or use case. Retrieval-Augmented Generation (RAG) addresses this by dynamically incorporating your data as context in a prompt to your LLM. This way there is no […]
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Functionality Technology
January 30, 2024 / February 20, 2024 by UbiOps
Most of the open-source models available on Huggingface come pre-trained on a large corpus of publicly available data, like WebText. In general, the size of these datasets give large language models (LLMs) an adequate performance for various use cases. For some, more specific, use cases, however, more domain specific knowledge is required for the LLM […]