Florence-2 Large vs CLIP Interrogator: Which AI Model Should You Choose?

import OpenAI from "openai";

const client = new OpenAI({
  apiKey: process.env.RAILWAIL_API_KEY,
  baseURL: "https://railwail.com/v1",
});

// Before — using Florence-2 Large
let r = await client.chat.completions.create({
  model: "lucataco/florence-2-large",
  messages: [{ role: "user", content: "Hello" }],
});

// After — switched to CLIP Interrogator
r = await client.chat.completions.create({
  model: "pharmapsychotic/clip-interrogator",
  messages: [{ role: "user", content: "Hello" }],
});

from openai import OpenAI

client = OpenAI(
    api_key=os.environ["RAILWAIL_API_KEY"],
    base_url="https://railwail.com/v1",
)

# Before — using Florence-2 Large
r = client.chat.completions.create(
    model="lucataco/florence-2-large",
    messages=[{"role": "user", "content": "Hello"}],
)

# After — switched to CLIP Interrogator
r = client.chat.completions.create(
    model="pharmapsychotic/clip-interrogator",
    messages=[{"role": "user", "content": "Hello"}],
)

# Before — using Florence-2 Large
curl https://railwail.com/v1/chat/completions \
  -H "Authorization: Bearer $RAILWAIL_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "lucataco/florence-2-large",
    "messages": [{"role": "user", "content": "Hello"}]
  }'

# After — switched to CLIP Interrogator
curl https://railwail.com/v1/chat/completions \
  -H "Authorization: Bearer $RAILWAIL_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "pharmapsychotic/clip-interrogator",
    "messages": [{"role": "user", "content": "Hello"}]
  }'