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Vision

InternVL 3.5 8B

+13.2%

~$IVNL

State-of-the-art open vision-language model at 8B scale. Top scores on MMBench, DocVQA, and OCRBench. Runs on all 5 universal-b nodes.

14.0k stars3.2M HF downloads
Deploy Now
#5 overall · 5 deploys
1.4s
Cold Start
avg on Ion
520ms
Avg Inference
per request
5
Active Replicas
right now
5
Total Deployments
all time

7-Day Trend

+13.2% this week
MonTueWedThuFriSatSun

Cold Start vs Competitors

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

Cold start comparison vs similar models. Lower is better.

Cost Estimate

Cost per 1K Inferences
$0.60
Est. Daily (1K req/day)
$0.60
Est. Monthly (30K req)
$18.00

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

Quick Deploy

cumulus-sdk
import cumulus from "cumulus-sdk"

// Deploy InternVL 3.5 8B on Ion
const client = await cumulus.deploy("internvl3-5-8b")

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

More in Vision

Qwen 3 VL 8B~$QW3VL
1.3s+17.3%
Qwen 2.5 VL 7B~$Q25VL
1.3s+7.6%
View all Vision models →
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