2024, Artificial Intelligence and Inference Engine

AFlow: A Novel Artificial Intelligence Framework for Automated Workflow Optimization

Marktechpost

OCTOBER 15, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post AFlow: A Novel Artificial Intelligence Framework for Automated Workflow Optimization appeared first on MarkTechPost. If you like our work, you will love our newsletter.

Artificial Intelligence

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Meta AI Releases Meta’s Open Materials 2024 (OMat24) Inorganic Materials Dataset and Models

Marktechpost

OCTOBER 20, 2024

Researchers from Meta Fundamental AI Research (FAIR) have introduced the Open Materials 2024 (OMat24) dataset, which contains over 110 million DFT calculations, making it one of the largest publicly available datasets in this domain. If you like our work, you will love our newsletter. Don’t Forget to join our 50k+ ML SubReddit.

Neural Network

Neural Network Inference Engine AI AI

Zhipu AI Releases GLM-4-Voice: A New Open-Source End-to-End Speech Large Language Model

Marktechpost

OCTOBER 25, 2024

In the evolving landscape of artificial intelligence, one of the most persistent challenges has been bridging the gap between machines and human-like interaction. Traditional speech recognition systems, though advanced, often struggle with understanding nuanced emotions, variations in dialect, and real-time adjustments.

Large Language Models

Large Language Models Inference Engine Artificial Intelligence Artificial Intelligence

The Best Inference APIs for Open LLMs to Enhance Your AI App

Unite.AI

DECEMBER 12, 2024

Groq groq Groq is renowned for its high-performance AI inference technology. Their standout product, the Language Processing Units (LPU) Inference Engine , combines specialized hardware and optimized software to deliver exceptional compute speed, quality, and energy efficiency.

LLM

LLM AI AI OpenAI

This AI Paper from Amazon and Michigan State University Introduces a Novel AI Approach to Improving Long-Term Coherence in Language Models

Marktechpost

OCTOBER 26, 2024

Artificial intelligence (AI) is making significant strides in natural language processing (NLP), focusing on enhancing models that can accurately interpret and generate human language. Also, don’t forget to follow us on Twitter and join our Telegram Channel and LinkedIn Gr oup. If you like our work, you will love our newsletter.

NLP

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Salesforce AI Research Introduces BLIP-3-Video: A Multimodal Language Model for Videos Designed to Efficiently Capture Temporal Information Over Multiple Frames

Marktechpost

OCTOBER 24, 2024

Vision-language models (VLMs) are gaining prominence in artificial intelligence for their ability to integrate visual and textual data. Also, don’t forget to follow us on Twitter and join our Telegram Channel and LinkedIn Gr oup. If you like our work, you will love our newsletter. Don’t Forget to join our 55k+ ML SubReddit.

AI Research

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IBM Releases Granite 3.0 2B and 8B AI Models for AI Enterprises

Marktechpost

OCTOBER 21, 2024

Artificial intelligence is advancing rapidly, but enterprises face many obstacles when trying to leverage AI effectively. Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post IBM Releases Granite 3.0

AI Modeling

AI Modeling Large Language Models Inference Engine Natural Language Processing

Katanemo Open Sources Arch-Function: A Set of Large Language Models (LLMs) Promising Ultra-Fast Speeds at Function-Calling Tasks for Agentic Workflows

Marktechpost

OCTOBER 17, 2024

Meet Katanemo Arch-Function, a collection of state-of-the-art (SOTA) LLMs designed for function calling tasks – that meet/beat frontier LLM performance, but… pic.twitter.com/IajF8w3syz — Salman Paracha (Building Intelligent Infra) (@salman_paracha) October 15, 2024 Check out the Hugging Face Model Card.

Large Language Models

Large Language Models Inference Engine Automation Data Scientist

Layer-of-Thoughts Prompting (LoT): A Unique Approach that Uses Large Language Model (LLM) based Retrieval with Constraint Hierarchies

Marktechpost

OCTOBER 23, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Layer-of-Thoughts Prompting (LoT): A Unique Approach that Uses Large Language Model (LLM) based Retrieval with Constraint Hierarchies appeared first on MarkTechPost.

