@Maximilian08

From Document Overload to Instant Insights: Meet DocQuest

Mar 21 · 7 min read · If you're like me, your browser probably has 15 tabs open right now. There's a research PDF you need to finish. A lecture recording you haven't listened to. A meeting transcript from yesterday. And a

Revolutionizing Healthcare Conversations: Building a Medical Chatbot Using LlamaIndex and DeepLake On Custom Dataset

Oct 24, 2023 · 7 min read · Introduction In today's rapidly evolving society, telemedicine is redefining the contours of patient care. As healthcare providers migrate to virtual consultations, patients seek clarity and relevance in their digital interactions. However, building ...

Large Language Models: A Dive Into Three Distinct Architectures

Oct 16, 2023 · 4 min read · Introduction The rise of large language models has changed the landscape of Natural Language Processing (NLP) dramatically. Their ability to comprehend, generate, and interact using human language has unlocked numerous applications, from chatbots to ...

Parameter Efficient FineTuning In Action: Finetuning LLMs Using PEFT & LoRA For Causal Language Modeling Task

Oct 14, 2023 · 20 min read · Hands-on Code Generation Implementation using Codegen pre-trained model- Parameter Efficient Fine-Tuning — LoRA - CausalLM Introduction In our ever-evolving AI landscape, the excitement around Language Models is palpable. Yet, as models grow in size,...

Langchain Meets GPT-3.5: Crafting the Ultimate Multilingual News Articles Summarizer In English And French

Sep 26, 2023 · 9 min read · Introduction In our modern, rapidly evolving society, staying abreast of current news and updates is crucial. Yet, sifting through numerous articles can be a tedious task. To streamline this process and provide you with succinct insights, we're intro...