Molmo Allen AI (2024年)（モルモ）
2024年9月Allen AI発表Molmo・Industry-leading 72B open-data + open-weight VLM + Industry-leading PixMo dataset + Industry-leading pointing capabilities + Industry-leading Allen AI Molmo Apache 2.0 open-data open-weight VLM 2024。
概要
Molmo Allen AI は、2024年9月Allen AI発表Molmo・Industry-leading 72B open-data + open-weight VLM 2024年Allen AI Molmo Apache 2.0 open-data open-weight VLM position確立。Molmo specifications = Industry-leading open-data open-weight VLM (Industry-leading Molmo Allen AI 2024 + Industry-leading open-data open-weight VLM + Industry-leading Allen AI flagship) + Industry-leading PixMo dataset + Industry-leading pointing capabilities + Industry-leading Allen AI Molmo Apache 2.0 open-data open-weight VLM 2024。
主な特徴・仕組み
- Developer: Industry-leading Allen Institute for AI (AI2, Founded 2014 Seattle WA by Paul Allen, Microsoft co-founder)
- Model: Industry-leading Molmo Allen AI open-data open-weight VLM 2024年9月 release
- 72B Open-Data + Open-Weight: Industry-leading 72B open-data + open-weight VLM signature
- PixMo Dataset: Industry-leading PixMo dataset signature (open-data 1M images + speech-based annotations)
- Pointing Capabilities: Industry-leading pointing capabilities signature (precise spatial reference)
- 1B/7B/72B Family: Industry-leading 1B/7B/72B model family signature
- Speech-Based Captions: Industry-leading speech-based captions instead of synthetic
- OLMo-7B Base + OpenCLIP-ViT-L-14 Vision: Industry-leading OLMo-7B base + OpenCLIP-ViT-L-14 vision
- MMMU + AndroidWorld Top: Industry-leading MMMU + AndroidWorld top scores
- Beats GPT-4V + Gemini 1.5 Pro Open-Source: Industry-leading beats GPT-4V + Gemini 1.5 Pro on benchmarks open-source signature
- Apache 2.0 License: Industry-leading Apache 2.0 license signature
- Allen AI 2014 Seattle Paul Allen: Industry-leading Allen AI 2014 Seattle Paul Allen Microsoft co-founder 10 years
- AI2 Open Research Pioneer: Industry-leading AI2 open research pioneer signature
- Industry-Leading: Industry-leading Molmo Allen AI Apache 2.0 open-data open-weight VLM 2024
スペック比較表
| Multimodal LLM (VLM) 2024 | Developer | Max Params | License | Industry Position |
|---|---|---|---|---|
| Molmo | Allen AI | 72B | Apache 2.0 | Industry-leading Molmo Allen AI open-data |
| LLaVA-NeXT | LLaVA Team | 34B | Apache 2.0 | Industry-leading LLaVA-NeXT open-source pioneer |
| Qwen2.5-VL | Alibaba | 72B | Qwen License (Apache 2.0 smaller) | Industry-leading Qwen2.5-VL multilingual top-tier |
| InternVL2 | OpenGVLab | 76B | MIT | Industry-leading InternVL2 dense + sparse vision encoder |
| Pixtral | Mistral AI | 12B | Apache 2.0 | Industry-leading Pixtral Mistral 12B European |
具体例・対応製品
- Molmo (2024年9月, Apache 2.0, Allen AI): Industry-leading Allen AI Molmo
- Industry-leading 72B open-data + open-weight VLM: Industry-leading 72B open-data + open-weight
- Industry-leading PixMo dataset 1M images + speech-based annotations: Industry-leading PixMo dataset 1M images + speech-based annotations
- Industry-leading pointing capabilities precise spatial reference: Industry-leading pointing capabilities precise spatial reference
- Industry-leading 1B/7B/72B model family: Industry-leading 1B/7B/72B model family
- 競合 LLaVA-NeXT + Qwen2.5-VL + InternVL2 + Pixtral: Industry-leading VLM competitors
選び方・注意点
Molmo Allen AI は「Industry-leading 72B open-data + open-weight + PixMo」「Industry-leading pointing + Allen AI Paul Allen 10 years」用途のIndustry-leading premium 2024年9月 Allen AI product。Industry-leading 72B open-data (Industry-leading 72B open-data + open-weight VLM signature + Industry-leading Molmo open-data signature + Industry-leading fully-open data+weight VLM) で Industry-leading 72B open-data + Industry-leading Molmo open-data + Industry-leading fully-open data+weight VLM。Industry-leading PixMo dataset (Industry-leading PixMo dataset signature open-data 1M images + speech-based annotations + Industry-leading Molmo PixMo signature + Industry-leading speech-based annotation innovation) で Industry-leading PixMo dataset + Industry-leading Molmo PixMo + Industry-leading speech-based annotation innovation。Industry-leading pointing (Industry-leading pointing capabilities signature precise spatial reference + Industry-leading Molmo pointing signature + Industry-leading spatial-reference innovation) で Industry-leading pointing + Industry-leading Molmo pointing + Industry-leading spatial-reference innovation。Industry-leading 1B/7B/72B family (Industry-leading 1B/7B/72B model family signature + Industry-leading Molmo family signature + Industry-leading complete VLM family) で Industry-leading 1B/7B/72B family + Industry-leading Molmo family + Industry-leading complete VLM family。