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LongICLBench Benchmark: Evaluating Large Language Models on Long In-Context Learning for Extreme-Label Classification

LongICLBench Benchmark: Evaluating Large Language Models on Long In-Context Learning for Extreme-Label Classification

The processing of long textual sequences, which is critical for numerous applications, including question-answering systems and document summarization, has shown …

VoiceCraft: A Transformer-based Neural Codec Language Model (NCLM) that Achieves State-of-the-Art Performance on Speech Editing and Zero-Shot TTS

VoiceCraft: A Transformer-based Neural Codec Language Model (NCLM) that Achieves State-of-the-Art Performance on Speech Editing and Zero-Shot TTS

When textless natural language processing (NLP) initially emerged, the primary concept involved training a language model on sequences of learnable, …

Microsoft AI opens London hub to access ‘enormous pool’ of talent

Microsoft AI opens London hub to access ‘enormous pool’ of talent

Microsoft is doubling down on its AI efforts in the UK with the opening of a major new AI hub …

Researchers at Tsinghua University Propose SPMamba: A Novel AI Architecture Rooted in State-Space Models for Enhanced Audio Clarity in Multi-Speaker Environments

Researchers at Tsinghua University Propose SPMamba: A Novel AI Architecture Rooted in State-Space Models for Enhanced Audio Clarity in Multi-Speaker Environments

Navigating through the intricate landscape of speech separation, researchers have continually sought to refine the clarity and intelligibility of audio …

'Think-and-Execute': A Machine Learning Framework that Encapsulates the Common Logical Structure of a Job Using Pseudocode for Efficient Reasoning in Large Language Models (LLMs)

‘Think-and-Execute’: A Machine Learning Framework that Encapsulates the Common Logical Structure of a Job Using Pseudocode for Efficient Reasoning in Large Language Models (LLMs)

In Large Language Models (LLMs), reasoning involves dissecting a problem’s logical structure and turning it into a sequence of logical …

ML Olympiad returns with over 20 challenges

ML Olympiad returns with over 20 challenges

The popular ML Olympiad is back for its third round with over 20 community-hosted machine learning competitions on Kaggle. The …

Top AI Tools to Build Your Large Language Models (LLMs) Apps

Top AI Tools to Build Your Large Language Models (LLMs) Apps

Large Language Models (LLMs) like GPT-4 have become indispensable tools for developers and data scientists …

ST-LLM: An Effective Video-LLM Baseline with Spatial-Temporal Sequence Modeling Inside LLM

ST-LLM: An Effective Video-LLM Baseline with Spatial-Temporal Sequence Modeling Inside LLM

The world of artificial intelligence has been abuzz with the remarkable achievements of Large Language Models (LLMs) like GPT, PaLM, …

The Ultimate Guide to Vector Databases: Use Cases and Industry Impact

The Ultimate Guide to Vector Databases: Use Cases and Industry Impact

In the data management and retrieval landscape, vector databases have emerged as a revolutionary force, transforming how businesses and tech …

Meet IPEX-LLM: A PyTorch Library for Running LLMs on Intel CPU and GPU

Meet IPEX-LLM: A PyTorch Library for Running LLMs on Intel CPU and GPU

With the growing complexity of large language models (LLMs), making them easily runnable on everyday hardware is a notable challenge. …

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