​[[{“value”:” Large Language Models (LLM) have immense capabilities that have advanced remarkably in the last few years. Two primary causes of this increase are the internet’s exponential data growth and ongoing advancements in pre-training methods. Prominent models such as GPT, Gemini, and Llama have raised… Read More »Meet Sailor: A Family of Open Language Models Ranging from 0.5B to 7B Parameters for Southeast Asian (SEA) Languages Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​[[{“value”:” The evaluation of jailbreaking attacks on LLMs presents challenges like lacking standard evaluation practices, incomparable cost and success rate calculations, and numerous works that are not reproducible, as they withhold adversarial prompts, involve closed-source code, or rely on evolving proprietary APIs. Despite LLMs aiming… Read More »This Machine Learning Paper Introduces JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” In the rapidly evolving digital communication landscape, integrating visual and textual data for enhanced video understanding has emerged as a critical area of research. Large Language Models (LLMs) have demonstrated unparalleled capabilities in processing and generating text, transforming how to interact with digital content.… Read More »Researchers from KAUST and Harvard Introduce MiniGPT4-Video: A Multimodal Large Language Model (LLM) Designed Specifically for Video Understanding Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” In the ever-evolving field of artificial intelligence, there is an ongoing effort to develop more versatile and effective tools for real-world applications. MeetKai has recently introduced its latest contribution to the landscape: Functionary-small-v2.4 and Functionary-medium-v2.4. These new versions represent a significant advancement, particularly in… Read More »MeetKai Releases Functionary-V2.4: An Alternative to OpenAI Function Calling Models Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” The training of Large Language Models (LLMs) has been shackled by the limitations of subword tokenization, a method that, while effective to a degree, demands considerable computational resources. This has not only capped the potential for model scaling but also restricted the training on… Read More »Google DeepMind and Anthropic Researchers Introduce Equal-Info Windows: A Groundbreaking AI Method for Efficient LLM Training on Compressed Text Nikhil Artificial Intelligence Category – MarkTechPost

​[[{“value”:” As of 2024, OpenAI and Vertex AI are two of the most influential titans in the AI domain. These platforms, backed by leading tech giants, showcase their unique strengths and applications in AI, fostering advancements and providing tools for developers, researchers, and businesses alike.… Read More »OpenAI vs. Vertex AI: A Comparison of Two Artificial Intelligence (AI) Powerhouses in 2024 Adnan Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” The processing of long textual sequences, which is critical for numerous applications, including question-answering systems and document summarization, has shown remarkable progress in large language models (LLMs). These models can understand and generate text based on large contexts. Still, their effectiveness in comprehending extremely… Read More »LongICLBench Benchmark: Evaluating Large Language Models on Long In-Context Learning for Extreme-Label Classification Nikhil Artificial Intelligence Category – MarkTechPost

​[[{“value”:” When textless natural language processing (NLP) initially emerged, the primary concept involved training a language model on sequences of learnable, discrete units instead of relying on transcribed text. This approach aimed to enable NLP tasks to be directly applicable to spoken utterances. Moreover, in… Read More »VoiceCraft: A Transformer-based Neural Codec Language Model (NCLM) that Achieves State-of-the-Art Performance on Speech Editing and Zero-Shot TTS Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​[[{“value”:” At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. With Knowledge Bases for Amazon Bedrock, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data using a fully managed Retrieval Augmented Generation (RAG) model.… Read More »Knowledge Bases for Amazon Bedrock now supports metadata filtering to improve retrieval accuracy Corvus Lee AWS Machine Learning Blog

​[[{“value”:” Unlocking accurate and insightful answers from vast amounts of text is an exciting capability enabled by large language models (LLMs). When building LLM applications, it is often necessary to connect and query external data sources to provide relevant context to the model. One popular… Read More »Build knowledge-powered conversational applications using LlamaIndex and Llama 2-Chat Romina Sharifpour AWS Machine Learning Blog