The python file named finetune.py contains the hyperparameters of the LLaMA model, like batch size, number of epochs, learning rate (LR), etc., which you can play with. Running finetune.py is not compulsory. Otherwise, the executor file reads the foundation model and weights from tloen/alpaca-lora-7b.

The python file named generate.py will read the Hugging Face model and LoRA weights from tloen/alpaca-lora-7b. It runs a user interface using Gradio, where the user can write a question in a textbox and receive the output in a separate textbox.


Download Stanford Alpaca


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As a graduate student, Dr. Pleiner established an on-site alpaca farm and developed techniques to engineer alpaca-derived nanobodies as precision tools for structural and cellular biology. One example of this work was the development of anti-lgG secondary nanobodies that replace conventional animal-derived secondary antibodies. This work was awarded the Animal Welfare Research Prize by the German government.

At Stanford, the Pleiner laboratory will combine mechanistic cell biology, biochemistry, and protein engineering to dissect the pathways and molecular machines that mature human membrane proteins to a fully functional state. Dr. Pleiner will also develop alpaca-derived nanobodies as synthetic biology tools to modulate intracellular pathways that globally regulate protein homeostasis in health and disease.

"The things you could buy were very strange. You could buy beef jerky and you could buy alpaca wool socks," says Davis, who tried spending Bitcoins. He used his to check into a Howard Johnson's near Disneyland, a transaction made possible because the owner's son is a Bitcoin miner. (They didn't tell Mom.) ff782bc1db

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