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datasets: |
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- SkunkworksAI/BakLLaVA-1-FT |
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language: |
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- en |
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license: apache-2.0 |
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--- |
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<p><h1> BakLLaVA-1 </h1></p> |
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Thank you to our compute sponsors Together Compute (www.together.ai). |
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In collaboration with **Ontocord** (www.ontocord.ai) and **LAION** (www.laion.ai). |
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BakLLaVA 1 is a Mistral 7B base augmented with the LLaVA 1.5 architecture. In this first version, we showcase that a Mistral 7B base outperforms Llama 2 13B on several benchmarks. |
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You can run BakLLaVA-1 on our repo. We are currently updating it to make it easier for you to finetune and inference. (https://github.com/SkunkworksAI/BakLLaVA). |
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Note: BakLLaVA-1 is fully open-source but was trained on certain data that includes LLaVA's corpus which is not commercially permissive. We will fix this in the upcoming release. |
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BakLLaVA 2 is cooking with a significantly larger (commercially viable) dataset and a novel architecture that expands beyond the current LLaVA method. BakLLaVA-2 will do away with the restrictions of BakLLaVA-1. |
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# Evaluations |
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# Training dataset |
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- 558K filtered image-text pairs from LAION/CC/SBU, captioned by BLIP. |
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- 158K GPT-generated multimodal instruction-following data. |
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- 450K academic-task-oriented VQA data mixture. |
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- 40K ShareGPT data. |
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- Additional private data (permissive) |
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