Instructions to use XiaomiMiMo/MiMo-V2.5-Pro with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use XiaomiMiMo/MiMo-V2.5-Pro with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="XiaomiMiMo/MiMo-V2.5-Pro", trust_remote_code=True)
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoModelForCausalLM
model = AutoModelForCausalLM.from_pretrained("XiaomiMiMo/MiMo-V2.5-Pro", trust_remote_code=True, device_map="auto")

Inference
HuggingChat
Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use XiaomiMiMo/MiMo-V2.5-Pro with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "XiaomiMiMo/MiMo-V2.5-Pro"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "XiaomiMiMo/MiMo-V2.5-Pro",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/XiaomiMiMo/MiMo-V2.5-Pro

SGLang

How to use XiaomiMiMo/MiMo-V2.5-Pro with SGLang:

Install from pip and serve model

# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
    --model-path "XiaomiMiMo/MiMo-V2.5-Pro" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "XiaomiMiMo/MiMo-V2.5-Pro",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker images

docker run --gpus all \
    --shm-size 32g \
    -p 30000:30000 \
    -v ~/.cache/huggingface:/root/.cache/huggingface \
    --env "HF_TOKEN=<secret>" \
    --ipc=host \
    lmsysorg/sglang:latest \
    python3 -m sglang.launch_server \
        --model-path "XiaomiMiMo/MiMo-V2.5-Pro" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "XiaomiMiMo/MiMo-V2.5-Pro",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use XiaomiMiMo/MiMo-V2.5-Pro with Docker Model Runner:
```
docker model run hf.co/XiaomiMiMo/MiMo-V2.5-Pro
```

https://huggingface.co/datasets/llamaindex/ParseBench/discussions/1#69d840512a84200570b1bdd1

by milezdeep13 - opened Apr 29

base: refs/heads/main

←

from: refs/pr/8

Discussion Files changed

-5

This PR is in draft mode

Files changed (2) hide show

README.md +3 -5
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README.md CHANGED Viewed

@@ -8,8 +8,6 @@ tags:
 - agent
 - long-context
 - code
-- transformers
-library_name: transformers
 ---
 <br/><br/>
@@ -39,9 +37,9 @@ library_name: transformers
 <div align="center" style="line-height: 1.2;">
   <strong>Community</strong><br/>
-  <a href="https://huggingface.co/XiaomiMiMo/MiMo-V2.5-Pro/blob/main/assets/wechat.jpg" target="_blank">WeChat Group</a>
   &nbsp;|&nbsp;
-  <a href="https://discord.gg/kKC2kNnQEX" target="_blank">Discord</a>
   &nbsp;|&nbsp;
   <a href="https://t.me/+3T-I0pekOVIyNDBl" target="_blank">Telegram</a>
   &nbsp;|&nbsp;
@@ -217,4 +215,4 @@ For questions or feedback, reach us at [mimo@xiaomi.com](mailto:mimo@xiaomi.com)
 - [WeChat Group](https://work.weixin.qq.com/apph5/external_room/join/group_mng?plg_id=c417f99bd9014b5dd894daa8bfe19790&)
 - [Discord](https://discord.gg/WX2R2uNp)
 - [Telegram](https://t.me/+3T-I0pekOVIyNDBl)
-- [Reddit](https://www.reddit.com/r/XiaomiMiMo_Official/)

 - agent
 - long-context
 - code
 ---
 <br/><br/>
 <div align="center" style="line-height: 1.2;">
   <strong>Community</strong><br/>
+  <a href="https://work.weixin.qq.com/apph5/external_room/join/group_mng?plg_id=c417f99bd9014b5dd894daa8bfe19790&" target="_blank">WeChat Group</a>
   &nbsp;|&nbsp;
+  <a href="https://discord.gg/WX2R2uNp" target="_blank">Discord</a>
   &nbsp;|&nbsp;
   <a href="https://t.me/+3T-I0pekOVIyNDBl" target="_blank">Telegram</a>
   &nbsp;|&nbsp;
 - [WeChat Group](https://work.weixin.qq.com/apph5/external_room/join/group_mng?plg_id=c417f99bd9014b5dd894daa8bfe19790&)
 - [Discord](https://discord.gg/WX2R2uNp)
 - [Telegram](https://t.me/+3T-I0pekOVIyNDBl)
+- [Reddit](https://www.reddit.com/r/XiaomiMiMo_Official/)

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