History

goerch b08e75baea Fixing the last deviations from sentencepiece indicated by test-tokenizer-1 (#3170 ) * Fix für #2721 * Reenable tokenizer test for LLaMa * Add `console.cpp` dependency * Fix dependency to `common` * Fixing wrong fix. * Make console usage platform specific Work on compiler warnings. * Adapting makefile * Remove trailing whitespace * Adapting the other parts of the makefile * Fix typo. * Fixing the last deviations from sentencepiece indicated by test-tokenizer-1 * Simplify logic * Add missing change... * Fix ugly compiler warning * llama_tokenize should accept strings containing NUL now * Adding huichen's test case		2023-09-16 13:41:33 +02:00
..
CMakeLists.txt	cmake : install targets (#2256 )	2023-07-19 10:01:11 +03:00
convert-train-checkpoint-to-gguf.py	scripts: Use local gguf package when running from repo (#2927 )	2023-08-31 16:49:24 -06:00
README.md	train : mem usage and other improvements (#2439 )	2023-08-28 22:51:47 +03:00
train-text-from-scratch.cpp	Fixing the last deviations from sentencepiece indicated by test-tokenizer-1 (#3170 )	2023-09-16 13:41:33 +02:00

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-llama.gguf \
        --ctx 64 --embd 256 --head 8 --layer 16 \
        --checkpoint-in  chk-shakespeare-256x16.gguf \
        --checkpoint-out chk-shakespeare-256x16.gguf \
        --model-out ggml-shakespeare-256x16-f32.gguf \
        --train-data "shakespeare.txt" \
        -t 6 -b 16 --seed 1 --adam-iter 256 \
        --no-checkpointing

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