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This project comes from the author of wyhash, which is now the default hashing algorithm in Go, Zig etc. What's lacking is more information about the project.
by kgeist 3y ago
This project comes from the author of wyhash, which is now the default hashing algorithm in Go, Zig etc.
What's lacking is more information about the project. I was able to compile it and just started training on GPU, but I have no idea what's going on, when it will end, and what the characteristics are in general. Currently the only output I get is:
./train book-war-and-peace.txt
book-war-and-peace.txt 3.05397 1
para 1679360
32 1.3654 206.1985
I guess I need to dive into the source code in the meantime :)
- hskalin 3y ago2.5 years of effort but the author certainly didn't spend even 2.5 mins writing code for more descriptive outputs. Meanwhile I'm also training in order to find how well it works but I only have a small GPU. I would appreciate if someone could provide a trained model.
- kgeist 3y agoSo it's a character-based model (makes sense, because there's no tokenizer to be found). The model file is 3.3 MB Output after 3 hours of training (loss = 0.4160): hello, the sounds of the rain assistants. In provations which had been banitz had taken step in, the spirit of the crowd, and the right winot to scrap on , Valuex, one of marks othhhanled me in a most powerful power. The other Augun had been in commands among that guests, the regiments were placed by imists, and science of irritation, but or thoughts that he would never cease to point before meant in the losses were discussing, and at once she had lived in the church. From the looks of it, it's similar to MinGPT/nanoGPT (I found a Reddit thread [0] where the author compares it to MinGPT) [0] https://www.reddit.com/r/MachineLearning/comments/o2u2cm/pwygpt_improved_small_gpt_model_in_c_from_scratch/ https://www.reddit.com/r/MachineLearning/comments/o2u2cm/pwy...