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  ---
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- base_model: MFuyu/llava_clip_llama3_8b_pretrain_8192
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  tags:
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- - generated_from_trainer
 
 
 
 
 
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  model-index:
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  - name: llava_clip_llama3_8b_finetune_8192
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  results: []
 
 
 
 
 
 
 
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  ---
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- <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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- should probably proofread and complete it, then remove this comment. -->
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-
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- # llava_clip_llama3_8b_finetune_8192
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-
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- This model is a fine-tuned version of [MFuyu/llava_clip_llama3_8b_pretrain_8192](https://huggingface.co/MFuyu/llava_clip_llama3_8b_pretrain_8192) on an unknown dataset.
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-
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- ## Model description
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-
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- More information needed
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-
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- ## Intended uses & limitations
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-
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- More information needed
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-
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- ## Training and evaluation data
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-
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- More information needed
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-
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- ## Training procedure
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-
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- ### Training hyperparameters
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-
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- The following hyperparameters were used during training:
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- - learning_rate: 1e-05
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- - train_batch_size: 1
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- - eval_batch_size: 1
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- - seed: 42
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- - distributed_type: multi-GPU
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- - num_devices: 16
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- - gradient_accumulation_steps: 8
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- - total_train_batch_size: 128
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- - total_eval_batch_size: 16
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- - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- - lr_scheduler_type: cosine
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- - lr_scheduler_warmup_ratio: 0.03
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- - num_epochs: 1.0
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-
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- ### Training results
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-
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-
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-
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- ### Framework versions
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-
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- - Transformers 4.39.2
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- - Pytorch 2.2.1
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- - Datasets 2.18.0
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- - Tokenizers 0.15.2
 
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+ base_model: TIGER-Lab/Mantis-8B-clip-llama3-pretraind
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  tags:
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+ - multimodal
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+ - llava
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+ - llama3
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+ - clip
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+ - lmm
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+ - vlm
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  model-index:
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  - name: llava_clip_llama3_8b_finetune_8192
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  results: []
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+ license: llama3
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+ datasets:
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+ - TIGER-Lab/Mantis-Instruct
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+ language:
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+ - en
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+ metrics:
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+ - accuracy
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  ---
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+ # Mantis
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+ [Paper](https://arxiv.org/abs/2405.01483) | [Website](https://tiger-ai-lab.github.io/Mantis/) | [Github](https://github.com/TIGER-AI-Lab/Mantis) | [Models](https://huggingface.co/collections/TIGER-Lab/mantis-6619b0834594c878cdb1d6e4) | [Demo](https://huggingface.co/spaces/TIGER-Lab/Mantis)