Large Language Models

Large Language Models LLM Inference Engine Algorithm

Anthropic AI Introduces a New Claude 3.5 Sonnet with Computer Use Feature, and Claude 3.5 Haiku

Marktechpost

OCTOBER 23, 2024

The advancement of artificial intelligence often reveals new ways for machines to augment human capabilities. Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Anthropic AI Introduces a New Claude 3.5

Inference Engine

Inference Engine Natural Language Processing NLP AI

MEGA-Bench: A Comprehensive AI Benchmark that Scales Multimodal Evaluation to Over 500 Real-World Tasks at a Manageable Inference Cost

Marktechpost

OCTOBER 15, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post MEGA-Bench: A Comprehensive AI Benchmark that Scales Multimodal Evaluation to Over 500 Real-World Tasks at a Manageable Inference Cost appeared first on MarkTechPost.

Inference Engine

Inference Engine AI AI ML

This AI Research from Cohere for AI Compares Merging vs Data Mixing as a Recipe for Building High-Performant Aligned LLMs

Marktechpost

OCTOBER 20, 2024

Large language models (LLMs) have revolutionized the field of artificial intelligence by performing a wide range of tasks across different domains. These models are expected to work seamlessly in multiple languages, solving complex problems while ensuring safety. If you like our work, you will love our newsletter.

AI Research

AI Research AI Researcher Inference Engine AI

Meet Hawkish 8B: A New Financial Domain Model that can Pass CFA Level 1 and Outperform Meta Llama-3.1-8B-Instruct in Math & Finance Benchmarks

Marktechpost

OCTOBER 26, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Meet Hawkish 8B: A New Financial Domain Model that can Pass CFA Level 1 and Outperform Meta Llama-3.1-8B-Instruct If you like our work, you will love our newsletter.

Inference Engine

Inference Engine NLP ML AI Modeling

aiXcoder-7B: A Lightweight and Efficient Large Language Model Offering High Accuracy in Code Completion Across Multiple Languages and Benchmarks

Marktechpost

OCTOBER 20, 2024

Large language models (LLMs) have revolutionized various domains, including code completion, where artificial intelligence predicts and suggests code based on a developer’s previous inputs. This technology significantly enhances productivity, enabling developers to write code faster and with fewer errors.

Large Language Models

Large Language Models Inference Engine Python Artificial Intelligence

Generative Reward Models (GenRM): A Hybrid Approach to Reinforcement Learning from Human and AI Feedback, Solving Task Generalization and Feedback Collection Challenges

Marktechpost

OCTOBER 22, 2024

Reinforcement learning (RL) has been pivotal in advancing artificial intelligence by enabling models to learn from their interactions with the environment. Traditionally, reinforcement learning relies on rewards for positive actions and penalties for negative ones. If you like our work, you will love our newsletter.

Inference Engine

Inference Engine Large Language Models LLM AI

Baichuan-Omni: An Open-Source 7B Multimodal Large Language Model for Image, Video, Audio, and Text Processing

Marktechpost

OCTOBER 18, 2024

Recent advancements in Large Language Models (LLMs) have reshaped the Artificial intelligence (AI)landscape, paving the way for the creation of Multimodal Large Language Models (MLLMs). Also, don’t forget to follow us on Twitter and join our Telegram Channel and LinkedIn Gr oup. If you like our work, you will love our newsletter.

Large Language Models

Large Language Models Inference Engine Natural Language Processing LLM

This Machine Learning Research Discusses How Task Diversity Shortens the In-Context Learning (ICL) Plateau

Marktechpost

OCTOBER 20, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post This Machine Learning Research Discusses How Task Diversity Shortens the In-Context Learning (ICL) Plateau appeared first on MarkTechPost. If you like our work, you will love our newsletter.

Machine Learning

Machine Learning Inference Engine ML Artificial Intelligence

Graph-Constrained Reasoning (GCR): A Novel AI Framework that Bridges Structured Knowledge in Knowledge Graphs with Unstructured Reasoning in LLMs

Marktechpost

OCTOBER 18, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Graph-Constrained Reasoning (GCR): A Novel AI Framework that Bridges Structured Knowledge in Knowledge Graphs with Unstructured Reasoning in LLMs appeared first on MarkTechPost.

