5/5 Lastly, LLMs can be used for text extraction to capture key information from large bodies of text. This ability to extract crucial data points streamlines information processing. Learn more about LLMs and their use cases in this hands-on deep dive:
LLMS
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LLMs Transform NLP Landscape with Generative AI Capabilities
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1/5 The recent evolution of large language models (LLMs) & generative AI is transforming the landscape of natural language processing (NLP). LLMs can handle a range of NLP use cases, making them an indispensable tool for tasks like generating original and coherent text.
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LLMs and Prompt Engineering for Targeted Text Generation
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2/5 With LLMs, text generation is now a focal field of study in prompt engineering. By providing a context for the model, we can generate specific sequences of text, such as introductory paragraphs of blog posts or creating engaging chatbot responses.
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LLMs for Text Summarization: Condensing Documents Efficiently
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3/5 Another use case for LLMs is text summarization. Given a few examples of a full document and its summary, LLMs can condense various documents, such as customer support chats or earnings calls, providing succinct summaries that aid in comprehension.
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LLMs Excel at Text Rewriting Tasks
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4/5 Text rewriting is a task where LLMs excel. From correcting spelling and grammar errors in voice-to-text transcriptions to paraphrasing complex text into digestible forms, the applications are numerous.
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Closing the capabilities gap between open and closed language models
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Build better base models. “there exists a substantial capabilities gap between open and closed LMs that, with current methods, can only be bridged using an unwieldy amount of imitation data or by using more capable base LMs.”
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LLaMa Evaluation Discrepancy: ElutherAI Harness Results Analysis
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Here is a good dive in on LLaMa underperforming on the EleutherAI harness versus the published number (TLDR is that we don't know yet which prompt they used for evaluation):
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ChatGPT Introduces Sharable Conversation Links for All Users
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Covered: ChatGPT releases sharable links to all users. Check a shared link from TestingCatalog inside https://
testingcatalog.com/chatgpt-introd
uces-sharable-links-for-users-explore-and-manage-conversation-sharing-features/
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LangChain Retrieval Webinar Now Available on YouTube
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Is there a better way to spend a Friday night than watching a LangChain Retrieval Webinar featuring @charles_irl @lateinteraction @jobergum
? No. No there is not. Now uploaded to YouTube so you can easily watch as many times as you want!