Fine-Tuning LLMs with LoRA and QLoRA in Python, A Complete Guide
Fine-tune LLMs with LoRA and QLoRA in Python. Complete guide covering memory math, PEFT setup, 4-bit QLoRA, adapter merging, and common mistakes...
Deep Learning tutorials from Machine Learning Plus: hands-on guides with worked examples and code you can read, copy and run. Start with the fundamentals and work through to the applied posts in the Machine Learning track.
Fine-tune LLMs with LoRA and QLoRA in Python. Complete guide covering memory math, PEFT setup, 4-bit QLoRA, adapter merging, and common mistakes...
Learn how to fine-tune large language models with LoRA in Python using PEFT and TRL, covers LoraConfig, QLoRA, SFTTrainer, model merging, and common...
Learn how to implement a simple linear regression in Tensorflow 2.0 using the Gradient Tape API very clearly.
tf.function is a decorator function provided by Tensorflow 2.0 that converts regular python code to a callable Tensorflow graph function, which is...
Compare the deep learning frameworks: Tensorflow vs Pytorch. We will go into the details behind how TensorFlow 1.x, TensorFlow 2.0 and PyTorch...