marktechpost3d
Hugging Face Releases SmolVLM: A 2B Parameter Vision-Language Model for On-Device Inference
In recent years, there has been a growing demand for machine learning models capable of handling visual and language tasks effectively, without relying on large, cumbersome infrastructure. The ...
marktechpost3d
This AI Paper Introduces HARec: A Hyperbolic Framework for Balancing Exploration and Exploitation in Recommender Systems
Recommender systems are essential in modern digital platforms, enabling personalized user experiences by predicting preferences based on interaction data. These systems help users navigate the vast ...
marktechpost3d
Researchers from NVIDIA and MIT Present SANA: An Efficient High-Resolution Image Synthesis Pipeline that Could Generate 4K Images from a Laptop
Diffusion models have pulled ahead of others in text-to-image generation. With continuous research in this field over the past year, we can now generate high-resolution, realistic images that are ...
marktechpost3d
FunctionChat-Bench: Comprehensive Evaluation of Language Models’ Function Calling Capabilities Across Interactive Scenarios
Function calling has emerged as a transformative capability in AI systems, enabling language models to interact with external tools through structured JSON object generation. However, current ...
marktechpost4d
Red Teaming for AI: Strengthening Safety and Trust through External Evaluation
Red teaming plays a pivotal role in evaluating the risks associated with AI models and systems. It uncovers novel threats, identifies gaps in current safety measures, and strengthens quantitative ...
marktechpost4d
Retrieval-Augmented Generation (RAG): Deep Dive into 25 Different Types of RAG
Retrieval-augmented generation (RAG) architectures are revolutionizing how information is retrieved and processed by integrating retrieval capabilities with generative artificial intelligence. This ...
marktechpost4d
On-Chip Implementation of Backpropagation for Spiking Neural Networks on Neuromorphic Hardware
Natural neural systems have inspired innovations in machine learning and neuromorphic circuits designed for energy-efficient data processing. However, implementing the backpropagation algorithm, a ...
marktechpost4d
Neural Magic Releases 2:4 Sparse Llama 3.1 8B: Smaller Models for Efficient GPU Inference
The rapid growth in AI model sizes has brought significant computational and environmental challenges. Deep learning models, particularly language models, have expanded considerably in recent years, ...
marktechpost4d
sqlite-vec Update Introduces Metadata Columns, Partitioning, and Auxiliary Features for Enhanced Data Retrieval: Transforming Vector Search
Alex Garcia has released a major update to sqlite-vec, an extension for SQLite that enables vector search. The latest version, 0.1.6, introduces several new features, including metadata columns, ...
marktechpost4d
SemiKong: An Open Source Foundation Model for Semiconductor Manufacturing Process
Semiconductors are essential in powering various electronic devices and driving development across telecommunications, automotive, healthcare, renewable energy, and IoT industries. In semiconductor ...
marktechpost4d
NVIDIA AI Unveils Fugatto: A 2.5 Billion Parameter Audio Model that Generates Music, Voice, and Sound from Text and Audio Input
Creating, editing, and transforming music and sounds present both technical and creative challenges. Current AI models often struggle with versatility, specializing in narrow tasks or lacking the ...
marktechpost4d
This AI Paper Proposes NLRL: A Natural Language-Based Paradigm for Enhancing Reinforcement Learning Efficiency and Interpretability
Reinforcement Learning (RL) represents a robust computational approach to decision-making formulated through the Markov Decision Processes (MDPs) framework. RL has gained prominence for its ability to ...