{"schema_version":"onlylabs.public_signal.v1","title":"DeepSeek Model: deepseek-ai/deepseek-vl2-tiny","description":"DeepSeek model signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/c6a29a51-2394-47b6-bfa5-98c6d9dbe6a6","json_url":"https://onlylabs.fyi/signals/c6a29a51-2394-47b6-bfa5-98c6d9dbe6a6/signal.json","generated_at":"2026-06-11T03:04:00.161544+00:00","org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/deepseek","dossier_json_url":"https://onlylabs.fyi/labs/deepseek/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/c6a29a51-2394-47b6-bfa5-98c6d9dbe6a6","signal_json":"https://onlylabs.fyi/signals/c6a29a51-2394-47b6-bfa5-98c6d9dbe6a6/signal.json","source":"https://huggingface.co/deepseek-ai/deepseek-vl2-tiny","lab_dossier":"https://onlylabs.fyi/labs/deepseek","lab_dossier_json":"https://onlylabs.fyi/labs/deepseek/dossier.json","analysis":"https://onlylabs.fyi/analysis/deepseek","analysis_json":"https://onlylabs.fyi/analysis/deepseek/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/deepseek/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":"DeepSeek published deepseek-ai/deepseek-vl2-tiny. 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Introduction Introducing DeepSeek-VL2, an advanced series of large Mixture-of-Experts (MoE) Vision-Language Models that significantly improves upon its predecessor, DeepSeek-VL. DeepSeek-VL2 demonstrates superior capabilities across various tasks, including but not limited to visual question answering, optical character recognition, document/table/chart understanding, and visual grounding. Our model series is composed of three variants: DeepSeek-VL2-Tiny, DeepSeek-VL2-Small and DeepSeek-VL2, with 1.0B, 2.8B and 4.5B activated parameters respectively. DeepSeek-VL2 achieves competitive or state-of-the-art performance with similar or fewer activated parameters compared to existing open-source dense and MoE-based models. [DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding](https://arxiv.org/abs/2412.10302) [**Github Repository**](https://github.com/deepseek-ai/DeepSeek-VL2) Zhiyu Wu*, Xiaokang Chen*, Zizheng Pan*, Xingchao Liu*, Wen Liu**, Damai Dai,..."},"evidence_pages":[{"url":"https://huggingface.co/deepseek-ai/deepseek-vl2-tiny/raw/main/README.md","final_url":"https://huggingface.co/deepseek-ai/deepseek-vl2-tiny/raw/main/README.md","title":"deepseek-ai/deepseek-vl2-tiny model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T03:04:00.161544+00:00","bytes":5827,"raw_path":"8a268790c67a9ac97de69bb2199712115787bfa01e2728602a4be8fbf4137859.md","content_hash":"a72ab2d2448b9cd18db9a8dd4e596f3e26a0bc605d40003cb6cfc87aa10d0fd0","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: other license_name: deepseek license_link: https://github.com/deepseek-ai/DeepSeek-LLM/blob/HEAD/LICENSE-MODEL pipeline_tag: image-text-to-text library_name: transformers --- 1. Introduction Introducing DeepSeek-VL2, an advanced series of large Mixture-of-Experts (MoE) Vision-Language Models that significantly improves upon its predecessor, DeepSeek-VL. DeepSeek-VL2 demonstrates superior capabilities across various tasks, including but not limited to visual question answering, optical character recognition, document/table/chart understanding, and visual grounding. Our model series is composed of three variants: DeepSeek-VL2-Tiny, DeepSeek-VL2-Small and DeepSeek-VL2, with 1.0B, 2.8B and 4.5B activated parameters respectively. DeepSeek-VL2 achieves competitive or state-of-the-art performance with similar or fewer activated parameters compared to existing open-source dense and MoE-based models. [DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding](https://arxiv.org/abs/2412.10302) [**Github Repository**](https://github.com/deepseek-ai/DeepSeek-VL2) Zhiyu Wu*, Xiaokang Chen*, Zizheng Pan*, Xingchao Liu*, Wen Liu**, Damai Dai,..."}],"related_signals":[{"id":"906adf75-ac56-484b-acee-a3c5a3156607","url":"https://onlylabs.fyi/signals/906adf75-ac56-484b-acee-a3c5a3156607","source_url":"https://huggingface.co/deepseek-ai/DeepSeek-V4-Pro-Base","title":"deepseek-ai/DeepSeek-V4-Pro-Base","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2026-04-22T06:04:35+00:00","first_seen_at":"2026-06-06T01:49:29.509891+00:00","date_source":"source"},{"id":"8c53a2f1-05e0-43c1-8fc8-d579e4e76046","url":"https://onlylabs.fyi/signals/8c53a2f1-05e0-43c1-8fc8-d579e4e76046","source_url":"https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-Base","title":"deepseek-ai/DeepSeek-V4-Flash-Base","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2026-04-22T06:03:55+00:00","first_seen_at":"2026-06-06T01:49:29.509891+00:00","date_source":"source"},{"id":"d97ef29f-cfc6-45f5-ac35-b7f8ee288d1c","url":"https://onlylabs.fyi/signals/d97ef29f-cfc6-45f5-ac35-b7f8ee288d1c","source_url":"https://huggingface.co/deepseek-ai/DeepSeek-OCR-2","title":"deepseek-ai/DeepSeek-OCR-2","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2026-01-27T02:56:54+00:00","first_seen_at":"2026-06-06T01:49:29.509891+00:00","date_source":"source"},{"id":"ba339d3c-d329-4096-8664-058e2a88d646","url":"https://onlylabs.fyi/signals/ba339d3c-d329-4096-8664-058e2a88d646","source_url":"https://huggingface.co/deepseek-ai/DeepSeek-V3.2","title":"deepseek-ai/DeepSeek-V3.2","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2025-12-01T02:34:49+00:00","first_seen_at":"2026-06-06T01:49:29.509891+00:00","date_source":"source"},{"id":"532117f6-71d9-4ab2-9e3d-494bb7606466","url":"https://onlylabs.fyi/signals/532117f6-71d9-4ab2-9e3d-494bb7606466","source_url":"https://huggingface.co/deepseek-ai/DeepSeek-V3.2-Speciale","title":"deepseek-ai/DeepSeek-V3.2-Speciale","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2025-11-28T03:00:02+00:00","first_seen_at":"2026-06-06T01:49:29.509891+00:00","date_source":"source"},{"id":"13bd7946-2594-4173-aa3a-8da00df6c14e","url":"https://onlylabs.fyi/signals/13bd7946-2594-4173-aa3a-8da00df6c14e","source_url":"https://huggingface.co/deepseek-ai/DeepSeek-OCR","title":"deepseek-ai/DeepSeek-OCR","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2025-10-17T06:22:05+00:00","first_seen_at":"2026-06-06T01:49:29.509891+00:00","date_source":"source"}]}