LLM

LLM Inference Engine Large Language Models AI

Google AI Research Examines Random Circuit Sampling (RCS) for Evaluating Quantum Computer Performance in the Presence of Noise

Marktechpost

OCTOBER 16, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Google AI Research Examines Random Circuit Sampling (RCS) for Evaluating Quantum Computer Performance in the Presence of Noise appeared first on MarkTechPost.

AI Research

AI Research AI Researcher Inference Engine AI

IoT-LLM: An AI Framework that Integrates IoT Sensor Data with LLMs to Enhance their Perception and Reasoning Abilities in the Physical World

Marktechpost

OCTOBER 17, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post IoT-LLM: An AI Framework that Integrates IoT Sensor Data with LLMs to Enhance their Perception and Reasoning Abilities in the Physical World appeared first on MarkTechPost.

LLM

LLM Inference Engine Large Language Models Machine Learning

Differentiable Rendering of Robots (Dr. Robot): A Robot Self-Model Differentiable from Its Visual Appearance to Its Control Parameters

Marktechpost

OCTOBER 19, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Differentiable Rendering of Robots (Dr. Also, don’t forget to follow us on Twitter and join our Telegram Channel and LinkedIn Gr oup. If you like our work, you will love our newsletter.

Robotics

Robotics Inference Engine Algorithm ML

Researchers from Intel and Salesforce Propose SynthKG: A Multi-Step Document-Level Ontology-Free Knowledge Graphs Synthesis Workflow based on LLMs

Marktechpost

OCTOBER 28, 2024

Knowledge Graph (KG) synthesis is gaining traction in artificial intelligence research because it can construct structured knowledge representations from expansive, unstructured text data. Also, don’t forget to follow us on Twitter and join our Telegram Channel and LinkedIn Gr oup. Don’t Forget to join our 55k+ ML SubReddit.

LLM

LLM Inference Engine Large Language Models Artificial Intelligence

OpenAI Stabilizing Continuous-Time Generative Models: How TrigFlow’s Innovative Framework Narrowed the Gap with Leading Diffusion Models Using Just Two Sampling Steps

Marktechpost

OCTOBER 27, 2024

Generative artificial intelligence (AI) models are designed to create realistic, high-quality data, such as images, audio, and video, based on patterns in large datasets. These models can imitate complex data distributions, producing synthetic content resembling samples. If you like our work, you will love our newsletter.

OpenAI

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Stanford Researchers Propose LoLCATS: A Cutting Edge AI Method for Efficient LLM Linearization

Marktechpost

OCTOBER 14, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Stanford Researchers Propose LoLCATS: A Cutting Edge AI Method for Efficient LLM Linearization appeared first on MarkTechPost. If you like our work, you will love our newsletter.

LLM

LLM Large Language Models Inference Engine AI

Mistral AI Introduces Les Ministraux: Ministral 3B and Ministral 8B- Revolutionizing On-Device AI

Marktechpost

OCTOBER 16, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Mistral AI Introduces Les Ministraux: Ministral 3B and Ministral 8B- Revolutionizing On-Device AI appeared first on MarkTechPost. If you like our work, you will love our newsletter.

Inference Engine

Inference Engine Natural Language Processing AI AI

Meta AI Releases LayerSkip: A Novel AI Approach to Accelerate Inference in Large Language Models (LLMs)

Marktechpost

OCTOBER 21, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Meta AI Releases LayerSkip: A Novel AI Approach to Accelerate Inference in Large Language Models (LLMs) appeared first on MarkTechPost. If you like our work, you will love our newsletter.

Large Language Models

Large Language Models Inference Engine AI AI

Scaling Diffusion transformers (DiT): An AI Framework for Optimizing Text-to-Image Models Across Compute Budgets

Marktechpost

OCTOBER 19, 2024

Researchers from Shanghai Artificial Intelligence Laboratory, The Chinese University of Hong Kong, ByteDance, and The University of Hong Kong characterize the scaling behavior of diffusion models for text-to-image synthesis, establishing explicit scaling laws for DiT. If you like our work, you will love our newsletter.

