InternVL2 OpenGVLab (2024年)（インターンビーエル2）
2024年7月OpenGVLab発表InternVL2・Industry-leading 76B max VLM + Industry-leading dense+sparse vision encoder + Industry-leading 8B-76B model family + Industry-leading OpenGVLab InternVL2 MIT open-source VLM family 2024。
概要
InternVL2 OpenGVLab は、2024年7月OpenGVLab発表InternVL2・Industry-leading 76B max VLM 2024年OpenGVLab InternVL2 MIT open-source VLM family position確立。InternVL2 specifications = Industry-leading open-source VLM family (Industry-leading InternVL2 OpenGVLab 2024 + Industry-leading open-source VLM family + Industry-leading OpenGVLab flagship) + Industry-leading dense+sparse vision encoder + Industry-leading 8B-76B model family + Industry-leading OpenGVLab InternVL2 MIT open-source VLM family 2024。
主な特徴・仕組み
- Developer: Industry-leading OpenGVLab (Shanghai AI Lab + collaborators) 2024年7月 release
- Model: Industry-leading InternVL2 open-source VLM family 2024年7月 release
- 76B Max VLM: Industry-leading 76B max VLM signature
- Dense+Sparse Vision Encoder: Industry-leading dense+sparse vision encoder signature (InternViT-6B)
- 8B-76B Model Family: Industry-leading 8B/26B/40B/76B model family signature
- Progressive Alignment Strategy: Industry-leading progressive alignment strategy signature (4-stage training)
- MMMU + MathVista Top: Industry-leading MMMU + MathVista top scores
- Multi-Modal Reasoning: Industry-leading multi-modal reasoning capabilities
- OCR + Document Understanding: Industry-leading OCR + document understanding
- Open-Source Apache 2.0 → MIT: Industry-leading MIT license (transitioned from Apache 2.0)
- HuggingFace + OpenCompass: Industry-leading HuggingFace + OpenCompass integration
- InternVL Series: Industry-leading InternVL → InternVL 1.5 → InternVL2 evolution
- OpenGVLab Shanghai AI Lab 2024: Industry-leading OpenGVLab Shanghai AI Lab 2024年7月 release
- Industry-Leading: Industry-leading InternVL2 OpenGVLab MIT open-source VLM family 2024
スペック比較表
| Multimodal LLM (VLM) 2024 | Developer | Max Params | License | Industry Position |
|---|---|---|---|---|
| InternVL2 | OpenGVLab | 76B | MIT | Industry-leading InternVL2 dense + sparse vision encoder |
| 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 |
| Pixtral | Mistral AI | 12B | Apache 2.0 | Industry-leading Pixtral Mistral 12B European |
| Molmo | Allen AI | 72B | Apache 2.0 | Industry-leading Molmo Allen AI open-data |
具体例・対応製品
- InternVL2 (2024年7月, MIT, OpenGVLab): Industry-leading OpenGVLab InternVL2
- Industry-leading 76B max VLM: Industry-leading 76B max VLM
- Industry-leading dense+sparse vision encoder InternViT-6B: Industry-leading dense+sparse vision encoder InternViT-6B
- Industry-leading 8B/26B/40B/76B model family: Industry-leading 8B/26B/40B/76B model family
- Industry-leading progressive alignment strategy 4-stage training: Industry-leading progressive alignment 4-stage training
- 競合 LLaVA-NeXT + Qwen2.5-VL + Pixtral + Molmo: Industry-leading VLM competitors
選び方・注意点
InternVL2 OpenGVLab は「Industry-leading 76B + dense+sparse」「Industry-leading 8B-76B family + OpenGVLab Shanghai AI Lab」用途のIndustry-leading premium 2024年7月 OpenGVLab product。Industry-leading 76B max (Industry-leading 76B max VLM signature + Industry-leading InternVL2 scale signature + Industry-leading largest open-source VLM 2024) で Industry-leading 76B max + Industry-leading InternVL2 + Industry-leading largest open-source VLM 2024。Industry-leading dense+sparse vision (Industry-leading dense+sparse vision encoder signature InternViT-6B + Industry-leading InternVL2 vision encoder signature + Industry-leading premium vision encoder) で Industry-leading dense+sparse vision + Industry-leading InternVL2 + Industry-leading premium vision encoder。Industry-leading 8B-76B family (Industry-leading 8B/26B/40B/76B model family signature + Industry-leading InternVL2 family signature + Industry-leading complete VLM family lineup) で Industry-leading 8B-76B family + Industry-leading InternVL2 family + Industry-leading complete VLM family lineup。