Artificial Intelligence Feed’s Post

List of Activities and Their Corresponding Suitable LLMs in the Artificial Intelligence AI World Right Now: A Comprehensive Guide Choosing large language models

Enhancing Text Embeddings in Small Language Models: A Contrastive Fine-Tuning Approach with MiniCPM LLMs excel in natural language understanding but are resource-intensive, limiting their accessibility. Smaller models like MiniCPM offer better scalability but often need targeted optimization to perform. Text embeddings, vector representations that... https://lnkd.in/dsuxnkv2 #AI #ML #Automation

CAT-BENCH: Evaluating Language Models Understanding of Temporal Dependencies in Procedural Texts Understanding how LLMs comprehend natural language plans, such as instructions and recipes, is crucial for their dependable use in decision-making systems. A critical aspect of plans is their temporal sequencing, which reflects the causal relationsh... https://lnkd.in/eZwW7CAe #AI #ML #Automation

Are LLMs really superior intelligence? I did some research and this paper is a survey of studies of the popular Large Language Models (LLMs) from various research and industry papers and review the abilities in terms of comprehending language understanding like what human have, revealing key challenges and limitations associated with popular LLMs including BERTology and GPT alike models.

🚀 Exciting Announcement! 🚀 I am thrilled to share with you all my latest blog post on Large Language Models (LLMs), a fascinating topic shaping the future of natural language processing! 📝✨ In this article, I delve into the intricacies of LLMs, exploring their significance, workings, and real-world applications. From understanding the basics of language modeling to unveiling the transformative power of models like GPT-3 and BERT, this blog takes you on an insightful journey through the realm of artificial intelligence and language processing. I owe a huge debt of gratitude to Kanav Bansal Sir for his invaluable guidance and mentorship throughout the process of crafting this piece. His expertise and encouragement have been instrumental in shaping my understanding of LLMs, and I am truly grateful for his unwavering support. I invite you all to read the blog and join the conversation on LinkedIn! Let's explore the endless possibilities that LLMs offer and celebrate the remarkable advancements in the field of natural language processing together. 💬🌟 #LLMs #ArtificialIntelligence #NLP #GPT3 #BERT #LinkedIn #Blog #Gratitude #Mentorship #AI #LanguageModeling

From RAG to ReST: A Survey of Advanced Techniques in Large Language Model Development Large Language Models

Hello '🔗's 🌟 Uncover the Magic of Large Language Models (LLMs) with our latest guide! 🚀 Join us on an illuminating journey as we delve into the transformative power of LLMs in the tech landscape, particularly from the perspective of South India. From breaking language barriers to enhancing creativity and efficiency, LLMs are revolutionizing how we interact with AI. In our comprehensive overview, we'll explore: 🔍 Understanding LLMs: Discover the essence of these advanced AI models and their ability to generate human-like text. 💡 GPT-3: Your Virtual Knowledge Bank: Dive into the infinite possibilities offered by OpenAI's GPT-3, from expanding knowledge to sparking creativity. 🌐 Multilingual Mastery: Explore how LLMs excel in bridging language gaps, especially in languages like Tamil, Telugu, Kannada, Malayalam, and more. 🎨 Beyond Language: Unleash creativity and boost productivity with LLMs' assistance in coding, content creation, and personalized recommendations. 🛡️ Ethical Integration: Learn about the importance of responsible LLM utilization, including privacy protection and bias minimization. Let's embrace innovation responsibly and embark on a journey filled with exploration and discovery. Happy exploring, tech enthusiasts! 🚀💬 Innomatics Research Labs #LLM #LanguageModels #AI #Innovation #Technology

AI researchers have put together an overview of different kinds of hallucinations of large language models: https://lnkd.in/e8vG89sD. #artificialintelligence #hallucinations #airesearch

Researchers have put together a hallucination leader board for popular large language models based on summarization of input https://lnkd.in/eYR_aJGB.  #generativeai #largelanguagemodel #hallucinations #leaderboard #artificialintelligence

Ultimately all AI models (either through self or imposed regulation) will easily be able to set “system prompts” that guide them to follow core human values like respect and empathy for others, not doing harm to others, etc. Fortunately, models can be more reliable (than humans) in staying on a “good path” especially if definitively told by their creators to never compromise on core principles.