Large Language Model Archives

How Do Large Language Models Perform in Long-Form Question Answering? A Deep Dive by Salesforce Researchers into LLM Robustness and Capabilities

AI ShortsSeptember 23, 2023

While Large Language Models (LLMs) like ChatGPT and GPT-4 have demonstrated better performance across several benchmarks, open-source projects like MMLU and OpenLLMBoard have quickly...

UCSD Researchers Open-Source Graphologue: A Unique AI Technique That Transforms Large Language Models Such As GPT-4 Responses Into Interactive Diagrams In Real-Time

AI ShortsSeptember 23, 2023

Large Language Models (LLMs) have recently gained immense popularity due to their accessibility and remarkable ability to generate text responses for a wide range...

This AI Research by Microsoft and Tsinghua University Introduces EvoPrompt: A Novel AI Framework for Automatic Discrete Prompt Optimization Connecting LLMs and Evolutionary Algorithms

AI ShortsSeptember 23, 2023

Large language models (LLMs) are excelling at pretty much all NLP tasks. However, traditional fine-tuning methods are costly for LLMs, leading to the development...

Researchers from the University of Oregon and Adobe Introduce CulturaX: A Multilingual Dataset with 6.3T Tokens in 167 Languages Tailored for Large Language Model...

AI ShortsSeptember 22, 2023

By dramatically improving state-of-the-art performance across a wide range of tasks and revealing new emergent skills, large language models (LLMs) have profoundly impacted NLP...

Do Machine Learning Models Produce Reliable Results with Limited Training Data? This New AI Research from Cambridge and Cornell University Finds it..

AI ShortsSeptember 22, 2023

Deep learning has developed into a potent and ground-breaking technique in artificial intelligence, with applications ranging from speech recognition to autonomous systems to computer...

Meet MAmmoTH: A Series of Open-Source Large Language Models (LLMs) Specifically Tailored for General Math Problem-Solving

AI ShortsSeptember 22, 2023

Modern large language models (LLMs) rely heavily on mathematical reasoning, which is the primary focus of this work. There is a clear divide between...

Researchers from UCI and Zhejiang University Introduce Lossless Large Language Model Acceleration via Self-Speculative Decoding Using Drafting And Verifying Stages

AI ShortsSeptember 21, 2023

Large Language Models (LLMs) based on transformers, such as GPT, PaLM, and LLaMA, have become widely used in a variety of real-world applications. These...

The Trick to Make LLaMa Fit into Your Pocket: Meet OmniQuant, an AI Method that Bridges the Efficiency and Performance of LLMs

AI Paper SummarySeptember 21, 2023

Large language models (LLMs), like the infamous ChatGPT, have achieved impressive performance on a variety of natural language processing tasks, such as machine translation,...

Meet Baichuan 2: A Series of Large-Scale Multilingual Language Models Containing 7B and 13B Parameters, Trained from Scratch, on 2.6T Tokens

AI ShortsSeptember 19, 2023

Large language models have made significant and encouraging developments in recent years. Language models now have billions or even trillions of parameters, such as...

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How Large Language Models are Redefining Data Compression and Providing Unique Insights into Machine Learning Scalability? Researchers from DeepMind Introduce a Novel Compression Paradigm

AI Shorts September 29, 2023

Researchers from UT Austin Introduce MUTEX: A Leap Towards Multimodal Robot Instruction with Cross-Modal Reasoning

AI Shorts September 29, 2023

Researchers from the University of Washington and Google have Developed Distilling Step-by-Step Technology to Train a Dedicated Small Machine Learning Model with Less Data

AI Shorts September 29, 2023

This AI Paper Proposes LLM-Grounder: A Zero-Shot, Open-Vocabulary Approach to 3D Visual Grounding for Next-Gen Household Robots

AI Shorts September 29, 2023

This AI Paper Dives into Embodied Evaluations: Unveiling the Tong Test as a Novel Benchmark for Progress Toward Artificial General Intelligence

AI Shorts September 28, 2023

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