Inference Engine

Inference Engine Large Language Models Artificial Intelligence Artificial Intelligence

Google AI Researchers Propose ‘MODEL SWARMS’: A Collaborative Search Algorithm to Flexibly Adapt Diverse LLM Experts to Wide-Ranging Purposes

Marktechpost

OCTOBER 17, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Google AI Researchers Propose ‘MODEL SWARMS’: A Collaborative Search Algorithm to Flexibly Adapt Diverse LLM Experts to Wide-Ranging Purposes appeared first on MarkTechPost.

LLM

LLM Algorithm AI Research AI Researcher

Salesforce AI Research Propose Programmatic VLM Evaluation (PROVE): A New Benchmarking Paradigm for Evaluating VLM Responses to Open-Ended Queries

Marktechpost

OCTOBER 24, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Salesforce AI Research Propose Programmatic VLM Evaluation (PROVE): A New Benchmarking Paradigm for Evaluating VLM Responses to Open-Ended Queries appeared first on MarkTechPost.

AI Research

AI Research AI Researcher Inference Engine Large Language Models

Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of Large Language Model (LLM) Generated Ideas

Marktechpost

OCTOBER 27, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of Large Language Model (LLM) Generated Ideas appeared first on MarkTechPost.

Large Language Models

Large Language Models LLM Inference Engine Automation

Google DeepMind Introduces Diffusion Model Predictive Control (D-MPC): Combining Multi-Step Action Proposals and Dynamics Models Using Diffusion Models for Online MPC

Marktechpost

OCTOBER 21, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Google DeepMind Introduces Diffusion Model Predictive Control (D-MPC): Combining Multi-Step Action Proposals and Dynamics Models Using Diffusion Models for Online MPC appeared first on MarkTechPost.

Inference Engine

Inference Engine ML Artificial Intelligence Artificial Intelligence

Google Researchers Introduce UNBOUNDED: An Interactive Generative Infinite Game based on Generative AI Models

Marktechpost

OCTOBER 26, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Google Researchers Introduce UNBOUNDED: An Interactive Generative Infinite Game based on Generative AI Models appeared first on MarkTechPost. If you like our work, you will love our newsletter.

Generative AI

Generative AI AI Modeling Large Language Models Inference Engine

Rethinking Direct Alignment: Balancing Likelihood and Diversity for Better Model Performance

Marktechpost

OCTOBER 19, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Rethinking Direct Alignment: Balancing Likelihood and Diversity for Better Model Performance appeared first on MarkTechPost. If you like our work, you will love our newsletter.

Inference Engine

Inference Engine Algorithm LLM ML

A New Study by OpenAI Explores How Users’ Names can Impact ChatGPT’s Responses

Marktechpost

OCTOBER 15, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post A New Study by OpenAI Explores How Users’ Names can Impact ChatGPT’s Responses appeared first on MarkTechPost. If you like our work, you will love our newsletter.

OpenAI

OpenAI Chatbots Inference Engine ChatGPT

Simular Research Introduces Agent S: An Open-Source AI Framework Designed to Interact Autonomously with Computers through a Graphical User Interface

Marktechpost

OCTOBER 14, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Simular Research Introduces Agent S: An Open-Source AI Framework Designed to Interact Autonomously with Computers through a Graphical User Interface appeared first on MarkTechPost.

Inference Engine

Inference Engine Automation AI AI

Discrete Diffusion with Planned Denoising (DDPD): A Novel Machine Learning Framework that Decomposes the Discrete Generation Process into Planning and Denoising

Marktechpost

OCTOBER 22, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Discrete Diffusion with Planned Denoising (DDPD): A Novel Machine Learning Framework that Decomposes the Discrete Generation Process into Planning and Denoising appeared first on MarkTechPost.

Machine Learning

Machine Learning Inference Engine Natural Language Processing ML

Understanding Local Rank and Information Compression in Deep Neural Networks

Marktechpost

OCTOBER 18, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Understanding Local Rank and Information Compression in Deep Neural Networks appeared first on MarkTechPost. If you like our work, you will love our newsletter.

Neural Network

Neural Network Inference Engine ML Artificial Intelligence

Starbucks: A New AI Training Strategy for Matryoshka-like Embedding Models which Encompasses both the Fine-Tuning and Pre-Training Phases

Marktechpost

OCTOBER 23, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Starbucks: A New AI Training Strategy for Matryoshka-like Embedding Models which Encompasses both the Fine-Tuning and Pre-Training Phases appeared first on MarkTechPost.

