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Vision

Qwen 2.5 VL 7B

+7.6%

~$Q25VL

Efficient vision-language model at 7B scale. Handles images, documents, and video frames with strong multimodal reasoning. Runs on all 4 universal-a nodes.

35.0k stars7.3M HF downloads
Deploy Now
#12 overall · 4 deploys
1.3s
Cold Start
avg on Ion
445ms
Avg Inference
per request
4
Active Replicas
right now
4
Total Deployments
all time

7-Day Trend

+7.6% this week
MonTueWedThuFriSatSun

Cold Start vs Competitors

Lower is better
●~$Q25VL1.3s
~$QW3VL1.3s
~$IVNL1.4s

Cold start comparison vs similar models. Lower is better.

Cost Estimate

Cost per 1K Inferences
$0.50
Est. Daily (1K req/day)
$0.50
Est. Monthly (30K req)
$15.00

No subscriptions. Buy credits, pay per inference. Scale to zero when idle.

Quick Deploy

cumulus-sdk
import cumulus from "cumulus-sdk"

// Deploy Qwen 2.5 VL 7B on Ion
const client = await cumulus.deploy("qwen2-5-vl-7b")

// Run inference
const result = await client.run({
  prompt: "Your prompt here",
  // model-specific params...
})

More in Vision

Qwen 3 VL 8B~$QW3VL
1.3s+17.3%
InternVL 3.5 8B~$IVNL
1.4s+13.2%
View all Vision models →
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