DeepSeek‑V4‑Flash is an efficiency‑optimized variant of the DeepSeek V4 series. It targets developers who want to access the long‑context and reasoning capabilities of the V4 series via faster and lower‑cost API services. Compared with V4‑Pro, V4‑Flash has smaller total and activated parameter counts, which delivers faster response times and lower API call costs. Its reasoning capability is close to that of V4‑Pro, matching V4‑Pro on simple agent tasks. Observable performance gaps only emerge in the most demanding agent workflow scenarios. Its world‑knowledge base is slightly inferior to V4‑Pro, yet it remains highly competitive among open‑source models.
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from openai import OpenAI
client = OpenAI(
base_url="https://api.apipod.ai/v1",
api_key="<YOUR_API_KEY>",
)
# Chat Completions
completion = client.chat.completions.create(
model="deepseek-v4-flash",
messages=[
{
"role": "user",
"content": "What is the meaning of life?",
}
],
)
print(completion.choices[0].message.content)