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View details ↗DISCOVER & COMPARE
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View details ↗GLM-5.3-Flash-GGUF
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View details ↗granite-4.2-30b-GGUF
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View details ↗Hy3-GGUF
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View details ↗Laguna-S-2.1-GGUF
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View details ↗MiniMax-M3-GGUF
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View details ↗Nex-N2.5-mini-GGUF
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View details ↗Ornith-1.5-397B-GGUF
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View details ↗Qwen3.6-27B-GGUF
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View details ↗Step-3.7-Flash-GGUF
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View details ↗VultronRetrieverPrime is the flagship of the VultronRetriever family, a late-interaction (ColBERT-style) retriever that scores document pages directly from their rendered image: layout, tables, charts and text, across six languages. It ranks first on the full ViDoRe V3 board with 320-dimensional multi-vectors, an 8–12× smaller index than the 2560–4096-dim models below it. The family has three tiers on one 320-dim recipe: the 8B Prime (this model) for maximum accuracy, the 4.5B Core for the accuracy/footprint mid-point, and the 0.8B Flash for latency- and footprint-sensitive serving. Trained and evaluated on Vultr Cloud. Ranked by **ViDoRe V3** (mean nDCG@10), the headline benchmark; V1 and V2 are shown alongside. Our three tiers are in bold; models with a partial or missing V3 sit at the bottom.
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COST EXPLORER
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Separate input, output and cache rates, then estimate the same workload. Image, audio and video rates may use items, duration or resolution rather than tokens.
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Rankings depend on tasks, versions and methods. Compare accuracy, latency, reliability and costs on your own workload.