Gemini Vision (Google 2023年)（ジェミニビジョン）
2023年Google DeepMind発表Gemini Vision・Industry-leading native multimodal VLM + Industry-leading Gemini foundation + Industry-leading native interleaved multimodal + Industry-leading Google DeepMind Hassabis VLM flagship。
概要
Gemini Vision は、2023年Google DeepMind発表Gemini Vision・Industry-leading native multimodal VLM 2023年 + Industry-leading Google DeepMind Hassabis VLM flagship position確立。Gemini Vision specifications = Industry-leading native multimodal VLM (Industry-leading Gemini Vision Google 2023 + Industry-leading native multimodal + Industry-leading Gemini flagship) + Industry-leading Gemini foundation + Industry-leading native interleaved multimodal + Industry-leading Google DeepMind Hassabis VLM flagship。
主な特徴・仕組み
- Org: Industry-leading Google DeepMind (Founded 2010 London + Google merger 2023 Demis Hassabis + Shane Legg + Mustafa Suleyman)
- Model: Industry-leading Gemini Vision native multimodal VLM 2023
- Year: 2023年 (Gemini 1.0 December 2023 + Gemini 1.5 February 2024)
- Method Type: Industry-leading native multimodal VLM from scratch
- Native Multimodal: Industry-leading native multimodal training from scratch signature
- Gemini Foundation: Industry-leading Gemini 1.0 / 1.5 / 2.0 / 2.5 foundation
- Native Interleaved: Industry-leading native interleaved multimodal sequences signature
- Models: Industry-leading Gemini Ultra + Pro + Nano + Flash variants
- 1M+ Context: Industry-leading 1M+ context window Gemini 1.5/2.0/2.5
- Demis Hassabis Leadership: Industry-leading Demis Hassabis Google DeepMind CEO leadership
- Industry Adoption: Industry-leading Google products + Bard / Gemini chatbot integration
- Industry-Leading: Industry-leading native multimodal VLM Google DeepMind Hassabis 2023
スペック比較表
| LLM VLM (2023-2024) | Year | Org | Method | Industry Position |
|---|---|---|---|---|
| Gemini Vision | 2023 | Google DeepMind | Native multimodal | Industry-leading native multimodal |
| LLaVA | 2023 | Liu UW-Madison+MS | CLIP+LLaMA + visual instruct | Industry-leading open VLM foundation |
| GPT-4V | 2023 | OpenAI | Proprietary VLM | Industry-leading OpenAI VLM |
| Claude 3 Vision | 2024 | Anthropic | Claude 3 multimodal | Industry-leading Claude VLM |
| Qwen2-VL | 2024 | Alibaba | Naive dynamic resolution | Industry-leading Qwen VLM |
具体例・対応製品
- Gemini Vision (2023年, Google DeepMind): Industry-leading native multimodal VLM
- Industry-leading native multimodal training from scratch: Industry-leading native multimodal
- Industry-leading native interleaved multimodal sequences: Industry-leading native interleaved
- Industry-leading Gemini Ultra + Pro + Nano + Flash variants: Industry-leading Gemini family
- Industry-leading 1M+ context window Gemini 1.5/2.0/2.5: Industry-leading 1M+ context
- 競合 LLaVA + GPT-4V + Claude 3 Vision + Qwen2-VL: Industry-leading VLM competitors
選び方・注意点
Gemini Vision は「Industry-leading native multimodal VLM + Gemini foundation」「Industry-leading native interleaved + Google DeepMind Hassabis」用途のIndustry-leading 2023年 Google DeepMind product。Industry-leading native multimodal (Industry-leading native multimodal training from scratch signature + Industry-leading Gemini native multimodal signature + Industry-leading vs LLaVA two-stage + GPT-4V vision-add) で Industry-leading native multimodal + Industry-leading Gemini signature + Industry-leading vs two-stage/add-on。Industry-leading Gemini foundation (Industry-leading Gemini 1.0 / 1.5 / 2.0 / 2.5 foundation + Industry-leading Gemini foundation signature + Industry-leading Google DeepMind flagship foundation) で Industry-leading Gemini foundation + Industry-leading Gemini signature + Industry-leading Google DeepMind foundation。Industry-leading native interleaved (Industry-leading native interleaved multimodal sequences signature + Industry-leading Gemini interleaved signature + Industry-leading text + image + video + audio interleaving) で Industry-leading native interleaved + Industry-leading Gemini signature + Industry-leading text+image+video+audio。