Official model card: Nemotron-3-Embed-8B-BF16 SOTA on multilingual RTEB as of July 16, 2026. Benchmarks (avg NDCG@10): RTEB 16 public tasks 78.46; ViDoRe-V3 text 60.60; MMTEB Retrieval 75.45. Compared vs Nemotron-3-Embed-1B-BF16 (72.38 / 57.74 / 71.04) and prior llama-nemotron-embed-vl-1b-v2 (61.98 / 52.54 / 59.71).