RARana Adeel Tahirinthelatentlament.hashnode.dev·Feb 10 · 3 min readFine-Tuning BLIP-2 with LoRAIn my journey to dive deeper into multimodal AI systems, I decided to fine-tune BLIP-2, a powerful vision-language model trained on the Flickr8k dataset to generate image captions. What made this more exciting was integrating LoRA (Low-Rank Adaptatio...10
RARana Adeel Tahirinthelatentlament.hashnode.dev·Feb 3 · 5 min readHow to run Mamba SSM on Kaggle?Recently Mamba has been making waves due to it’s linear time complexity in regards to processing tokens sequential. It is basically a Linear RNN under the hood but with selective forgetting and selective memorization, the very ablity that sets the Tr...10
RARana Adeel Tahirinthelatentlament.hashnode.dev·Feb 2 · 9 min readFine-Tuning DeepSeek Math to Solve Emoji Equations: A Step-by-Step GuideThis blog post guides you through the process of fine-tuning the DeepSeek Math model to solve math problems expressed using emojis. This is a fun and engaging way to explore the capabilities of large language models (LLMs) and their ability to unders...10
RARana Adeel Tahirinthelatentlament.hashnode.dev·Feb 1 · 11 min readBuilding a Transformer from Scratch: Translating Pseudo Code to C++In this blog post, I’ll walk you through my journey of building a transformer model from scratch and training it to translate pseudo-code into C++ code. This project combines natural language processing (NLP) with code generation, and I’m excited to ...10
