MultimodalMoEContext: 125K
Ling 3.0 Flash VL (Free)
Comprehensive deployment profile and benchmark telemetry for Ling 3.0 Flash VL (Free). Self-hosting memory footprints, verified token economics, and direct API endpoints.
Verified Engineering Benchmarks
SWE-bench
49.2%
LiveCodeBench
65.9%
MATH-500
97.3%
MMLU
90.8%
VRAM Requirements & Sizing
🔗 Quick Actions
🖥️ Compatible GPUs & Self-Host Pricing
Deterministic VRAM math from entity graph. Green = fits in single GPU.
| GPU | VRAM | FP16 | FP8 | INT4 | Calculator Link |
|---|---|---|---|---|---|
| H100 SXM5 | 80 GB | OOM | ✓ fits | OOM | Pre-filled → |
| H200 | 141 GB | OOM | ✓ fits | OOM | Pre-filled → |
| B200 | 192 GB | OOM | ✓ fits | OOM | Pre-filled → |
| A100 80GB | 80 GB | OOM | ✓ fits | OOM | Pre-filled → |
| L40S | 48 GB | OOM | ✓ fits | OOM | Pre-filled → |
| RTX 4090 | 24 GB | OOM | ✓ fits | OOM | Pre-filled → |
Active API Providers & Free Tiers
| Provider | Input / 1M | Output / 1M | Speed | Free Tier Status |
|---|---|---|---|---|
| Kilo Gateway | $0.00 | $0.00 | 180 tok/s | ⚡ Free in Kilo Code |