Convert TensorFlow models to TensorFlow Lite, TensorFlow Authors, 2024 (Google) - This official guide explains the tf.lite.TFLiteConverter API, supported input formats (SavedModel, Keras, Concrete Functions), and the basic conversion workflow.
Optimize your TensorFlow Lite model, TensorFlow Authors, 2024 (Google) - This official guide details various optimization techniques for TF Lite models, especially post-training quantization strategies like dynamic range, float16, and full integer quantization, including the use of representative datasets.