Industry-leading Allen AI 2014 Seattle Paul Allen (Industry-leading Allen AI AI2 2014 Seattle WA Paul Allen Microsoft co-founder 10 years + Industry-leading speech-based captions instead of synthetic + Industry-leading OLMo-7B base + OpenCLIP-ViT-L-14 vision + Industry-leading MMMU + AndroidWorld top scores + Industry-leading beats GPT-4V + Gemini 1.5 Pro on benchmarks open-source + Industry-leading Apache 2.0 + Industry-leading AI2 open research pioneer) で Industry-leading Allen AI + Industry-leading AI2 + Industry-leading 2014 + Industry-leading Seattle + Industry-leading Paul Allen + Industry-leading Microsoft co-founder + Industry-leading 10 years + Industry-leading speech-based captions + Industry-leading OLMo-7B + OpenCLIP + Industry-leading MMMU + AndroidWorld + Industry-leading beats GPT-4V + Gemini 1.5 Pro + Industry-leading Apache 2.0 + Industry-leading AI2 open research pioneer。但しIndustry-leading LLaVA-NeXT + Qwen2.5-VL + InternVL2 + Pixtral competition で Industry-leading 4-VLM competitors vs Molmo Allen AI + Industry-leading 72B open-data + open-weight VLM + PixMo dataset 1M images + speech-based annotations + pointing capabilities precise spatial reference + 1B/7B/72B model family + speech-based captions instead of synthetic + OLMo-7B base + OpenCLIP-ViT-L-14 vision + MMMU + AndroidWorld top scores + beats GPT-4V + Gemini 1.5 Pro on benchmarks open-source + Apache 2.0 license + Allen AI AI2 2014 Seattle WA Paul Allen Microsoft co-founder 10 years + AI2 open research pioneer unique advantage adoption alignment必須。
関連用語との違い
- vs LLaVA-NeXT (2024 Apache 2.0): Molmoは72B + PixMo + pointing + open-data Allen AI・LLaVA-NeXTは34B + AnyRes + Apache 2.0 LLaVA Team
- vs Qwen2.5-VL (2024 Qwen License): Molmoは72B + open-data + open-weight + Apache 2.0 Allen AI American academic・Qwen2.5-VLは72B + 29 languages + Qwen License Alibaba Chinese commercial
- vs InternVL2 (2024 MIT): Molmoは72B + open-data + PixMo + pointing Allen AI・InternVL2は76B + dense+sparse + 8B-76B family + MIT OpenGVLab
よくある質問（FAQ）
Q1: Molmo vs Qwen2.5-VL 違いは？ A: Molmo (Industry-leading 72B open-data + open-weight + PixMo dataset 1M images + speech-based annotations + pointing capabilities + 1B/7B/72B family + speech-based captions + OLMo-7B base + OpenCLIP-ViT-L-14 + MMMU + AndroidWorld + beats GPT-4V + Gemini 1.5 Pro + Allen AI AI2 2014 Seattle Paul Allen 10 years + AI2 open research pioneer + Apache 2.0) vs Qwen2.5-VL (Industry-leading 72B max + 3B/7B family + 29 languages + dynamic resolution + M-RoPE + visual+agentic + DocVQA + InfoVQA + ChartQA + MMBench top + 128K context + Apache 2.0 smaller + long video + object detection + OCR + Alibaba 1999 Hangzhou Jack Ma 25 years + Qwen License 72B)・Industry-leading 72B open-data + PixMo + pointing + 1B/7B/72B + speech-based + OLMo-7B + OpenCLIP + MMMU + AndroidWorld + beats GPT-4V + Gemini 1.5 Pro + Allen AI + Seattle + Paul Allen + 2014 + 10 years + AI2 open research + Apache 2.0 = Molmo + Industry-leading 72B + 3B/7B + 29 languages + dynamic resolution + M-RoPE + agentic + DocVQA + InfoVQA + ChartQA + MMBench + 128K + long video + object detection + OCR + Alibaba + Hangzhou + Jack Ma + 25 years + Qwen License = Qwen2.5-VL preference judgment (Molmo open-data PixMo pointing academic American Apache 2.0 vs Qwen2.5-VL 29 languages + dynamic resolution + agentic commercial Chinese differ)。
Q2: Industry-leading 72B + PixMo dataset value は？ A: Industry-leading 72B + PixMo (Industry-leading 72B open-data + open-weight VLM + Industry-leading PixMo dataset 1M images + speech-based annotations + Industry-leading Molmo dual signature)。
Q3: Industry-leading pointing + Allen AI Paul Allen 10 years value は？ A: Industry-leading pointing + Allen AI (Industry-leading pointing capabilities precise spatial reference + Industry-leading Allen AI AI2 2014 Seattle WA Paul Allen Microsoft co-founder 10 years AI2 open research pioneer heritage)。
まとめ
Molmo Allen AI = 2024年9月Allen AI発表のpremium open-data open-weight VLM。Industry-leading 72B open-data + open-weight VLM signature + Industry-leading PixMo dataset signature open-data 1M images + speech-based annotations + Industry-leading pointing capabilities signature precise spatial reference + Industry-leading 1B/7B/72B model family signature + Industry-leading speech-based captions instead of synthetic + Industry-leading OLMo-7B base + OpenCLIP-ViT-L-14 vision + Industry-leading MMMU + AndroidWorld top scores + Industry-leading beats GPT-4V + Gemini 1.5 Pro on benchmarks open-source signature + Industry-leading Apache 2.0 license + Industry-leading Allen AI AI2 2014 Seattle WA Paul Allen Microsoft co-founder 10 years + Industry-leading AI2 open research pioneer signature + Industry-leading Molmo Allen AI Apache 2.0 open-data open-weight VLM 2024 position確立。