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license: apache-2.0
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license: apache-2.0
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---
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# Haplo Model Card
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This work presents a simple yet efficient method to construct a baseline for the native and end-to-end large multi-modal model in a single transformer. The proposed model demonstrates superior performance compared to other LMMs using one transformer and significantly narrows the performance gap with compositional LMMs.
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**Model date:**
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Haplo models were trained in September 2024.
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**Paper or resources for more information:** https://haplo-vl.github.io/
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**Performace**
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| Model | SEEDB | POPE | RWQA | MMB | MMStar | VQAv2 | GQA | SQA |
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|------------|-------|------|------|-----|--------|-------|-----|------|
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| Haplo-8B-672 | 75.1 | 88.6 | 61.4 | 73.6| 57.2 | 81.0 | 65.5| 95.3 |
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| Haplo-8B-MI-672 | 75.5 | 88.2 | 62.0 | 75.0| 57.6 | 80.7 | 65.0| 94.4 |
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## Intended use
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**Primary intended uses:**
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The primary use of Haplo is research on large multimodal models and chatbots.
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**Primary intended users:**
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The primary intended users of the model are researchers and hobbyists in computer vision, natural language processing, machine learning, and artificial intelligence.
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