Understanding how the model weights the importance of different words in a sequence.
Using PPO or DPO (Direct Preference Optimization) to align the model with human values and safety. 5. Deployment and Optimization build a large language model from scratch pdf full
Training on high-quality instruction-following datasets. Understanding how the model weights the importance of
Reducing 32-bit or 16-bit weights to 4-bit or 8-bit to run on consumer hardware (using GGUF or EXL2 formats). build a large language model from scratch pdf full
Understanding how the model weights the importance of different words in a sequence.
Using PPO or DPO (Direct Preference Optimization) to align the model with human values and safety. 5. Deployment and Optimization
Training on high-quality instruction-following datasets.
Reducing 32-bit or 16-bit weights to 4-bit or 8-bit to run on consumer hardware (using GGUF or EXL2 formats).