Update Frames2LoRA model card filenames

README.md

@@ -14,25 +14,23 @@ Official implementation of **Frames2LoRA**
 
 [![project page](https://img.shields.io/badge/🌐_project-page-3b82f6?style=flat-square)](https://frames2lora.github.io/)
 [![arxiv paper](https://img.shields.io/badge/📄_arxiv_paper-2606.04351-b31b1b?style=flat-square)](https://arxiv.org/abs/2606.04351)
+[![code](https://img.shields.io/badge/GitHub-Frames2LoRA-181717?style=flat-square)](https://github.com/frames2lora/Frames2LoRA)
 
+This repository contains two Frames2LoRA Stage 1 checkpoint files:
 
-This repository contains two Video2LoRA Stage 1 checkpoint files:
-
-- `video2lora-smolvlm2-500m-best-ce.pt` for `HuggingFaceTB/SmolVLM2-500M-Video-Instruct`
-- `video2lora-smolvlm2-2.2b-best-ce.pt` for `HuggingFaceTB/SmolVLM2-2.2B-Instruct`
+- `frames2lora-smolvlm2-500m-best-ce.pt` for `HuggingFaceTB/SmolVLM2-500M-Video-Instruct`
+- `frames2lora-smolvlm2-2.2b-best-ce.pt` for `HuggingFaceTB/SmolVLM2-2.2B-Instruct`
 
 ## Cite us
 
-```
-@misc{suri2026video2loraparametricvideointernalization,
-      title={Video2LoRA: Parametric Video Internalization for Vision-Language Models}, 
+```bibtex
+@misc{suri2026frames2loraparametricvideointernalization,
+      title={Frames2LoRA: Parametric Video Internalization for Vision-Language Models},
       author={Manan Suri and Sarvesh Baskar and Dinesh Manocha},
       year={2026},
       eprint={2606.04351},
       archivePrefix={arXiv},
       primaryClass={cs.CV},
-      url={https://arxiv.org/abs/2606.04351}, 
+      url={https://arxiv.org/abs/2606.04351},
 }
 ```
-
-