vertex-ai
Vertex AI's Generative AI introduces text-bison, a foundation model optimized for various text generation tasks. This powerful tool can be fine-tuned for specific needs using Parameter Efficient Fine Tuning (PEFT) techniques, making it a versatile addition to your AI toolkit. Training and Fine-Tuning Text-Bison employs PEFT techniques for
mistral-ai
Mistral AI has unveiled its latest innovation in large language models: Mixtral 8x7B. This new model sets a benchmark in efficiency and performance with its advanced architecture and capabilities. Architecture and Performance Mixtral 8x7B features a Sparse Mixture of Experts (SMoE) model. Through a router network, it selectively activates two
mistral-ai
Mistral AI has set a new standard in the realm of language models with the release of Mixtral 8x22B in April 2024. This cutting-edge model leverages a Sparse Mixture of Experts (SMoE) architecture, activating only the required smaller models (experts) to optimize both time and computational resources. Here’s a
vertex-ai
Google's Vertex AI continues to push the boundaries of AI-driven text generation and chat interactions with its latest model iteration, Chat-Bison-32k@002. This model is part of the Vertex AI offerings, designed to deliver sophisticated text generation capabilities tailored for dynamic and context-rich conversations. Despite limited documentation on
ai
The AI landscape is evolving rapidly, and Google is at the forefront of this revolution with the release of Gemini 1.5 Flash. This latest addition to the Gemini model family is designed for speed, efficiency, and cost-effectiveness, making it a game-changer for developers and enterprises alike. Optimization for Speed
claude-3-5-sonnet
Anthropic has released its latest large language model, Claude 3.5 Sonnet, on June 20, 2024. This model is now generally available on Google Cloud's Vertex AI, offering a significant performance upgrade over its predecessor, Claude 3 Opus. Claude 3.5 Sonnet excels in various areas, including reasoning,
vertex-ai
Google's Vertex AI has unveiled its latest offering in the Gemini family of models: Gemini 1.5 Flash, also known as gemini-1.5-flash-001. Designed for speed and efficiency, this lightweight model is optimized for high-volume, high-frequency tasks, making it a cost-effective solution without compromising on performance. Purpose and
codestral
Mistral AI's newest large language model, Codestral, is making waves in the world of code generation. Designed specifically for coding tasks, Codestral boasts impressive features and capabilities that set it apart from other models. Model Size and Training Codestral is a 22 billion parameter open-weight generative AI model.
vertex-ai
Vertex AI is excited to announce the public preview of its latest text embedding model, the text-multilingual-embedding-002. This model is packed with features designed to enhance text-based applications across a multitude of languages. Multilingual Support The text-multilingual-embedding-002 model has been evaluated on a wide array of languages, including Arabic, Bengali,
vertex-ai
Vertex AI's latest offering, the code-bison@002, is a powerful pre-trained model tailored for code generation tasks. Fine-tuning this model can significantly enhance its performance for your specific requirements. Here, we outline the streamlined process for fine-tuning and deploying this model using Vertex AI. Steps to Fine-Tune a
vertex-ai
Google Cloud's Vertex AI has unveiled a new addition to its PaLM family of models: the Vertex AI PaLM 2 for Text 32k (text-bison-32k). This model is designed to handle a variety of language tasks, including classification, summarization, and extraction, all while following natural language instructions with precision.
mistral-ai
The Mixtral 8x7B model, recently released by Mistral AI, marks a substantial leap forward in the domain of large language models. Here’s an overview of its groundbreaking features and capabilities: Architecture and Performance Mixtral 8x7B is built on a Sparse Mixture of Experts (SMoE) architecture, which means the feedforward