Models
QwenVL vs. BakLLaVA

QwenVL vs. BakLLaVA

Both QwenVL and BakLLaVA are commonly used in computer vision projects. Below, we compare and contrast QwenVL and BakLLaVA.

Models

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QwenVL

Qwen-VL is an LMM developed by Alibaba Cloud. Qwen-VL accepts images, text, and bounding boxes as inputs. The model can output text and bounding boxes. Qwen-VL naturally supports English, Chinese, and multilingual conversation.
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BakLLaVA

BakLLaVA is an LMM developed by LAION, Ontocord, and Skunkworks AI. BakLLaVA uses a Mistral 7B base augmented with the LLaVA 1.5 architecture.
Model Type
Multimodal Model
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Multimodal Model
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Model Features
Item 1 Info
Item 2 Info
Architecture
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Frameworks
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
3.3k+
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650
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License
Tongyi Qianwen
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Apache-2.0
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Training Notebook
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Compare QwenVL and BakLLaVA with Autodistill

We ran seven tests across five state-of-the-art Large Multimodal Models (LMMs) on November 23rd, 2023. QwenVL passed at five of seven tests and BakLLaVA passed at one of seven tests. Here are the results:

Based on our tests, QwenVL performs better across different multimodal tasks than BakLLaVA.

Read more of our analysis.

Models

QwenVL vs. BakLLaVA

.

Both

QwenVL

and

BakLLaVA

are commonly used in computer vision projects. Below, we compare and contrast

QwenVL

and

BakLLaVA
  QwenVL BakLLaVA
Date of Release Oct 13, 2023
Model Type Multimodal Model Multimodal Model
Architecture
GitHub Stars 3300 647

We ran seven tests across five state-of-the-art Large Multimodal Models (LMMs) on November 23rd, 2023. QwenVL passed at five of seven tests and BakLLaVA passed at one of seven tests. Here are the results:

Based on our tests, QwenVL performs better across different multimodal tasks than BakLLaVA.

Read more of our analysis.

QwenVL

Qwen-VL is an LMM developed by Alibaba Cloud. Qwen-VL accepts images, text, and bounding boxes as inputs. The model can output text and bounding boxes. Qwen-VL naturally supports English, Chinese, and multilingual conversation.

How to AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow to Create a Confusion Matrix

BakLLaVA

BakLLaVA is an LMM developed by LAION, Ontocord, and Skunkworks AI. BakLLaVA uses a Mistral 7B base augmented with the LLaVA 1.5 architecture.

How to AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow to Create a Confusion Matrix

Compare QwenVL to other models

Compare BakLLaVA to other models

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