Natural Language Processing

FlashAttention-3, the latest release in the FlashAttention series, has been designed to address the inherent bottlenecks of the attention layer in Transformer architectures. These bottlenecks are crucial for the performance of large language models (LLMs) and...
One of the emerging challenges in artificial intelligence is whether next-token prediction can truly model human intelligence, particularly in planning and reasoning. Despite its extensive application in modern language models, this method might be inherently limited...

Spotify’s Newest Feature: Using AI to Clone and Translate Podcast Voices Across Languages

In the ever-evolving world of podcasting, language barriers have long stood as a formidable obstacle to the global reach of audio content. However, recent...

Meet Brain2Music: An AI Method for Reconstructing Music from Brain Activity Captured Using Functional Magnetic Resonance Imaging (fMRI)

Who doesnโ€™t love music? Have you ever remembered the rhythm of a song but not the lyrics and canโ€™t figure out the song's name?...

Breaking Down AutoGPT: What It Is, Its Features, Limitations, Artificial General Intelligence (AGI) And Impact of Autonomous Agents on Generative AI

Introduction  Generative AI is evolving and getting popular. Since its introduction, new models and research papers are getting released almost every other day. The major...

Meet XTREME-UP: A Benchmark for Evaluating Multilingual Models with Scarce Data Evaluation, Focusing on Under-Represented Languages

The fields of Artificial Intelligence and Machine Learning are solely dependent upon data. Everyone is deluged with data from different sources like social media,...

Best Natural Language Processing (NLP) Tools/Platforms (2023)

An essential area of artificial intelligence is natural language processing (NLP). The widespread use of smart devices (also known as human-to-machine communication), improvements in...

A New Microsoft AI Research Shows How ChatGPT Can Convert Natural Language Instructions Into Executable Robot Actions

Large language models (LLMs) that can comprehend and produce language similar to that of humans have been made possible by recent developments in natural...

Meet ChatGLM: An Open-Source NLP Model Trained on 1T Tokens and Capable of Understanding English/Chinese

ChatGLM (alpha internal test version: QAGLM) is a chat robot designed specifically for Chinese users. It uses a 100 billion Chinese-English language model with...

Meet ChatLLaMA: The First Open-Source Implementation of LLaMA Based on Reinforcement Learning from Human Feedback (RLHF)

Meta has recently released LLaMA, a collection of foundational large language models ranging from 7 to 65 billion parameters. LLaMA is creating a lot of...

CMU Researchers Propose DocPrompting: A Natural Language To Code Generation Approach By Retrieving Code Documentation

The source code libraries available to the public are always evolving and expanding. Thus, it is hard for code models to stay up-to-date with...

Top Large Language Models (LLMs) in 2023 from OpenAI, Google AI, Deepmind, Anthropic, Baidu, Huawei, Meta AI, AI21 Labs, LG AI Research and NVIDIA

Large language models are computer programs that can analyze and create text. They are trained using massive amounts of text data, which helps them...

Check Out This Legal NLP Dataset Called ‘MAUD’ With Over 39,000+ Examples Released

Although large language models have made great strides in recent years, their ability to comprehend legal material still falls short of expectations. The length...

Top ChatGPT Alternatives That You Can Use in 2023

Artificial intelligence research company Open AI has unveiled its most recent chatbot. This chatbot with AI capabilities, called ChatGPT, has been made available for...

NuminaMath 7B TIR Released: Transforming Mathematical Problem-Solving with Advanced Tool-Integrated Reasoning and Python REPL...

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Numina has announced the release of its latest model, NuminaMath 7B TIR. This advanced language model is designed specifically for solving mathematical problems. The...

Tsinghua University Open Sources CodeGeeX4-ALL-9B: A Groundbreaking Multilingual Code Generation Model Outperforming Major Competitors...

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In a significant leap forward for the field of code generation, the Knowledge Engineering Group (KEG) and Data Mining team at Tsinghua University have...

InternLM2.5-7B-Chat: Open Sourcing Large Language Models with Unmatched Reasoning, Long-Context Handling, and Enhanced Tool...

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InternLM has unveiled its latest advancement in open large language models, the InternLM2.5-7B-Chat, available in GGUF format. This model is compatible with llama.cpp, an...

Jina AI Releases Jina Reranker v2: A Multilingual Model for RAG and Retrieval with...

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Jina AI has released the Jina Reranker v2 (jina-reranker-v2-base-multilingual), an advanced transformer-based model fine-tuned for text reranking tasks. This model is designed to significantly...

Google Releases Gemma 2 Series Models: Advanced LLM Models in 9B and 27B Sizes...

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Google has unveiled two new models in its Gemma 2 series: the 27B and 9B. These models showcase significant advancements in AI language processing,...

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