Posted by Alan Kelly, Software Engineer We are excited to announce that XNNPack’s Fully Connected and Convolution 2D operators now…
Machine Learning
Coding-related jobs have led to the rapid advancement of Large Language Models (LLMs), with a focus on code editing. LLMs…
A Product Manager plays a critical role in guiding the steps in a product’s lifecycle, advocating for customer needs, and…
Large language models (LLMs) excel in language comprehension and reasoning tasks but lack spatial reasoning exploration, a vital aspect of…
Docker container build durations are a common problem for traditional CI/CD solutions today. Time spent building Docker images is a…
In the rapidly evolving landscape of AI frameworks, two prominent players have emerged: LlamaIndex and LangChain. Both offer unique approaches…
In natural language processing, the advent of large language models (LLMs) has transformed how we interact with textual data. Among…
Large Language Models (LLM) have immense capabilities that have advanced remarkably in the last few years. Two primary causes of…
The evaluation of jailbreaking attacks on LLMs presents challenges like lacking standard evaluation practices, incomparable cost and success rate calculations,…
In the rapidly evolving digital communication landscape, integrating visual and textual data for enhanced video understanding has emerged as a…
In the ever-evolving field of artificial intelligence, there is an ongoing effort to develop more versatile and effective tools for…
The training of Large Language Models (LLMs) has been shackled by the limitations of subword tokenization, a method that, while…
As of 2024, OpenAI and Vertex AI are two of the most influential titans in the AI domain. These platforms,…
The processing of long textual sequences, which is critical for numerous applications, including question-answering systems and document summarization, has shown…
When textless natural language processing (NLP) initially emerged, the primary concept involved training a language model on sequences of learnable,…
At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. With Knowledge Bases for Amazon…
Unlocking accurate and insightful answers from vast amounts of text is an exciting capability enabled by large language models (LLMs).…
In January 2024, Amazon SageMaker launched a new version (0.26.0) of Large Model Inference (LMI) Deep Learning Containers (DLCs). This…
With the widespread adoption of generative artificial intelligence (AI) solutions, organizations are trying to use these technologies to make their…
Navigating through the intricate landscape of speech separation, researchers have continually sought to refine the clarity and intelligibility of audio…