Hello,
Fine-tuning your own large language model is the best way to achieve state-of-the-art results, even better than ChatGPT or GPT-4, especially if you fine-tune a modern AI model like LLaMA, OpenLLaMA, or XGen.
Properly fine-tuning these models is not necessarily easy though, so I made an A to Z tutorial about fine-tuning these models with JAX on both GPUs and TPUs, using the EasyLM library.
Here it is: https://nlpcloud.com/how-to-fine-tune-llama-openllama-xgen-with-jax-on-tpu-gpu.html
I hope it will be helpful! If you think that something is missing in this tutorial please let me know!
Julien
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