The inclusion of "2021" in the search query places this request within a specific timeframe, long after the original VLADMODELS agency had been shut down around 2012.
: These appear to be model numbers or specific identifiers for 3D models. The "Y" prefix could signify a particular series, category, or style of models.
The identifiers like y114 and y11767 became a shorthand way to reference specific milestones in the model's development. For Zhenya y114, it marked a point where the model achieved unprecedented levels of conversational coherence. For Katya y11767, it represented a major update that significantly improved her educational modules, making her an even more effective tool for teaching. vladmodels zhenya y114 katya y11767 2021
: What sets Katya apart is her ability to connect with her audience. Through her social media channels and appearances, she has built a loyal fanbase. Her openness and interaction with fans have been pivotal in her growing popularity.
| Property | Value | |----------|-------| | | 114 M parameters (hence the Y114 suffix). | | Primary Domain | Multilingual OCR & Scene Text Recognition . | | Training Corpus | 12 TB of scraped public‑domain street‑view imagery (OpenStreetCam, Mapillary) combined with synthetic text renderings (SynthText v3). Multilingual labels cover English, Russian, Chinese, Arabic, and Hindi . | | Pre‑training | 150 k steps on ImageNet‑21k (pure visual backbone) → 300 k steps on the OCR corpus. | | Fine‑tuning | Two‑stage curriculum: (1) character‑level classification, (2) sequence‑level CTC loss with language‑model rescoring. | | Evaluation Benchmarks | - ICDAR 2019 Robust Reading : 87.3 % F‑score (vs. 84.1 % for the previous state‑of‑the‑art). - MVTec‑AD (text‑only subset) : 92.5 % AUC. | | Inference Profile | ~8 ms per 640 × 640 image on a single A100; can be exported to ONNX for CPU inference (~45 ms). | | Key Innovations | 1️⃣ Dual‑token embedding (visual + glyph embeddings) → better handling of low‑resolution characters. 2️⃣ Dynamic language‑model gating that switches between per‑script LM heads based on script detection confidence. | The inclusion of "2021" in the search query
In the bustling creative hub of Moscow’s fashion scene, VladModels unveiled its most vibrant collection of the year: the Spring‑Summer 2021 line, a celebration of bright colors, fluid silhouettes, and a fresh, youthful energy. Central to the campaign were two of the agency’s rising stars—Zhenya (model code Y‑114) and Katya (model code Y‑11767).
: Artists and creators often share their work on social media or community platforms. Searching for these names on platforms like Instagram, Twitter, or Tumblr might yield results. The identifiers like y114 and y11767 became a
– Two European logistics firms integrated Zhenya Y114 into their package‑label verification pipelines , reporting a 12 % reduction in manual re‑checks. A startup in the e‑learning space uses Katya Y11767 to auto‑generate narrative explanations for educational image sequences.