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Home Insights All authors Pavlo Marchenko
Pavlo Marchenko

Pavlo Marchenko

Pavlo Marchenko is an experienced Software Engineering Consultant with 9 years of software development expertise, including over 6 years in Big Data and Machine Learning. He has a proven track record of success, delivering significant data-intensive projects for companies like Apple, Veon, Grid Dynamics, and Genuine Parts Company.

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Technology background to represent large language model communication
Article
LLMOps blueprint for open-source large language models
Artificial intelligence
Data and ML platforms
+1
Article LLMOps blueprint for open-source large language models

Deploying open-source large language models (LLMs) like Mixtral-8x7B, Mistral, and Llama 2 requires a significantly different LLMOps architecture compared to using closed-source models from providers like OpenAI, Google, and Anthropic, even though data vectorization, embeddings creation and observa...

Artificial intelligence
Data and ML platforms
+1

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