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# train-text-from-scratch | |
Basic usage instructions: | |
```bash | |
# 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 | |
``` | |