DongfuJiang
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base_model:
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tags:
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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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# llava_clip_llama3_8b_finetune_8192
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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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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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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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### Training results
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### Framework versions
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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)
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