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2023 at AssemblyAI - A Year in Review

AssemblyAI

Join Us On Discord 2023 at AssemblyAI - A Year in Review Here are some of the new products and features we've launched for customers in 2023: Conformer-1 and Conformer-2 AI Models Released : The year saw the launch of  Conformer-2 , our enhanced AI model for automatic speech recognition. million hours of English audio.

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Size Matters: How Big Is Too Big for An LLM?

Towards AI

GPT-4 was released in 2023 and is estimated to have more than a trillion parameters. Increasing the size of LLMs has worked very well in the past because LLM performance is highly dependent on scale, which means three things: the number of model parameters, the size of the training dataset, and the amount of computation for training [1].

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How to Build Your Own LLM Coding Assistant With Code Llama ?

Towards AI

Creating a local LLM chatbot with CodeLlama-7b-Instruct-hf and StreamlitThe coding assistant chatbot we will build in this article In this hands-on tutorial, we will implement an AI code assistant that is free to use and runs on your local GPU. Author(s): Dr. Leon Eversberg Originally published on Towards AI. Not this Llama.

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Entity Recognition with LLM: A Complete Evaluation

Towards AI

Last Updated on September 2, 2023 by Editorial Team Author(s): Patrick Meyer Originally published on Towards AI. NER Task with Spacy-LLM This member-only story is on us. Photo by Alexander Grey on Unsplash Thanks to their size, large language models (LLMs) have acquired formidable language processing skills.

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LLM Output — Evaluating, debugging, and interpreting

Towards AI

Last Updated on December 30, 2023 by Editorial Team Author(s): Lan Chu Originally published on Towards AI. LLMs are not useful if they are not sufficiently accurate. Obviously, the most reliable way to evaluate an LLM system is to create an evaluation dataset and compare the model-generated output with the evaluation set.

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Top Important LLM Papers for the Week from 13/11 to 19/11

Towards AI

Last Updated on November 23, 2023 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Large language models (LLMs) have advanced rapidly in recent years. This article summarizes some of the most important LLM papers published during the third week of November.

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Top Important LLM Papers for the Week from 06/11 to 12/11

Towards AI

Last Updated on November 16, 2023 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Stay Relevant to Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. LLM Progress & BenchmarkingLLM Fine TuningLLM… Read the full blog for free on Medium.

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