Industry-leading progressive alignment (Industry-leading progressive alignment strategy signature 4-stage training + Industry-leading InternVL2 training signature + Industry-leading sophisticated training strategy) で Industry-leading progressive alignment + Industry-leading InternVL2 training + Industry-leading sophisticated training strategy。Industry-leading OpenGVLab Shanghai AI Lab (Industry-leading OpenGVLab Shanghai AI Lab 2024年7月 release + Industry-leading MMMU + MathVista top scores + Industry-leading multi-modal reasoning + Industry-leading OCR + document understanding + Industry-leading MIT license + Industry-leading HuggingFace + OpenCompass integration + Industry-leading InternVL → InternVL 1.5 → InternVL2 evolution) で Industry-leading OpenGVLab + Industry-leading Shanghai AI Lab + Industry-leading 2024年7月 + Industry-leading MMMU + MathVista + Industry-leading multi-modal reasoning + Industry-leading OCR + document + Industry-leading MIT + Industry-leading HuggingFace + OpenCompass + Industry-leading InternVL evolution。但しIndustry-leading LLaVA-NeXT + Qwen2.5-VL + Pixtral + Molmo competition で Industry-leading 4-VLM competitors vs InternVL2 OpenGVLab + Industry-leading 76B max VLM + dense+sparse vision encoder InternViT-6B + 8B/26B/40B/76B model family + progressive alignment strategy 4-stage training + MMMU + MathVista top scores + multi-modal reasoning + OCR + document understanding + MIT license + HuggingFace + OpenCompass integration + InternVL → InternVL 1.5 → InternVL2 evolution + OpenGVLab Shanghai AI Lab 2024年7月 unique advantage adoption alignment必須。
関連用語との違い
- vs LLaVA-NeXT (2024 Apache 2.0): InternVL2は76B + dense+sparse + 8B-76B family MIT OpenGVLab・LLaVA-NeXTは34B + AnyRes + Apache 2.0 LLaVA Team
- vs Qwen2.5-VL (2024 Qwen License): InternVL2は76B + dense+sparse MIT OpenGVLab Chinese・Qwen2.5-VLは72B + 29 languages + Qwen License Alibaba Chinese
- vs Pixtral Mistral (2024 Apache 2.0): InternVL2は76B + 8B-76B family MIT OpenGVLab Chinese・Pixtralは12B + Mistral AI European
よくある質問（FAQ）
Q1: InternVL2 vs Qwen2.5-VL 違いは？ A: InternVL2 (Industry-leading 76B max + dense+sparse vision InternViT-6B + 8B/26B/40B/76B family + progressive alignment 4-stage + MMMU + MathVista + multi-modal reasoning + OCR + document + HuggingFace + OpenCompass + InternVL evolution + OpenGVLab Shanghai AI Lab 2024年7月 + MIT) 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 76B max + dense+sparse vision + 8B-76B family + progressive alignment + MMMU + MathVista + multi-modal + OpenGVLab + Shanghai AI Lab + 2024年7月 + MIT = InternVL2 + Industry-leading 72B + 3B/7B + 29 languages + dynamic resolution + M-RoPE + agentic + DocVQA + 128K + long video + Alibaba + Hangzhou + Jack Ma + 25 years + Qwen License = Qwen2.5-VL preference judgment (InternVL2 academic 76B+8B-76B family+dense+sparse Shanghai AI Lab vs Qwen2.5-VL commercial 72B+29 languages+128K+agentic Alibaba differ)。
Q2: Industry-leading 76B + dense+sparse value は？ A: Industry-leading 76B + dense+sparse (Industry-leading 76B max VLM largest open-source 2024 + Industry-leading dense+sparse vision encoder InternViT-6B + Industry-leading InternVL2 dual signature)。
Q3: Industry-leading 8B-76B family + OpenGVLab Shanghai AI Lab value は？ A: Industry-leading 8B-76B + OpenGVLab (Industry-leading 8B/26B/40B/76B complete model family + Industry-leading OpenGVLab Shanghai AI Lab 2024年7月 heritage)。
まとめ
InternVL2 OpenGVLab = 2024年7月OpenGVLab発表のpremium open-source VLM family。Industry-leading 76B max VLM signature largest open-source 2024 + Industry-leading dense+sparse vision encoder signature InternViT-6B + Industry-leading 8B/26B/40B/76B model family signature + Industry-leading progressive alignment strategy signature 4-stage training + Industry-leading MMMU + MathVista top scores + Industry-leading multi-modal reasoning capabilities + Industry-leading OCR + document understanding + Industry-leading MIT license (transitioned from Apache 2.0) + Industry-leading HuggingFace + OpenCompass integration + Industry-leading InternVL → InternVL 1.5 → InternVL2 evolution + Industry-leading OpenGVLab Shanghai AI Lab 2024年7月 release + Industry-leading InternVL2 OpenGVLab MIT open-source VLM family 2024 position確立。