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fix style, add kto data sample

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YeAnbang
2024-07-18 08:38:56 +00:00
parent 845ea7214e
commit 544b7a38a1
11 changed files with 68 additions and 53 deletions
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30
applications/ColossalChat/examples/training_scripts/train_kto.sh
View File

@@ -16,23 +16,23 @@ set_n_least_used_CUDA_VISIBLE_DEVICES() {
set_n_least_used_CUDA_VISIBLE_DEVICES 4
PROJECT_NAME="kto"
PARENT_SAVE_DIR="/home/nvme-share/home/yeanbang/data/experiments/kto/checkpoint" # Path to a folder to save checkpoints
PARENT_TENSORBOARD_DIR="/home/nvme-share/home/yeanbang/data/experiments/kto/log" # Path to a folder to save logs
PARENT_CONFIG_FILE="/home/nvme-share/home/yeanbang/data/experiments/kto/log" # Path to a folder to save training config logs
PRETRAINED_MODEL_PATH="/home/nvme-share/home/yeanbang/data/model/hh_rlhf_sheared_llamasft-2024-07-17-07-29-29/modeling" # huggingface or local model path
PRETRAINED_TOKENIZER_PATH="/home/nvme-share/share/models/Sheared-LLaMA-1.3B" # huggingface or local tokenizer path
PARENT_SAVE_DIR="" # Path to a folder to save checkpoints
PARENT_TENSORBOARD_DIR="" # Path to a folder to save logs
PARENT_CONFIG_FILE="" # Path to a folder to save training config logs
PRETRAINED_MODEL_PATH="" # huggingface or local model path
PRETRAINED_TOKENIZER_PATH="" # huggingface or local tokenizer path
declare -a dataset=(
/home/nvme-share/home/yeanbang/data/experiments/kto/arrow/part-00000
/home/nvme-share/home/yeanbang/data/experiments/kto/arrow/part-00001
/home/nvme-share/home/yeanbang/data/experiments/kto/arrow/part-00002
/home/nvme-share/home/yeanbang/data/experiments/kto/arrow/part-00003
/home/nvme-share/home/yeanbang/data/experiments/kto/arrow/part-00004
/home/nvme-share/home/yeanbang/data/experiments/kto/arrow/part-00005
/home/nvme-share/home/yeanbang/data/experiments/kto/arrow/part-00006
/home/nvme-share/home/yeanbang/data/experiments/kto/arrow/part-00007
/home/nvme-share/home/yeanbang/data/experiments/kto/arrow/part-00008
/home/nvme-share/home/yeanbang/data/experiments/kto/arrow/part-00009
/Your/KTO/Data/arrow/part-00000
/Your/KTO/Data/arrow/part-00001
/Your/KTO/Data/arrow/part-00002
/Your/KTO/Data/arrow/part-00003
/Your/KTO/Data/arrow/part-00004
/Your/KTO/Data/arrow/part-00005
/Your/KTO/Data/arrow/part-00006
/Your/KTO/Data/arrow/part-00007
/Your/KTO/Data/arrow/part-00008
/Your/KTO/Data/arrow/part-00009
)
TIMESTAMP=$(date +%Y-%m-%d-%H-%M-%S)

30
applications/ColossalChat/examples/training_scripts/train_sft.sh
View File

@@ -15,22 +15,22 @@ set_n_least_used_CUDA_VISIBLE_DEVICES() {
set_n_least_used_CUDA_VISIBLE_DEVICES 4
PROJECT_NAME="sft"
PARENT_SAVE_DIR="/home/nvme-share/home/yeanbang/data/model/hh_rlhf_sheared_llama" # Path to a folder to save checkpoints
PARENT_TENSORBOARD_DIR="/home/nvme-share/home/yeanbang/data/experiments/sft/log" # Path to a folder to save logs
PARENT_CONFIG_FILE="/home/nvme-share/home/yeanbang/data/experiments/kto/log" # Path to a folder to save training config logs
PRETRAINED_MODEL_PATH="/home/nvme-share/share/models/Sheared-LLaMA-1.3B" # huggingface or local model path
PRETRAINED_TOKENIZER_PATH="/home/nvme-share/share/models/Sheared-LLaMA-1.3B" # huggingface or local tokenizer path
PARENT_SAVE_DIR="" # Path to a folder to save checkpoints
PARENT_TENSORBOARD_DIR="" # Path to a folder to save logs
PARENT_CONFIG_FILE="" # Path to a folder to save training config logs
PRETRAINED_MODEL_PATH="" # huggingface or local model path
PRETRAINED_TOKENIZER_PATH="" # huggingface or local tokenizer path
declare -a dataset=(
/home/nvme-share/home/yeanbang/data/experiments/sft/arrow/part-00000
/home/nvme-share/home/yeanbang/data/experiments/sft/arrow/part-00001
/home/nvme-share/home/yeanbang/data/experiments/sft/arrow/part-00002
/home/nvme-share/home/yeanbang/data/experiments/sft/arrow/part-00003
/home/nvme-share/home/yeanbang/data/experiments/sft/arrow/part-00004
/home/nvme-share/home/yeanbang/data/experiments/sft/arrow/part-00005
/home/nvme-share/home/yeanbang/data/experiments/sft/arrow/part-00006
/home/nvme-share/home/yeanbang/data/experiments/sft/arrow/part-00007
/home/nvme-share/home/yeanbang/data/experiments/sft/arrow/part-00008
/home/nvme-share/home/yeanbang/data/experiments/sft/arrow/part-00009
/Your/SFT/Data/arrow/part-00000
/Your/SFT/Data/arrow/part-00001
/Your/SFT/Data/arrow/part-00002
/Your/SFT/Data/arrow/part-00003
/Your/SFT/Data/arrow/part-00004
/Your/SFT/Data/arrow/part-00005
/Your/SFT/Data/arrow/part-00006
/Your/SFT/Data/arrow/part-00007
/Your/SFT/Data/arrow/part-00008
/Your/SFT/Data/arrow/part-00009
)
TIMESTAMP=$(date +%Y-%m-%d-%H-%M-%S)