AWS AI chips deliver high performance and low cost for Llama 3.1 models on AWS
Today, we are excited to announce support for AWS Trainium and AWS Inferentia for fine-tuning and inference of Llama 3.1 ...
Tag: performance
Boosting Salesforce Einstein’s code generating model performance with Amazon SageMaker
This post is a joint collaboration between Salesforce and AWS and is being cross-published on both the ai-how-sagemaker-enhances-salesforce-einsteins-large-language-model-latency-and-throughput/" target="_blank" rel="noopener">Salesforce ...
Using transfer learning to improve model performance
Have you thought about how you can improve the performance of your ML models without developing new models? That’s where ...
Snowflake-Arctic-Embed-m-v1.5 released: a groundbreaking text embedding model with 109 million parameters and improved compression and performance capabilities
Snowflake recently announced the release of its updated text embedding model, arctic-snowflake-embedded-m-v1.5This model generates highly compressible embedding vectors while maintaining ...
Achieve up to ~2x performance and reduce costs by up to ~50% for generative AI inference on Amazon SageMaker with the new Inference Optimization Toolkit (Part 2)
As generative artificial intelligence (ai) inference becomes increasingly critical for businesses, customers are looking for ways to scale their generative ...
Policy learning with big-world models: Improving the efficiency and performance of multi-task reinforcement learning
Reinforcement learning (RL) excels at solving single tasks but struggles to multitask, especially across different robotic shapes. World models, which ...
Privacy meets performance: GPT4All 3.0 redefines interaction with local AI
In the rapidly evolving field of artificial intelligence, the accessibility and privacy of large language models (LLMs) have become pressing ...
Adam-mini: A memory-efficient optimizer that revolutionizes training large language models with reduced memory usage and improved performance
The research field focuses on optimizing algorithms for training large language models (LLMs), which are essential for understanding and generating ...
Improve visibility into Amazon Bedrock usage and performance with Amazon CloudWatch
amazon Bedrock has enabled customers to build new delightful experiences for their customers using generative artificial intelligence (ai). amazon Bedrock ...
Meta AI introduces Meta LLM Compiler: a next-generation LLM based on Code Llama with improved performance for code optimization and compiler reasoning
Software engineering has witnessed notable advancements with the development of large language models (LLMs). These models, trained on extensive data ...
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