更新README.md，修改了docker镜像版本和相关依赖项，删除了一些示例文件以简化项目结构。

examples/offline_inference/openai_batch/openai_example_batch.jsonl

+{"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "meta-llama/Meta-Llama-3-8B-Instruct", "messages": [{"role": "system", "content": "You are a helpful assistant."},{"role": "user", "content": "Hello world!"}],"max_completion_tokens": 1000}}
+{"custom_id": "request-2", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "meta-llama/Meta-Llama-3-8B-Instruct", "messages": [{"role": "system", "content": "You are an unhelpful assistant."},{"role": "user", "content": "Hello world!"}],"max_completion_tokens": 1000}}

examples/offline_inference/qwen2_5_omni/README.md

+# Qwen2.5-Omni Offline Inference Examples
+
+This folder provides several example scripts on how to inference Qwen2.5-Omni offline.
+
+## Thinker Only
+
+```bash
+# Audio + image + video
+python examples/offline_inference/qwen2_5_omni/only_thinker.py \
+    -q mixed_modalities
+
+# Read vision and audio inputs from a single video file
+# NOTE: V1 engine does not support interleaved modalities yet.
+VLLM_USE_V1=0 \
+python examples/offline_inference/qwen2_5_omni/only_thinker.py \
+    -q use_audio_in_video
+
+# Multiple audios
+VLLM_USE_V1=0 \
+python examples/offline_inference/qwen2_5_omni/only_thinker.py \
+    -q multi_audios
+```
+
+This script will run the thinker part of Qwen2.5-Omni, and generate text response.
+
+You can also test Qwen2.5-Omni on a single modality:
+
+```bash
+# Process audio inputs
+python examples/offline_inference/audio_language.py \
+    --model-type qwen2_5_omni
+
+# Process image inputs
+python examples/offline_inference/vision_language.py \
+    --modality image \
+    --model-type qwen2_5_omni
+
+# Process video inputs
+python examples/offline_inference/vision_language.py \
+    --modality video \
+    --model-type qwen2_5_omni
+```