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README.md

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 # Mocha Checkpoint for BLIP-Base Model
 
-The official checkpoint of BLIP-Base model, finetuned on MS-COCO with the MOCHa RL frameword, introduced in [MOCHa: Multi-Objective Reinforcement Mitigating Caption Hallucinations](https://arxiv.org/pdf/2312.03631.pdf)
+The official checkpoint of BLIP-Base model, finetuned on MS-COCO with the MOCHa RL framework, introduced in [MOCHa: Multi-Objective Reinforcement Mitigating Caption Hallucinations](https://arxiv.org/pdf/2312.03631.pdf)
 
 [Project Page](https://assafbk.github.io/mocha/)