History

David Yang 92f20d9942 train : get raw text instead of page with html (#1905 ) We probably want to train using just the text of Shakespeare instead of the html of the page displaying his work.		2023-06-17 09:51:54 +03:00
..
CMakeLists.txt	train : improved training-from-scratch example (#1652 )	2023-06-13 22:04:40 +03:00
README.md	train : get raw text instead of page with html (#1905 )	2023-06-17 09:51:54 +03:00
train-text-from-scratch.cpp	build : fix and ignore MSVC warnings (#1889 )	2023-06-16 21:23:53 +03:00

README.md

train-text-from-scratch

Basic usage instructions:

# get training data
wget https://raw.githubusercontent.com/brunoklein99/deep-learning-notes/master/shakespeare.txt

# train
./bin/train-text-from-scratch \
        --vocab-model ../models/ggml-vocab.bin \
        --ctx 64 --embd 256 --head 8 --layer 16 \
        --checkpoint-in  chk-shakespeare-256x16.bin \
        --checkpoint-out chk-shakespeare-256x16.bin \
        --model-out ggml-shakespeare-256x16-f32.bin \
        --train-data "shakespeare.txt" \
        -t 6 -b 16 -n 32 --seed 1 --adam-iter 16 \
        --print-details-interval 0 --predict 16 --use-flash

# predict
./bin/main -m ggml-shakespeare-256x16-f32.bin