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Update README.md

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@@ -9,4 +9,10 @@ pipeline_tag: image-classification
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  library_name: transformers
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  tags:
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  - LoRA
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- ---
 
 
 
 
 
 
 
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  library_name: transformers
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  tags:
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  - LoRA
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+ ---
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+
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+ LoRA adapter weights for the `timm/vit_base_patch16_224.augreg2_in21k_ft_in1k` model fine tuned with the `ethz/food101` dataset.
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+
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+ Artefacts:
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+ 1. [The entire code for LoRA fine tuning](https://github.com/ariG23498/timm-wrapper-examples/blob/main/%2305_sft_lora.ipynb)
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+ 2. [Inference code with the adapters](https://github.com/ariG23498/timm-wrapper-examples/blob/main/%2306_use_lora.ipynb)