by | Apr 3, 2024 | Uncategorized
Outstanding results in various tasks, including document generation/summarization, machine translation, and speech recognition, have propelled the Transformer architecture to the forefront of Natural Language Processing (NLP). Large language models (LLMs) have...
by | Apr 3, 2024 | Uncategorized
Large vision language models (LVLMs) showcase powerful visual perception and understanding capabilities. These achievements have further inspired the research community to develop a variety of multi-modal benchmarks constructed to explore the powerful capabilities...
by | Apr 3, 2024 | Uncategorized
A team of researchers from Salesforce AI has introduced Moirai to address the challenge of time series forecasting across various domains and frequencies, aiming to move toward a universal forecasting approach. Traditional deep learning models for time series...
by | Apr 3, 2024 | Uncategorized
The top open source Large Language Models available for commercial use are as follows. Llama – 2 Meta released Llama 2, a set of pretrained and refined LLMs, along with Llama 2-Chat, a version of Llama 2. These models are scalable up to 70 billion parameters. It was...
by | Apr 3, 2024 | Uncategorized
As the capabilities of large language models (LLMs) continue to evolve, so too do the methods by which these AI systems can be exploited. A recent study by Anthropic has uncovered a new technique for bypassing the safety guardrails of LLMs, dubbed “many-shot...
by | Apr 3, 2024 | Uncategorized
The efforts to create models that can understand and process text with human-like accuracy are ongoing in natural language processing. Among the famous challenges, one stands out: crafting models that can efficiently convert vast amounts of textual information into a...
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