NLP

NLP Neural Network Inference Engine Natural Language Processing

IBM Developers Release Bee Agent Framework: An Open-Source AI Framework for Building, Deploying, and Serving Powerful Agentic Workflows at Scale

Marktechpost

OCTOBER 25, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post IBM Developers Release Bee Agent Framework: An Open-Source AI Framework for Building, Deploying, and Serving Powerful Agentic Workflows at Scale appeared first on MarkTechPost.

Inference Engine

Inference Engine Automation Python AI

PyTorch 2.5 Released: Advancing Machine Learning Efficiency and Scalability

Marktechpost

OCTOBER 17, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post PyTorch 2.5 Also, don’t forget to follow us on Twitter and join our Telegram Channel and LinkedIn Gr oup. If you like our work, you will love our newsletter.

Machine Learning

Machine Learning Neural Network Data Scientist Inference Engine

SPARE: Training-Free Representation Engineering for Managing Knowledge Conflicts in Large Language Models

Marktechpost

OCTOBER 27, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post SPARE: Training-Free Representation Engineering for Managing Knowledge Conflicts in Large Language Models appeared first on MarkTechPost. Don’t Forget to join our 55k+ ML SubReddit.

Large Language Models

Large Language Models LLM Inference Engine ML

Understanding and Reducing Nonlinear Errors in Sparse Autoencoders: Limitations, Scaling Behavior, and Predictive Techniques

Marktechpost

OCTOBER 23, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Understanding and Reducing Nonlinear Errors in Sparse Autoencoders: Limitations, Scaling Behavior, and Predictive Techniques appeared first on MarkTechPost.

Neural Network

Neural Network Inference Engine Explainability NLP

JAMUN: A Walk-Jump Sampling Model for Generating Ensembles of Molecular Conformations

Marktechpost

OCTOBER 21, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post JAMUN: A Walk-Jump Sampling Model for Generating Ensembles of Molecular Conformations appeared first on MarkTechPost. If you like our work, you will love our newsletter.

Neural Network

Neural Network Inference Engine Machine Learning ML

CMU Researchers Release Pangea-7B: A Fully Open Multimodal Large Language Models MLLMs for 39 Languages

Marktechpost

OCTOBER 22, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post CMU Researchers Release Pangea-7B: A Fully Open Multimodal Large Language Models MLLMs for 39 Languages appeared first on MarkTechPost. If you like our work, you will love our newsletter.

Large Language Models

Large Language Models Data Scarcity Inference Engine LLM

AFlow: A Novel Artificial Intelligence Framework for Automated Workflow Optimization

Meta AI Releases Meta’s Open Materials 2024 (OMat24) Inorganic Materials Dataset and Models

Trending Sources

Zhipu AI Releases GLM-4-Voice: A New Open-Source End-to-End Speech Large Language Model

The Best Inference APIs for Open LLMs to Enhance Your AI App

This AI Paper from Amazon and Michigan State University Introduces a Novel AI Approach to Improving Long-Term Coherence in Language Models

Salesforce AI Research Introduces BLIP-3-Video: A Multimodal Language Model for Videos Designed to Efficiently Capture Temporal Information Over Multiple Frames

IBM Releases Granite 3.0 2B and 8B AI Models for AI Enterprises

Katanemo Open Sources Arch-Function: A Set of Large Language Models (LLMs) Promising Ultra-Fast Speeds at Function-Calling Tasks for Agentic Workflows

Layer-of-Thoughts Prompting (LoT): A Unique Approach that Uses Large Language Model (LLM) based Retrieval with Constraint Hierarchies

Anthropic AI Introduces a New Claude 3.5 Sonnet with Computer Use Feature, and Claude 3.5 Haiku

MEGA-Bench: A Comprehensive AI Benchmark that Scales Multimodal Evaluation to Over 500 Real-World Tasks at a Manageable Inference Cost

This AI Research from Cohere for AI Compares Merging vs Data Mixing as a Recipe for Building High-Performant Aligned LLMs

