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Amazon trains 980M parameter LLM with ’emergent abilities’

AI News

Researchers at Amazon have trained a new large language model (LLM) for text-to-speech that they claim exhibits “emergent” abilities. While an experimental process, the creation of BASE TTS demonstrates these models can reach new versatility thresholds as they scale—an encouraging sign for conversational AI.

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How to Improve the Reliability of ChatGPT: Techniques and Tips

Analytics Vidhya

Large language models (LLM) such as GPT-4 have significantly progressed in natural language processing and generation. These models are capable of generating high-quality text with remarkable fluency and coherence. However, they often fail when tasked with complex operations or logical reasoning.

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A Quick Recap of Natural Language Processing

Mlearning.ai

I worked on an early conversational AI called Marcel in 2018 when I was at Microsoft. This ability to understand long-range dependencies helps transformers better understand the context of words and achieve superior performance in natural language processing tasks.

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Complete Beginner’s Guide to Hugging Face LLM Tools

Unite.AI

Hugging Face is an AI research lab and hub that has built a community of scholars, researchers, and enthusiasts. In a short span of time, Hugging Face has garnered a substantial presence in the AI space. This discovery fueled the development of large language models like ChatGPT.

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Top 10 LLM Vulnerabilities

Unite.AI

In artificial intelligence (AI), the power and potential of Large Language Models (LLMs) are undeniable, especially after OpenAI’s groundbreaking releases such as ChatGPT and GPT-4. Despite rapid transformation, there are numerous LLM vulnerabilities and shortcomings that must be addressed.

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Generative AI: The Idea Behind CHATGPT, Dall-E, Midjourney and More

Unite.AI

That is Generative AI. With the advent of models like GPT-4, which employs transformer modules, we have stepped closer to natural and context-rich language generation. Microsoft is already discontinuing its Cortana app this month to prioritize newer Generative AI innovations, like Bing Chat.

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MPT-30B: MosaicML Outshines GPT-3 With A New LLM To Push The Boundaries of NLP

Unite.AI

MosaicML is a generative AI company that provides AI deployment and scalability solutions. Their latest large language model (LLM) MPT-30B is making waves across the AI community. On the HumanEval dataset, the model surpasses purpose-built LLM models, such as the StarCoder series.

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