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README.md

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 ## Model Details
 
-`fastvlm-0.5b-captions` is a finetuned version of **FastVLM-0.5B Stage 3** from the [FastVLM official repository](https://github.com/apple/ml-fastvlm), built for **efficient structured image captioning on mobile devices**. This model incorporates **LoRA fine-tuning**, **4-bit quantization**, and **MobileCLIP-S0** as its vision tower, achieving substantial RAM reductions for embedded inference.
+`fastvlm-0.5b-captions` is a finetuned version of **FastVLM-0.5B Stage 3** from the [FastVLM official repository](https://github.com/apple/ml-fastvlm), built for **efficient structured image captioning on mobile devices**. This model incorporates **LoRA fine-tuning**, **4-bit quantization**, and **MobileCLIP-S0** as its vision tower, achieving substantial RAM reductions for embedded inference. This is part of a larger research project that I'm conducting. Find out more at [orionlive.ai/research](https://orionlive.ai/research) or visit my git repo [riddhimanrana/orion](https://github.com/riddhimanrana/orion)
 
 ### Model Description