{"schema_version":"onlylabs.public_signal.v1","title":"Tencent Hunyuan Model: tencent/VersaViT","description":"Tencent Hunyuan model signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/61ad5ce5-4792-49f3-b8b6-eb88d1ee8746","json_url":"https://onlylabs.fyi/signals/61ad5ce5-4792-49f3-b8b6-eb88d1ee8746/signal.json","generated_at":"2026-06-11T02:41:03.82005+00:00","org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/tencent-hunyuan","dossier_json_url":"https://onlylabs.fyi/labs/tencent-hunyuan/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/61ad5ce5-4792-49f3-b8b6-eb88d1ee8746","signal_json":"https://onlylabs.fyi/signals/61ad5ce5-4792-49f3-b8b6-eb88d1ee8746/signal.json","source":"https://huggingface.co/tencent/VersaViT","lab_dossier":"https://onlylabs.fyi/labs/tencent-hunyuan","lab_dossier_json":"https://onlylabs.fyi/labs/tencent-hunyuan/dossier.json","analysis":"https://onlylabs.fyi/analysis/tencent-hunyuan","analysis_json":"https://onlylabs.fyi/analysis/tencent-hunyuan/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/tencent-hunyuan/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"Tencent Hunyuan published tencent/VersaViT. 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\"HuggingFace\" \"Paper\"

🌟 Model Overview **VersaViT** is a vision transformer tuned to serve as a capable, general-purpose visual encoder for multimodal systems. It is refined with a **multi-task collaborative post-training** recipe. VersaViT is **well suited both to language-mediated reasoning** (e.g., vision–language understanding when paired with an LLM) **and to pixel-level understanding** (e.g., segmentation and depth probing). Quick Start ``` import torch from PIL import Image from transformers import AutoImageProcessor from models.versavit import VersaViTPretrainedModel model_path =..."},"evidence_pages":[{"url":"https://huggingface.co/tencent/VersaViT/raw/main/README.md","final_url":"https://huggingface.co/tencent/VersaViT/raw/main/README.md","title":"tencent/VersaViT model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:41:03.82005+00:00","bytes":2097,"raw_path":"57792280873c82ec2fb434f3c6b3e0dc81e8b64584d641c701e3a7c461c099b3.md","content_hash":"1f88a2443eaeb24105b9a5f0b100a1371348a69a7270010ef1695d0d44fe7ed3","excerpt_chars":1200,"truncated":true,"excerpt":"--- base_model: - Qwen/Qwen2-VL-7B-Instruct language: - en - zh license: other license_name: license-term-of-versavit metrics: - accuracy library_name: transformers ---

\"HuggingFace\" \"Paper\"

🌟 Model Overview **VersaViT** is a vision transformer tuned to serve as a capable, general-purpose visual encoder for multimodal systems. It is refined with a **multi-task collaborative post-training** recipe. VersaViT is **well suited both to language-mediated reasoning** (e.g., vision–language understanding when paired with an LLM) **and to pixel-level understanding** (e.g., segmentation and depth probing). Quick Start ``` import torch from PIL import Image from transformers import AutoImageProcessor from models.versavit import VersaViTPretrainedModel model_path =..."}],"related_signals":[{"id":"60c17a62-e0e7-47f3-aaed-e716a3e74c4f","url":"https://onlylabs.fyi/signals/60c17a62-e0e7-47f3-aaed-e716a3e74c4f","source_url":"https://huggingface.co/tencent/Universal_Audio_Tokenizer","title":"tencent/Universal_Audio_Tokenizer","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-05-27T06:12:37+00:00","first_seen_at":"2026-06-06T01:49:43.378888+00:00","date_source":"source"},{"id":"514743d5-46b8-4208-8505-36e1fc876d1f","url":"https://onlylabs.fyi/signals/514743d5-46b8-4208-8505-36e1fc876d1f","source_url":"https://huggingface.co/tencent/Hy-MT2-7B","title":"tencent/Hy-MT2-7B","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-05-11T14:56:58+00:00","first_seen_at":"2026-06-06T01:49:43.378888+00:00","date_source":"source"},{"id":"e8216daa-50ec-44ed-84c8-af06f1263070","url":"https://onlylabs.fyi/signals/e8216daa-50ec-44ed-84c8-af06f1263070","source_url":"https://huggingface.co/tencent/Hy-MT2-1.8B","title":"tencent/Hy-MT2-1.8B","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-05-11T08:22:10+00:00","first_seen_at":"2026-06-06T01:49:43.378888+00:00","date_source":"source"},{"id":"8b6e70df-c0fa-4bf4-9964-c79417964708","url":"https://onlylabs.fyi/signals/8b6e70df-c0fa-4bf4-9964-c79417964708","source_url":"https://huggingface.co/tencent/Hy-MT2-30B-A3B","title":"tencent/Hy-MT2-30B-A3B","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-05-11T07:43:51+00:00","first_seen_at":"2026-06-06T01:49:43.378888+00:00","date_source":"source"},{"id":"c808c36a-7c7e-4f47-85d1-4671f1650013","url":"https://onlylabs.fyi/signals/c808c36a-7c7e-4f47-85d1-4671f1650013","source_url":"https://huggingface.co/tencent/Hy-MT1.5-1.8B-1.25bit","title":"tencent/Hy-MT1.5-1.8B-1.25bit","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-04-29T04:36:33+00:00","first_seen_at":"2026-06-06T01:49:43.378888+00:00","date_source":"source"},{"id":"8bdfa94a-b4fb-4934-aef8-599b307fd6da","url":"https://onlylabs.fyi/signals/8bdfa94a-b4fb-4934-aef8-599b307fd6da","source_url":"https://huggingface.co/tencent/Hy-MT1.5-1.8B-2bit","title":"tencent/Hy-MT1.5-1.8B-2bit","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-04-29T04:35:46+00:00","first_seen_at":"2026-06-06T01:49:43.378888+00:00","date_source":"source"}]}