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Mastering MLOps with W&B and Microsoft's Phi-2: A Deep Dive into Advanced Language Models

Microsoft Reactor
115K subscribers
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574 views Streamed 1 year ago #mlops #nlp #weightsandbiases
Join us for a comprehensive session exploring the integration of Weights & Biases (W&B) with GitOps in the context of Microsoft's Phi-2 language model. We'll delve into the intricacies of fine-tuning language models, employing W&B for tracking and analysis, and leveraging GitOps for enhanced continuous integration and delivery (CI/CD) in machine learning operations (MLOps). The workshop includes practical demonstrations on how to utilize W&B for meticulous tracking, analysis, and comparison of model performance. This technical session is designed to provide attendees with actionable insights and advanced knowledge for optimizing NLP models and MLOps workflows. #mlops #weightsandbiases #phi2 #microsoftreactor #nlp [eventID:21742] ...more
...more
Mastering MLOps with W&B and Microsoft's Phi-2: A Deep Dive into Advanced Language Models
Join us for a comprehensive session exploring the integration of Weights & Biases (W&B) with GitOps in the context of Microsoft's Phi-2 language model. We'll delve into the intricacies of fine-tuning language models, employing W&B for tracking and analysis, and leveraging GitOps for enhanced continuous integration and delivery (CI/CD) in machine learning operations (MLOps). The workshop includes practical demonstrations on how to utilize W&B for meticulous tracking, analysis, and comparison of model performance. This technical session is designed to provide attendees with actionable insights and advanced knowledge for optimizing NLP models and MLOps workflows. #mlops #weightsandbiases #phi2 #microsoftreactor #nlp [eventID:21742]

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Microsoft Reactor

115K subscribers
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