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Jun 07, 2024
1 min read

Finetuned PaliGemma

Developed a machine learning model for image and text processing using JAX and NumPy
  • Developed a machine learning model for image and text processing using JAX and NumPy. The project involved creating a custom data iterator and training loop, handling complex data types, and optimizing for performance.
  • Implemented the training loop, including batch processing and model optimization.Debugged and resolved issues related to data types and array sharding.
  • Successfully trained the model to process and analyze complex datasets.Optimized the training loop to handle large batches efficiently.Achieved significant improvements in data processing speed and model accuracy.