fix #4145

Fix the docker image


Former-commit-id: a9838281156fe870bfcde5d1f7afc15264fd4aad

README.md

@@ -405,9 +405,9 @@ Please refer to [data/README.md](data/README.md) for checking the details about
 Use the following 3 commands to run LoRA **fine-tuning**, **inference** and **merging** of the Llama3-8B-Instruct model, respectively.
 
 ```bash
-CUDA_VISIBLE_DEVICES=0 llamafactory-cli train examples/lora_single_gpu/llama3_lora_sft.yaml
-CUDA_VISIBLE_DEVICES=0 llamafactory-cli chat examples/inference/llama3_lora_sft.yaml
-CUDA_VISIBLE_DEVICES=0 llamafactory-cli export examples/merge_lora/llama3_lora_sft.yaml
+llamafactory-cli train examples/lora_single_gpu/llama3_lora_sft.yaml
+llamafactory-cli chat examples/inference/llama3_lora_sft.yaml
+llamafactory-cli export examples/merge_lora/llama3_lora_sft.yaml
 ```
 
 See [examples/README.md](examples/README.md) for advanced usage (including distributed training).
@@ -417,33 +417,33 @@ See [examples/README.md](examples/README.md) for advanced usage (including distr
 
 ### Fine-Tuning with LLaMA Board GUI (powered by [Gradio](https://github.com/gradio-app/gradio))
 
-#### Use local environment
-
 ```bash
-CUDA_VISIBLE_DEVICES=0 GRADIO_SHARE=1 llamafactory-cli webui
+llamafactory-cli webui
 ```
 
-</details>
-
-#### Use Docker
+### Build Docker
 
 ```bash
-docker build -f ./Dockerfile -t llama-factory:latest .
-docker run --gpus=all \
+docker build -f ./Dockerfile \
+    --build-arg INSTALL_BNB=false \
+    --build-arg INSTALL_VLLM=false \
+    --build-arg INSTALL_DEEPSPEED=false \
+    --build-arg PIP_INDEX=https://pypi.org/simple \
+    -t llamafactory:latest .
+
+docker run -it --gpus=all \
     -v ./hf_cache:/root/.cache/huggingface/ \
     -v ./data:/app/data \
     -v ./output:/app/output \
     -p 7860:7860 \
+    -p 8000:8000 \
     --shm-size 16G \
-    --name llama_factory \
-    -d llama-factory:latest
+    --name llamafactory \
+    llamafactory:latest
 ```
 
-#### Use Docker Compose
-
-```bash
-docker compose -f ./docker-compose.yml up -d
-```
+> [!TIP]
+> Use Docker Compose to build image via `docker compose up -d`.
 
 <details><summary>Details about volume</summary>