NovitaAInovita.hashnode.dev·an hour agoHow Large Language Models Work?Dive yourself into the intricate world of large language models (LLMs), their applications, and the ethical considerations they bring to industries such as healthcare, finance, and technology. Learn how these advanced AI models work, their benefits, ...DiscussArtificial Intelligence
NovitaAInovita.hashnode.dev·an hour agoVicuna: an Open-Source Large Language Model for ChatbotsExplore the breakthroughs of Vicuna-13B, an open-source chatbot fine-tuned on human conversations. Discover its performance metrics, comparison with major models like GPT-4, and its wide-ranging applications in industries from customer support to hea...DiscussVicuna
Amit Sharmareadingpills.com·Apr 17, 2024Don't Trust AI Models responses? CRITIC Ensures LLM TrustworthinessWhile interacting with Large Language Models (LLMs) one thing that you should keep in mind, that sometimes the response received to your prompt may be flawed, factually incorrect, completely made up or even offensive or harmful to others in some case...DiscussAI
NovitaAInovita.hashnode.dev·Apr 17, 2024Guide to Setting up Your Local LLMLearn how to set up your local LLM effectively with our step-by-step guide. Get started on your local llm journey today. Key Highlights Setting up a local language model(LLM) allows to have full control over your data and avoid sending it to externa...DiscussArtificial Intelligence
nidhinkumarblog.nidhin.dev·Apr 16, 2024LLMs - Still far From Human IntelligenceWe surpass everyday with a headline about the concept, which envisions computer systems outperforming humans at various cognitive tasks. In the last month alone, a trio of tech luminaries have added fresh proclaimations. Nvidia's CEO Jensen Huang sug...Discusslarge language models
NovitaAInovita.hashnode.dev·Apr 16, 2024LLM in a Flash: Efficient Inference Techniques With Limited MemoryEfficiently infer with limited memory using LLM in a flash. Explore techniques in our blog for quick and effective results. Key Highlights Efficient large language model inference techniques have been developed to tackle the challenges of running la...DiscussArtificial Intelligence
NovitaAInovita.hashnode.dev·Apr 15, 2024Tips for optimizing LLMs with LoRA (Low-Rank Adaptation)Key Highlights LoRA (Low-Rank Adapt) is a technique that allows for efficient fine-tuning of large language models (LLMs). By using lower-rank matrices, LoRA reduces the number of trainable parameters and computational resources required for fine-t...DiscussArtificial Intelligence
NovitaAInovita.hashnode.dev·Apr 15, 2024Step-by-Step Tutorial on Integrating Retrieval-Augmented Generation (RAG) with Large Language ModelsIntroduction Integrating retrieval-augmented generation (RAG) with large language models (LLMs) has revolutionized the field of question answering. With RAG, LLMs can go beyond simple extractive QA and generate human-like responses to user queries by...DiscussArtificial Intelligence
Farhan Naqvifarhanbytemaster.hashnode.dev·Apr 15, 2024What is Tokenization?Tokenization is the process of breaking down a sequence of text into smaller units, called "tokens". These tokens could be words, subwords, characters, or even phrases, depending on the specific tokenization strategy used. Tokenization is a fundament...Discusstokens
NovitaAInovita.hashnode.dev·Apr 12, 2024Releasing novita.ai LLM APIs: The Most Cost-effective Interface availableNovita.ai LLM APIs are multiple times cheaper than any other interface service, with a max output of 4096 tokens and low latency lower than 2 seconds. Featured with LLaMA2, Nous Hermes 2 Mixtral 8x7B DPO, MythoLogic-L2 and Nous-Hermes-Llama2–13b mode...DiscussArtificial Intelligence
