Serve on Badgr
Serve Qwen 2.5 32B Instruct
High-quality mid-size instruction model for production endpoints.
Recommended GPU
H100 80GB
Available regions
United States, Europe, Asia Pacific
Estimated cost range
$1.25 – $1.35/hr
Startup time
3–8 min
Also runs well on A100 80GB.
OpenAI-compatible API example
from openai import OpenAI
client = OpenAI(base_url="https://api.aibadgr.com/v1", api_key="YOUR_BADGR_API_KEY")
response = client.chat.completions.create(
model="qwen-32b",
messages=[{"role": "user", "content": "Hello!"}],
)
print(response.choices[0].message.content)Run command
badgr serve qwen-32b \
--gpu H100 \
--max-cost 10Context length: 32K tokens · Model ID: Qwen/Qwen2.5-32B-Instruct
Recommended Badgr routes
A100 80GB · United States
Availablefrom $1.25/hr
Best for
LoRA Training, vLLM Endpoint, Qwen 2.5 32B Instruct
Startup: 3–8 min
Reliability: High
Last checked: just now
A100 80GB · Europe
Availablefrom $1.25/hr
Best for
LoRA Training, vLLM Endpoint, Qwen 2.5 32B Instruct
Startup: 3–8 min
Reliability: Good
Last checked: just now
A100 80GB · Asia Pacific
Availablefrom $1.25/hr
Best for
LoRA Training, vLLM Endpoint, Qwen 2.5 32B Instruct
Startup: 3–8 min
Reliability: High
Last checked: just now
A100 80GB · United States
Availablefrom $1.35/hr
Best for
LoRA Training, vLLM Endpoint, Qwen 2.5 32B Instruct
Startup: 3–8 min
Reliability: High
Last checked: just now
A100 80GB · United States
Availablefrom $1.35/hr
Best for
LoRA Training, vLLM Endpoint, Qwen 2.5 32B Instruct
Startup: 3–8 min
Reliability: Good
Last checked: just now
A100 80GB · United States
Availablefrom $1.35/hr
Best for
LoRA Training, vLLM Endpoint, Qwen 2.5 32B Instruct
Startup: 3–8 min
Reliability: High
Last checked: just now