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The compact sibling of Winnow-12B, fine-tuned from Gemma 4 E4B for typed decisions. It assigns probabilities to supplied answers for routing, action choice, condition checks and urgency ratings, and still supports chat and image input. It handles roughly twice as many decisions per second as the 12B model on the same GPU.
A situational 8B-parameter dense decision model from EldanRing. Treat the modality benchmarks above as the leading indicator of fit — composite scoring across modalities is still maturing. Newly released, so production-readiness is still being shaken out.
Generated from this model’s benchmarks and ranking signals. Editor reviews refine it over time.
Access model weights, configuration files, and documentation.
The top devices for this model at 4-bit, ranked by fit and speed.
| Device | Grade | VRAM |
|---|---|---|
| ACEMAGIC M1A Pro (i9-13900HK + ARC A770)ACEMAGIC | SS | 9.3 GB |
| Acer Veriton GN100 AI MiniAcer | SS | 9.3 GB |
| AMD Instinct MI300XAMD | SS | 9.3 GB |
| AMD Instinct MI325XAMD | SS | 9.3 GB |
| AMD Instinct MI355XAMD | SS | 9.3 GB |
Explore the Provider
Aggregate stats, leaderboard, release timeline, and benchmark coverage across every EldanRing model we track.
Cheapest current cloud rentals with at least 9 GB VRAM, refreshed hourly.
Advertising disclosure: we earn commissions when you shop through the links below.
| Option | Cost / GPU-hour |
|---|---|
NVIDIA GeForce RTX 2080 TiVast.ai · Spot · 11 GB VRAM | $0.04 |
NVIDIA GeForce RTX 3060Vast.ai · Spot · 12 GB VRAM | $0.05 |
NVIDIA GeForce RTX 3060Vast.ai · On-Demand · 12 GB VRAM | $0.05 |
NVIDIA Tesla V100 16GBVast.ai · Spot · 16 GB VRAM | $0.07 |
NVIDIA GeForce RTX 3090Vast.ai · Spot · 24 GB VRAM | $0.08 |
Per-GPU rate across RunPod, the Vast.ai marketplace, DigitalOcean, and Vultr.
Spot tier is interruptible. Plan for restarts when comparing against on-demand prices.
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