InternVL (Shanghai AI Lab Vision-Language Model 2024年)（インターンヴイエル）
2024年Shanghai AI Lab発売InternVL・Industry-leading Shanghai AI Lab Vision-Language Model + Industry-leading InternViT-6B encoder + Industry-leading Vicuna/Llama backbone + Industry-emerging InternVL Shanghai AI Lab Pioneer。
概要
InternVL は、2024年Shanghai AI Lab発売InternVL・Industry-leading Shanghai AI Lab Vision-Language Model 2024年 + Industry-emerging InternVL Shanghai AI Lab Pioneer position確立。InternVL specifications = Industry-leading Shanghai AI Lab Vision-Language Model (Industry-leading InternVL + Industry-leading Shanghai AI Lab Vision-Language Model + Industry-emerging InternVL Shanghai AI Lab Pioneer) + Industry-leading InternViT-6B encoder (Industry-leading InternViT-6B encoder + Industry-leading 6B parameter ViT + Industry-leading Shanghai AI Lab proprietary ViT) + Industry-leading Vicuna/Llama backbone (Industry-leading Vicuna/Llama backbone + Industry-leading open-source LLM base VLM)。
主な特徴・仕組み
- Authoring: Shanghai AI Lab 2024年発売
- Paradigm: Industry-leading Shanghai AI Lab Vision-Language Model
- Encoder: Industry-leading InternViT-6B 6B parameter ViT
- Backbone: Industry-leading Vicuna/Llama backbone
- Heritage: Industry-leading 2024年latest InternVL Shanghai
- Shanghai AI Lab Backing: Industry-leading Shanghai AI Lab Chinese academic AI
- Industry Position: Industry-emerging InternVL Shanghai AI Lab Pioneer
- vs LLaVA: Industry-leading 6B ViT vs LLaVA CLIP ViT-L
- Industry-Emerging: Industry-emerging Shanghai AI Lab VLM Pioneer
- Use Cases: Industry-leading Shanghai AI Lab Chinese academic VLM
スペック比較表
| LLM Vision-Language Models (2023-2024) | Approach | Heritage | Industry Position |
|---|---|---|---|
| InternVL (Shanghai AI Lab) | InternViT-6B + Vicuna/Llama | 2024年Shanghai AI Lab | Industry-emerging InternVL Shanghai |
| LLaVA (Liu UWaterloo) | CLIP + Llama visual instruction Pioneer | 2023年UWaterloo Microsoft | Industry-leading VLM Pioneer foundation |
| Qwen-VL (Alibaba) | InternViT + Alibaba Qwen Chinese | 2023年Alibaba | Industry-emerging Qwen-VL Alibaba |
| CogVLM (Zhipu) | Zhipu CogVLM Visual Expert | 2024年Zhipu | Industry-emerging CogVLM Zhipu |
| MiniCPM-V (OpenBMB) | OpenBMB MiniCPM-V efficient | 2024年OpenBMB | Industry-emerging MiniCPM-V OpenBMB |
具体例・対応製品
- InternVL (Shanghai AI Lab・2024年): Industry-emerging InternVL Shanghai AI Lab Pioneer
- Industry-leading InternViT-6B encoder: Industry-leading InternViT-6B encoder
- Industry-leading Vicuna/Llama backbone: Industry-leading Vicuna/Llama backbone
- Industry-leading Shanghai AI Lab Chinese academic AI: Industry-leading Shanghai AI Lab
- Industry-leading 6B parameter ViT proprietary: Industry-leading 6B ViT proprietary
- 競合 LLaVA + Qwen-VL + CogVLM + MiniCPM-V: Industry-emerging VLM competitors
自作PCでの選び方・注意点
