A tiny GPT implementation as a comparison 312 lines. The model architecture, training loop, tokenization, etc, only differ in 19 lines of code. The main differences are contained within two functions (generate and get_batch). The reason to include the GPT implementation was to show how similar autoregressive LMs are to diffusion LMs on an architectural level. Only *1* line of code in the architecture needs to be modified to support masked language diffusion instead of next-token prediction (by d
0:21
FacebookMd Ismail Sojal
A tiny GPT implementation as a comparison 312 lines. The model architecture, training loop, tokenization, etc, only differ in 19 lines of code. The main differences are contained within
Md Ismail Sojal. Md Ismail Sojal · Original audio. A tiny GPT implementation as a comparison 312 lines. The model architecture, training loop, tokenization, etc, only differ in 19 lines of code. The main differences are contained within two functions (generate and get_batch). The reason to include the GPT implementation was to show how similar ...
8.6K views1 month ago
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