Meet Hawkish 8B: A New Financial Domain Model that can Pass CFA Level 1 and Outperform Meta Llama-3.1-8B-Instruct in Math & Finance Benchmarks

aiXcoder-7B: A Lightweight and Efficient Large Language Model Offering High Accuracy in Code Completion Across Multiple Languages and Benchmarks

Generative Reward Models (GenRM): A Hybrid Approach to Reinforcement Learning from Human and AI Feedback, Solving Task Generalization and Feedback Collection Challenges

Baichuan-Omni: An Open-Source 7B Multimodal Large Language Model for Image, Video, Audio, and Text Processing

This Machine Learning Research Discusses How Task Diversity Shortens the In-Context Learning (ICL) Plateau

Graph-Constrained Reasoning (GCR): A Novel AI Framework that Bridges Structured Knowledge in Knowledge Graphs with Unstructured Reasoning in LLMs

Google AI Research Examines Random Circuit Sampling (RCS) for Evaluating Quantum Computer Performance in the Presence of Noise

IoT-LLM: An AI Framework that Integrates IoT Sensor Data with LLMs to Enhance their Perception and Reasoning Abilities in the Physical World

Differentiable Rendering of Robots (Dr. Robot): A Robot Self-Model Differentiable from Its Visual Appearance to Its Control Parameters

Researchers from Intel and Salesforce Propose SynthKG: A Multi-Step Document-Level Ontology-Free Knowledge Graphs Synthesis Workflow based on LLMs

OpenAI Stabilizing Continuous-Time Generative Models: How TrigFlow’s Innovative Framework Narrowed the Gap with Leading Diffusion Models Using Just Two Sampling Steps

Stanford Researchers Propose LoLCATS: A Cutting Edge AI Method for Efficient LLM Linearization

Mistral AI Introduces Les Ministraux: Ministral 3B and Ministral 8B- Revolutionizing On-Device AI

Meta AI Releases LayerSkip: A Novel AI Approach to Accelerate Inference in Large Language Models (LLMs)

Scaling Diffusion transformers (DiT): An AI Framework for Optimizing Text-to-Image Models Across Compute Budgets

Google AI Researchers Propose ‘MODEL SWARMS’: A Collaborative Search Algorithm to Flexibly Adapt Diverse LLM Experts to Wide-Ranging Purposes

Salesforce AI Research Propose Programmatic VLM Evaluation (PROVE): A New Benchmarking Paradigm for Evaluating VLM Responses to Open-Ended Queries

Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of Large Language Model (LLM) Generated Ideas

Google DeepMind Introduces Diffusion Model Predictive Control (D-MPC): Combining Multi-Step Action Proposals and Dynamics Models Using Diffusion Models for Online MPC

Google Researchers Introduce UNBOUNDED: An Interactive Generative Infinite Game based on Generative AI Models

Rethinking Direct Alignment: Balancing Likelihood and Diversity for Better Model Performance

A New Study by OpenAI Explores How Users’ Names can Impact ChatGPT’s Responses

Simular Research Introduces Agent S: An Open-Source AI Framework Designed to Interact Autonomously with Computers through a Graphical User Interface

Discrete Diffusion with Planned Denoising (DDPD): A Novel Machine Learning Framework that Decomposes the Discrete Generation Process into Planning and Denoising

Understanding Local Rank and Information Compression in Deep Neural Networks

Starbucks: A New AI Training Strategy for Matryoshka-like Embedding Models which Encompasses both the Fine-Tuning and Pre-Training Phases

IBM Developers Release Bee Agent Framework: An Open-Source AI Framework for Building, Deploying, and Serving Powerful Agentic Workflows at Scale

PyTorch 2.5 Released: Advancing Machine Learning Efficiency and Scalability

SPARE: Training-Free Representation Engineering for Managing Knowledge Conflicts in Large Language Models

Understanding and Reducing Nonlinear Errors in Sparse Autoencoders: Limitations, Scaling Behavior, and Predictive Techniques

JAMUN: A Walk-Jump Sampling Model for Generating Ensembles of Molecular Conformations

CMU Researchers Release Pangea-7B: A Fully Open Multimodal Large Language Models MLLMs for 39 Languages

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