add llm train

This commit is contained in:
lyuxiang.lx
2025-02-07 17:17:12 +08:00
parent 2a3e033ee1
commit 79b7dff8d2
3 changed files with 68 additions and 3 deletions

View File

@@ -169,7 +169,7 @@ sort: !name:cosyvoice.dataset.processor.sort
sort_size: 500 # sort_size should be less than shuffle_size
batch: !name:cosyvoice.dataset.processor.batch
batch_type: 'dynamic'
max_frames_in_batch: 2500
max_frames_in_batch: 2000
padding: !name:cosyvoice.dataset.processor.padding
use_spk_embedding: False # change to True during sft

View File

@@ -7,7 +7,7 @@ stop_stage=3
data_url=www.openslr.org/resources/60
data_dir=/mnt/lyuxiang.lx/data/tts/openslr/libritts
pretrained_model_dir=/mnt/lyuxiang.lx/data/tts/models/IIC/CosyVoice2-0.5B/
pretrained_model_dir=../../../pretrained_models/CosyVoice2-0.5B
if [ ${stage} -le -1 ] && [ ${stop_stage} -ge -1 ]; then
echo "Data Download"
@@ -86,7 +86,7 @@ if [ ${stage} -le 5 ] && [ ${stop_stage} -ge 5 ]; then
cat data/{train-clean-100,train-clean-360,train-other-500}/parquet/data.list > data/train.data.list
cat data/{dev-clean,dev-other}/parquet/data.list > data/dev.data.list
# NOTE will update llm/hift training later
for model in flow; do
for model in llm flow; do
torchrun --nnodes=1 --nproc_per_node=$num_gpus \
--rdzv_id=$job_id --rdzv_backend="c10d" --rdzv_endpoint="localhost:1234" \
cosyvoice/bin/train.py \