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llava-qwen1.5-4b-chat
jzsues/llava-qwen1.5-4b-chat
llava-qwen1.5-4b-chat is a visual question answering model from jzsues. Use it for the visual question answering task on the model card, and read the license before you ship it in a product. It is set up for transformers.
llava-qwen1.5-4b-chat is a lightweight multimodal models base on LLaVA architecture. - Language Model: Qwen/Qwen1.5-4B-Chat - Vision Encoder: google/siglip-so400m-patch14-384 - Total Paramters: 4,388,102,720
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8.8 GB on disk
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Repo makeup
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At a glance
- Task
- Visual Question Answering
- Library
- transformers
- Model type
- llava-qwen2
- Access
- Public
- Created
- Mar 16, 2024
- Updated
- Mar 17, 2024
- SHA
- 49a856de
Model card
From the Hugging Face model README
Model
<!-- Provide a quick summary of what the model is/does. -->llava-qwen1.5-4b-chat is a lightweight multimodal models base on LLaVA architecture.
- Language Model: Qwen/Qwen1.5-4B-Chat
- Vision Encoder: google/siglip-so400m-patch14-384
- Total Paramters: 4,388,102,720
Evaluation
MMBench
| Model | MMBench Test (EN) | MMBench Dev (EN) | MMBench Test (CN) | MMBench Dev (CN) | CCBench Dev |
|---|---|---|---|---|---|
| LLaVA-v1.5-7B | 67.7 | 69.2 | 61.0 | 59.7 | 28.4 |
| LLaVA-InternLM-7B | 69.0 | 68.5 | 66.7 | 63.8 | 37.3 |
| LLaVA-InternLM2-7B | 73.3 | 74.6 | 71.7 | 72.0 | 42.5 |
| Bunny-3B | 69.2 | 68.6 | - | - | - |
| MiniCPM-V | 64.1 | 67.9 | 62.6 | 65.3 | 41.4 |
| llava-qwen1.5-4b-chat | 69.6 | 69.2 | 68.6 | 68.3 | 41.0 |
Uses
TBD
Training Details
TBD
- Task
- Visual Question Answering
- Library
- transformers
- Type
- llava-qwen2
- Languages
- zh, en
- Created
- Mar 16, 2024
- Updated
- Mar 17, 2024