Arshan Dabirsiaghinahsra.hashnode.dev·14 hours agoModel providers give good advice for a changeThis is a great piece by Anthropic. Usually the model providers push you towards complex, high maintenance, and ultimately flakey solutions. This resonates. It seems we all now agree that LLMs are primarily good at data extraction, data summarization...2 likes·56 readsAI
Arpit Dubeyarpitdubey.hashnode.dev·Dec 27, 2024Building a System to Identify Sarcasm in Hindi Twitter PostsIntroduction "भाषा केवल संवाद का साधन नहीं, यह भावनाओं और संस्कृति का प्रतिबिंब है।" (Language is not just a medium of communication; it’s a reflection of emotions and culture.) "भाषा के में व्यंग्यता को समझना, मशीनों के लिए मैजिक है।" (Decoding sar...Deep Learning
Kaval Rathodfinetuningvsrag.hashnode.dev·Dec 25, 2024Exploring Fine-Tuning and Retrieval-Augmented Generation: What's the Difference?AspectFine-TuningRetrieval-Augmented Generation (RAG) DefinitionAdjusts the weights of a pre-trained model using specific datasets for improved performance.Enhances LLM responses by retrieving relevant information from external databases. Methodo...1 likeAI
KiwiChipcodecompass.hashnode.dev·Dec 25, 2024LLMs 파인튜닝 프로젝트: 제품 설명으로 가격 예측하기 (2)🔑 비즈니스 문제 해결을 위한 5단계 전략 비즈니스 문제를 해결하기 위한 5단계 전략은 다음과 같다. 이해 (Understanding) 비즈니스 요구 사항을 깊게 파고들어서 어떤 문제를 해결하려고 하는지 정확히 인지하기 목표가 정확히 무엇인지 문서화 준비 (Preparation) Baseline 모델과 데이터 집합 큐레이팅 과정 등 모델 선택 (Select Models) 모델의 장단점을 파악해서 모델을 선택 커스터마이징 ...Learning LLMsllm
Samiksha KolheforTeckbaker's Blogteckbakers.hashnode.dev·Dec 17, 2024Nemo Curator: Solution for Pre-training/Synthetic Data PreparationHello Techies👋! I’m Samiksha. I hope you all are doing amazing stuff. Welcome to another BlogCast About amazing and trending stuff in the market today: The Nemo Curator(The GPU-Accelerated Open Source Framework for Efficient Generative AI Model Data...5 likesGenerative AINemo Curator
Aryan Gargblog.aryangarg.live·Dec 8, 2024PaliGemma 2 - VLMs made easyIntroduction The evolution of vision-language models has been nothing short of remarkable. From their early stages of independently handling images and text to their current ability to seamlessly integrate the two, these models have reached new heigh...10 likes·52 readsGoogle
Carlos Alarcónblog.carlos-alarcon.com·Dec 7, 2024OpenAI presenta reinforcement fine tunning para sus modelosOpenAI lanzó o1 en ChatGPT como sorpresa del dia 1 de su campaña de lanzamientos navideños y pronto lo integrará a su API. Ahora en su segundo anuncio de navidad, la compañía anuncia un avance significativo en su programa de personalización de modelo...36 readsopenai
Jay Sinhafine-tuning-bert.hashnode.dev·Nov 19, 2024Fine-Tuning BERT for AI-Powered Text Summarization: A Step-by-Step GuideHave you ever been overwhelmed by lengthy articles and wished for concise, accurate summaries? Enter BERT, the AI powerhouse capable of understanding and summarizing text. Text summarization has become an essential tool in our information-heavy wor...BERT
Nitin Agarwalcognibits.hashnode.dev·Nov 17, 2024A Beginner's Guide to Generative AIGenerative AI refers to algorithms that can generate new content, whether it's text, images, audio, or even video. Unlike traditional AI, which typically focuses on classification or prediction tasks, generative models create new data instances that ...254 readsgenerative ai
Sujit Nirmalblackshadow.hashnode.dev·Nov 10, 2024What is an Activation Function?In a neural network, an activation function decides if a neuron should be activated based on the sum of its inputs and weights. This process adds non-linearity to the network, allowing it to learn from non-linear data and solve complex problems like ...activation-layer