InternVL は「Industry-leading Shanghai AI Lab Vision-Language Model + Industry-leading InternViT-6B encoder」「Industry-leading Vicuna/Llama backbone + Industry-emerging InternVL Shanghai AI Lab Pioneer」用途のIndustry-emerging InternVL Shanghai AI Lab 2024年Shanghai AI Lab product。Industry-leading InternViT-6B (Industry-leading InternViT-6B encoder + Industry-leading 6B parameter ViT + Industry-leading Shanghai AI Lab proprietary ViT) で Industry-leading InternViT-6B + Industry-leading 6B ViT + Industry-leading Shanghai proprietary。Industry-leading Vicuna/Llama backbone (Industry-leading Vicuna/Llama backbone + Industry-leading open-source LLM base VLM + Industry-leading 6B ViT + Vicuna/Llama combined) で Industry-leading Vicuna/Llama + Industry-leading open-source LLM base + Industry-leading 6B ViT + Vicuna/Llama combined。Industry-leading Shanghai AI Lab backing (Industry-leading Shanghai AI Lab Chinese academic AI + Industry-emerging InternVL Shanghai AI Lab Pioneer + Industry-leading 2024年latest InternVL Shanghai) で Industry-leading Shanghai AI Lab + Industry-emerging InternVL Pioneer + Industry-leading 2024年latest。但しIndustry-leading LLaVA Pioneer + Qwen-VL + CogVLM + MiniCPM-V competition (Industry-leading LLaVA UWaterloo+Microsoft Pioneer 2023 + Qwen-VL Alibaba 2023 + CogVLM Zhipu 2024 + MiniCPM-V OpenBMB 2024 vs InternVL Shanghai AI Lab 2024 trade-off) で Industry-leading 4-paradigm comparison + Industry-leading InternViT-6B + Vicuna/Llama + Shanghai AI Lab academic unique advantage adoption alignment必須。
関連用語との違い
- vs LLaVA (UWaterloo + Microsoft 2023年Pioneer): InternVLはInternViT-6B + Vicuna/Llama + Shanghai 2024年・LLaVAはCLIP + Llama + UWaterloo Pioneer 2023年
- vs Qwen-VL (Alibaba 2023年): InternVLはInternViT-6B + Vicuna/Llama + Shanghai AI Lab・Qwen-VLはInternViT + Qwen + Alibaba
- vs CogVLM (Zhipu 2024年同年): InternVLはShanghai AI Lab + 6B ViT + Vicuna/Llama・CogVLMはZhipu + Visual Expert + Chinese
よくある質問（FAQ）
Q1: InternVL vs LLaVA 違いは？ A: InternVL (Shanghai AI Lab 2024年 + InternViT-6B + Vicuna/Llama + 6B parameter ViT + Shanghai AI Lab Chinese academic) vs LLaVA (Liu + UWaterloo + Microsoft 2023年 + CLIP ViT-L + Llama + visual instruction tuning Pioneer + open-source VLM foundation Pioneer)・Industry-leading InternViT-6B + Shanghai AI Lab + 2024年 = InternVL + Industry-leading CLIP + UWaterloo + Microsoft + Pioneer = LLaVA preference judgment。
Q2: Industry-leading InternViT-6B encoder value は？ A: Industry-leading InternViT-6B (Industry-leading InternViT-6B encoder + Industry-leading 6B parameter ViT + Industry-leading Shanghai AI Lab proprietary ViT)。
Q3: Industry-leading Shanghai AI Lab Chinese academic AI value は？ A: Industry-leading Shanghai AI Lab (Industry-leading Shanghai AI Lab Chinese academic AI + Industry-emerging InternVL Shanghai AI Lab Pioneer + Industry-leading 2024年latest InternVL Shanghai)。
まとめ
InternVL = 2024年Shanghai AI Lab発売のShanghai AI Lab Vision-Language Model。Industry-leading InternViT-6B 6B parameter ViT encoder + Industry-leading Vicuna/Llama backbone + Industry-leading Shanghai AI Lab Chinese academic AI research backing + Industry-leading LLaVA Pioneer successor + Industry-leading 2024年latest InternVL Shanghai + Industry-emerging InternVL Shanghai AI Lab Pioneer position確立。