Comments (4)
Lyken17
commented on August 12, 2024
2
The main benefits comes from training data improvement during the pre-training.
We are working on techinical papers and plan to reveal more details once ready :)
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hkunzhe
commented on August 12, 2024
1
@Lyken17 Hi, I noticed that the paper was updated a few days ago, but it still does not mention the capability for video understanding. After comparing VILA's initial submission and version 1.5, I found that the pre-training dataset only added ShareGPT4v, while in SFT, video-related datasets such as shot2story/ShareGPT4Video were added. Moreover, the model was switched from llama2 + clip to llama3 + siglip/internvit. Could you elaborate on that in more detail?
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hkunzhe
commented on August 12, 2024
@Lyken17, Great work! Looking forward to the technical paper!
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Lyken17
commented on August 12, 2024
We will release the arxiv in sometime in the July. Stay tuned :)
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Related Issues (20)
- How to convert model to gguf HOT 3
- Deployment to SageMaker and/or HuggingFace Inference Endpoints Fails With Error HOT 5
- Whether the visual encoder participates in training HOT 1
- Support for multi-video captioning with multiple grid image inputs? HOT 1
- Multi-Image or Multi-Video Inference Example HOT 2
- question: what does 'repack_multimodal_data' function do? HOT 1
- release schedule for the "VILA1.5-34b-4bit-AWQ" model. HOT 1
- Is there any way to increase the context window? HOT 4
- Question re. LanguageModel vs LanguageModelForCausalLM functionalies HOT 2
- Llama2 or Llama3
- What is the conv_mode for VILA-1.5-3B ? HOT 1
- AttributeError: 'Image' object has no attribute 'shape' HOT 6
- Support VILA with lmdeploy
- Image text retrieval support
- COYO-700M Dataset Download Script Error
- Issue with Flash Attention on V100 GPU for Llama-3-VILA1.5-8B Model HOT 3
- [Help] Using VILA1.5-40b model for Video Descriptions
- [HELP] Do we have any docker image for Jetson platform ?
- No training scripts in scripts/v1_5/paper/
- About sharegpt_video. How do you make video file from jpeg images?
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