Models
LLaVA vs. BakLLaVA

LLaVA vs. BakLLaVA

Both LLaVA-1.5 and BakLLaVA are commonly used in computer vision projects. Below, we compare and contrast LLaVA-1.5 and BakLLaVA.

Models

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LLaVA-1.5

LLaVA is an open source multimodal language model that you can use for visual question answering and has limited support for object detection.
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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
Object Detection
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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
16,000
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650
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License
Apache-2.0
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Apache-2.0
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Training Notebook
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Compare LLaVA-1.5 and BakLLaVA with Autodistill

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

Based on our tests, we assess that both LLaVA and BakLLaVA, while notable models, do not perform as well as other LMMs such as Qwen-VL and CogVLM.

Read more of our analysis.

Models

LLaVA vs. BakLLaVA

.

Both

LLaVA-1.5

and

BakLLaVA

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

LLaVA-1.5

and

BakLLaVA
  LLaVA-1.5 BakLLaVA
Date of Release Oct 05, 2023 Oct 13, 2023
Model Type Object Detection Multimodal Model
Architecture
GitHub Stars 16000 647

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

Based on our tests, we assess that both LLaVA and BakLLaVA, while notable models, do not perform as well as other LMMs such as Qwen-VL and CogVLM.

Read more of our analysis.

LLaVA-1.5

LLaVA is an open source multimodal language model that you can use for visual question answering and has limited support for object detection.

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 LLaVA-1.5 to other models

Compare BakLLaVA to other models

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