update webui and add CLIs

Former-commit-id: 1368dda22ab875914c9dd86ee5146a4f6a4736ad

examples/lora_single_gpu/dpo.sh

@@ -1,6 +1,6 @@
 #!/bin/bash
 
-CUDA_VISIBLE_DEVICES=0 python ../../src/train_bash.py \
+CUDA_VISIBLE_DEVICES=0 llamafactory-cli train \
     --stage dpo \
     --do_train \
     --model_name_or_path meta-llama/Llama-2-7b-hf \

examples/lora_single_gpu/orpo.sh

@@ -1,6 +1,6 @@
 #!/bin/bash
 
-CUDA_VISIBLE_DEVICES=0 python ../../src/train_bash.py \
+CUDA_VISIBLE_DEVICES=0 llamafactory-cli train \
     --stage orpo \
     --do_train \
     --model_name_or_path meta-llama/Llama-2-7b-hf \

examples/lora_single_gpu/ppo.sh

@@ -1,6 +1,6 @@
 #!/bin/bash
 
-CUDA_VISIBLE_DEVICES=0 python ../../src/train_bash.py \
+CUDA_VISIBLE_DEVICES=0 llamafactory-cli train \
     --stage ppo \
     --do_train \
     --model_name_or_path meta-llama/Llama-2-7b-hf \

examples/lora_single_gpu/predict.sh

@@ -1,6 +1,6 @@
 #!/bin/bash
 
-CUDA_VISIBLE_DEVICES=0 python ../../src/train_bash.py \
+CUDA_VISIBLE_DEVICES=0 llamafactory-cli train \
     --stage sft \
     --do_predict \
     --model_name_or_path meta-llama/Llama-2-7b-hf \

examples/lora_single_gpu/prepare.sh

@@ -1,7 +1,7 @@
 #!/bin/bash
 # use `--tokenized_path` in training script to load data
 
-CUDA_VISIBLE_DEVICES= python ../../src/train_bash.py \
+CUDA_VISIBLE_DEVICES= llamafactory-cli train \
     --stage sft \
     --do_train \
     --model_name_or_path meta-llama/Llama-2-7b-hf \

examples/lora_single_gpu/pretrain.sh

@@ -1,6 +1,6 @@
 #!/bin/bash
 
-CUDA_VISIBLE_DEVICES=0 python ../../src/train_bash.py \
+CUDA_VISIBLE_DEVICES=0 llamafactory-cli train \
     --stage pt \
     --do_train \
     --model_name_or_path meta-llama/Llama-2-7b-hf \

examples/lora_single_gpu/reward.sh

@@ -1,6 +1,6 @@
 #!/bin/bash
 
-CUDA_VISIBLE_DEVICES=0 python ../../src/train_bash.py \
+CUDA_VISIBLE_DEVICES=0 llamafactory-cli train \
     --stage rm \
     --do_train \
     --model_name_or_path meta-llama/Llama-2-7b-hf \

examples/lora_single_gpu/sft.sh

@@ -1,6 +1,6 @@
 #!/bin/bash
 
-CUDA_VISIBLE_DEVICES=0 python ../../src/train_bash.py \
+CUDA_VISIBLE_DEVICES=0 llamafactory-cli train \
     --stage sft \
     --do_train \
     --model_name_or_path meta-llama/Llama-2-7b-hf \

examples/lora_single_gpu/sft_mllm.sh

@@ -1,6 +1,6 @@
 #!/bin/bash
 
-CUDA_VISIBLE_DEVICES=0 python ../../src/train_bash.py \
+CUDA_VISIBLE_DEVICES=0 llamafactory-cli train \
     --stage sft \
     --do_train \
     --model_name_or_path llava-hf/llava-1.5-7b-hf \