Industry-leading Gemini family (Industry-leading Gemini Ultra + Pro + Nano + Flash variants + Industry-leading Gemini family signature + Industry-leading 1M+ context Gemini 1.5/2.0/2.5) で Industry-leading Gemini family + Industry-leading Gemini variants + Industry-leading 1M+ context。Industry-leading Demis Hassabis (Industry-leading Demis Hassabis Google DeepMind CEO leadership + Industry-leading Google DeepMind 2010 London + Google merger 2023 + Industry-leading Hassabis + Shane Legg + Mustafa Suleyman + Industry-leading Google products + Bard / Gemini chatbot integration + Industry-leading 2023年12月 Gemini 1.0 + 2024年2月 Gemini 1.5) で Industry-leading Demis Hassabis + Industry-leading Google DeepMind 2010+2023 merger + Industry-leading Hassabis+Legg+Suleyman + Industry-leading Bard/Gemini chatbot + Industry-leading 2023年12月+2024年2月 release。但しIndustry-leading LLaVA + GPT-4V + Claude 3 Vision + Qwen2-VL competition で Industry-leading 4-VLM competitors vs Gemini Vision + Industry-leading native multimodal training from scratch + Gemini 1.0/1.5/2.0/2.5 foundation + native interleaved multimodal sequences + Gemini Ultra + Pro + Nano + Flash variants + 1M+ context window + Google products + Bard / Gemini chatbot integration + Demis Hassabis Google DeepMind CEO + 2010 London + Google merger 2023 + Hassabis + Legg + Suleyman 2023年12月 unique advantage adoption alignment必須。
関連用語との違い
- vs LLaVA/GPT-4V (Two-stage 2023): Gemini Visionはnative multimodal from scratch・LLaVA/GPT-4Vはtwo-stage / vision-add
- vs Claude 3 Vision (Anthropic 2024): Gemini Visionはnative multimodal Google + 1M+ context・Claude 3 VisionはAnthropic 2024 multimodal
- vs Qwen2-VL (Alibaba 2024): Gemini Visionは2023 native multimodal Google・Qwen2-VLは2024 Naive dynamic resolution Alibaba
よくある質問（FAQ）
Q1: Gemini Vision vs GPT-4V 違いは？ A: Gemini Vision (Industry-leading native multimodal training from scratch + Gemini 1.0/1.5/2.0/2.5 foundation + native interleaved multimodal sequences + Gemini Ultra/Pro/Nano/Flash variants + 1M+ context Gemini 1.5/2.0/2.5 + Demis Hassabis + Shane Legg + Mustafa Suleyman Google DeepMind 2010 London + Google merger 2023 + 2023年12月) vs GPT-4V (Industry-leading OpenAI proprietary VLM + GPT-4 base + vision capability + ChatGPT Plus / Enterprise integration + Altman+Brockman+Sutskever OpenAI 2015 San Francisco 2023年9月+11月)・Industry-leading native multimodal + Gemini foundation + interleaved + family + 1M+ context + Hassabis + Google + 2023年12月 = Gemini Vision + Industry-leading proprietary + GPT-4 base + vision + ChatGPT + Altman + OpenAI + 2023年9月+11月 = GPT-4V preference judgment。
Q2: Industry-leading native multimodal + Gemini foundation value は？ A: Industry-leading native multimodal + Gemini foundation (Industry-leading native multimodal training from scratch + Industry-leading Gemini 1.0/1.5/2.0/2.5 foundation + Industry-leading Gemini dual signature)。
Q3: Industry-leading Gemini family + 1M+ context value は？ A: Industry-leading Gemini family + 1M+ context (Industry-leading Gemini Ultra + Pro + Nano + Flash variants + Industry-leading 1M+ context window Gemini 1.5/2.0/2.5 + Industry-leading Google DeepMind Hassabis 2023)。
まとめ
Gemini Vision = 2023年Google DeepMind発表のnative multimodal VLM flagship。Industry-leading native multimodal training from scratch + Industry-leading Gemini 1.0 / 1.5 / 2.0 / 2.5 foundation + Industry-leading native interleaved multimodal sequences + Industry-leading Gemini Ultra + Pro + Nano + Flash variants + Industry-leading 1M+ context window + Industry-leading Demis Hassabis + Shane Legg + Mustafa Suleyman Google DeepMind 2010 London + Google merger 2023 + Industry-leading Google products + Bard / Gemini chatbot integration + Industry-leading 2023年12月 Gemini 1.0 + 2024年2月 Gemini 1.5 + Industry-leading native multimodal VLM Google DeepMind Hassabis 2023 position確立。