Large Language Model

Lamini AI’s Memory Tuning Achieves 95% Accuracy and Reduces Hallucinations by 90% in Large Language Models

AI Shorts
Lamini AI has introduced a groundbreaking advancement in large language models (LLMs) with the release of Lamini Memory Tuning. This innovative technique significantly enhances...

Advancements in Multilingual Speech-to-Speech Translation and Membership Inference Attacks: A Comprehensive Review

AI Shorts
In artificial intelligence, integrating large language models (LLMs) and speech-to-speech translation (S2ST) systems has led to significant breakthroughs. Two recent studies shed light on...

The Three Big Announcements by Databricks AI Team in June 2024

AI Shorts
In June 2024, Databricks made three significant announcements that have garnered considerable attention in the data science and engineering communities. These announcements focus on...

Neural Algorithmic Reasoning for Transformers: The TransNAR Framework

AI Paper Summary
Graph neural networks (GNNs), referred to as neural algorithmic reasoners (NARs), have shown effectiveness in robustly solving algorithmic tasks of varying input sizes, both...

Allen Institute for AI Releases Tulu 2.5 Suite on Hugging Face: Advanced AI Models Trained with DPO and PPO, Featuring Reward and Value Models

AI Shorts
The release of the Tulu 2.5 suite by the Allen Institute for AI marks a significant advancement in model training using Direct Preference Optimization...

BiGGen Bench: A Benchmark Designed to Evaluate Nine Core Capabilities of Language Models

AI Paper Summary
A systematic and multifaceted evaluation approach is needed to evaluate a Large Language Model's (LLM) proficiency in a given capacity. This method is necessary...

Google DeepMind Researchers Propose a Novel Divide-and-Conquer Style Monte Carlo Tree Search (MCTS) Algorithm ‘OmegaPRM’ for Efficiently Collecting High-Quality Process Supervision Data

AI Paper Summary
Artificial intelligence (AI) focuses on creating systems capable of performing tasks requiring human intelligence. Within this field, the development of large language models (LLMs)...

This AI Paper from China Proposes Continuity-Relativity indExing with gAussian Middle (CREAM): A Simple yet Effective AI Method to Extend the Context of Large...

AI Shorts
Large language models (LLMs) like transformers are typically pre-trained with a fixed context window size, such as 4K tokens. However, many applications require processing...

Microsoft Researchers Introduce Samba 3.8B: A Simple Mamba+Sliding Window Attention Architecture that Outperforms Phi3-mini on Major Benchmarks

AI Shorts
Large Language Models (LLMs) face challenges in capturing complex long-term dependencies and achieving efficient parallelization for large-scale training. Attention-based models have dominated LLM architectures...

MAGPIE: A Self-Synthesis Method for Generating Large-Scale Alignment Data by Prompting Aligned LLMs with Nothing

AI Paper Summary
Artificial intelligence's large language models (LLMs) have become essential tools due to their ability to process and generate human-like text, enabling them to perform...

NVIDIA AI Introduces Nemotron-4 340B: A Family of Open Models that Developers can Use to Generate Synthetic Data for Training Large Language Models (LLMs)

AI Shorts
NVIDIA has recently unveiled the Nemotron-4 340B, a groundbreaking family of models designed to generate synthetic data for training large language models (LLMs) across...

With 700,000 Large Language Models (LLMs) On Hugging Face Already, Where Is The Future of Artificial Intelligence AI Headed?

AI Shorts
Large Language Models (LLMs) have taken over the Artificial Intelligence (AI) community in recent times. In a Reddit post, a user recently brought attention...
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Galileo Introduces Luna: An Evaluation Foundation Model to Catch Language Model Hallucinations with High...

Asif Razzaq - 0
The Galileo Luna represents a significant advancement in language model evaluation. It is specifically designed to address the prevalent issue of hallucinations in large...

Yandex Introduces YaFSDP: An Open-Source AI Tool that Promises to Revolutionize LLM Training by...

Asif Razzaq - 0
Developing large language models requires substantial investments in time and GPU resources, translating directly into high costs. The larger the model, the more pronounced...

Gretel AI Releases a New Multilingual Synthetic Financial Dataset on HuggingFace 🤗 for AI...

Asif Razzaq - 0
Detecting personally identifiable information PII in documents involves navigating various regulations, such as the EU’s General Data Protection Regulation (GDPR) and various U.S. financial...

Snowflake AI Research Team Unveils Arctic: An Open-Source Enterprise-Grade Large Language Model (LLM) with...

Asif Razzaq - 0
Snowflake AI Research has launched the Arctic, a cutting-edge open-source large language model (LLM) specifically designed for enterprise AI applications, setting a new standard...

Google DeepMind Releases RecurrentGemma: One of the Strongest 2B-Parameter Open Language Models Designed for...

Adnan Hassan - 0
Language models are the backbone of modern artificial intelligence systems, enabling machines to understand and generate human-like text. These models, which process and predict...

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