New techniques like SVF and SVFT are challenging LoRA for fine-tuning LLMs in a more parameter-efficient way. Leveraging SVD, these alternatives offer more economical options with composable tuned models.
GTC 2025 in San Jose showcases cutting-edge AI tech, discussions, and robots, with NVIDIA's CEO keynote on the future. Visionaries like Yann LeCun and Frances Arnold redefine possibilities at the conference.
Open foundation models (FMs) offer customized AI applications, but deployment can be complex. Amazon Bedrock Custom Model Import simplifies deployment with automatic scaling and cost efficiency, making it an attractive solution for organizations.
Parquet, a column-oriented format, enhances Big Data performance with faster queries and reduced storage. Python tools like PyArrow dissect Parquet files for better understanding and manipulation, showcasing its efficiency over Pandas.
Qwen 2.5 multilingual LLMs outperform previous models, supporting 29 languages with enhanced chatbot capabilities. Deploy Qwen 2.5 on Amazon EC2 or SageMaker using Hugging Face tools for optimal performance.
OpenAI's ChatGPT reveals AI model excelling in creative writing. Metafictional story about grief by Jeanette Winterson is striking and original.
Discover the power of Amazon Nova Canvas with curated AI-generated images and their prompts. From landscapes to character portraits, explore the creative possibilities with this innovative tool. Unlock your creativity and optimize workflows with practical guidance on crafting effective prompts for Amazon Nova Canvas.
ChatGPT reveals 'good at creative writing' AI model. AI as 'alternative intelligence' can offer what human race needs for progress.
OpenAI's CEO Sam Altman impressed by new creative writing AI model from ChatGPT. Model produces moving metafictional stories on grief.
Transitioning from Data Analyst to Data Scientist can be a smart career move. Marina from Amazon provides tips on skills, resources, and strategies for success.
FoodSavr, a solution using generative AI on AWS, recommends recipes based on fridge contents and expiring items in local stores, reducing food waste and saving money. By utilizing Amazon Rekognition and Amazon Bedrock, users can upload fridge images to receive personalized recipes and nearby grocery store suggestions.
Wall Street Journal's heatmaps show vaccines' impact on diseases in the US. Matplotlib's pcolormesh() recreates measles heatmap, showcasing data storytelling power.
Techno-optimism resurges as billionaires envision a golden age through technology. San Francisco AI scenesters advocate for maximum acceleration of technological advancement in a viral manifesto.
RAG and Fine-Tuning are two methods to enhance Large Language Models like ChatGPT and Gemini, enabling access to external knowledge sources for up-to-date information retrieval without retraining. RAG improves input by retrieving external data, while Fine-Tuning adapts the model to specific requirements, revolutionizing LLM capabilities for various applications.
Enthusiasts experiment with AI chatbot to recreate classic arcade games, with mixed results. Microsoft, Google, and xAI's Grok chatbot enable creation of virtual worlds and old arcade game clones, like a Pac-Man replica.