Flipboard

NOVEMBER 12, 2024

Inference speed is a hot topic right now as companies rush to fine-tune and build their own AI models. Conversations around test-time compute are …

Inference Engine 132

Inference Engine AI AI AI Modeling 132

Marktechpost

OCTOBER 31, 2024

In the fast-moving world of artificial intelligence and machine learning, the efficiency of deploying and running models is key to success. For data scientists and machine learning engineers, one of the biggest frustrations has been the slow and often cumbersome process of loading trained models for inference.

Data Scientist 79

Data Scientist Inference Engine Machine Learning AI Modeling 79

Unite.AI

FEBRUARY 21, 2025

This ability is supported by advanced technical components like inference engines and knowledge graphs, which enhance its reasoning skills. Its architecture allows it to break down complex problems step-by-step, showing intermediate thought processes before arriving at a final response.

AI Chatbots 179

AI Chatbots Chatbots AI AI 179

Marktechpost

FEBRUARY 21, 2025

SGLang is an open-source inference engine designed by the SGLang team to address these challenges. It optimizes CPU and GPU resources during inference, achieving significantly higher throughput than many competitive solutions.

Inference Engine 82

Inference Engine LLM Large Language Models Metadata 82

Marktechpost

MAY 23, 2024

Artificial Intelligence is undergoing rapid evolution, especially regarding the training of massive language models (LLMs) with parameters exceeding 70 billion. OpenRLHF leverages two key technologies: Ray, the Distributed Task Scheduler, and vLLM, the Distributed Inference Engine.

Inference Engine 130

Inference Engine LLM Artificial Intelligence Artificial Intelligence 130

Unite.AI

SEPTEMBER 24, 2024

Artificial Intelligence (AI) has moved from a futuristic idea to a powerful force changing industries worldwide. NVIDIA Inference Microservices (NIM) and LangChain are two cutting-edge technologies that meet these needs, offering a comprehensive solution for deploying AI in real-world environments.

Inference Engine 162

Inference Engine Large Language Models AI AI 162

Unite.AI

NOVEMBER 25, 2024

Ensuring consistent access to a single inference engine or database connection. When to Use Managing global configurations (e.g., model hyperparameters). Sharing resources across multiple threads or processes (e.g., GPU memory ).

Python 147

Python LLM AI Engineer AI 147

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 122

Large Language Models Inference Engine Artificial Intelligence Artificial Intelligence 122

Marktechpost

FEBRUARY 26, 2025

Compatible with inference engines like vLLM and SGLang, allowing flexible deployment on various hardware setups. It outperforms traditional OCR tools in structured data recognition and large-scale processing and has the highest ELO score in human evaluations. Improves language model training by increasing accuracy by 1.3

Metadata 80

Metadata Inference Engine Deep Learning AI 80

Marktechpost

JULY 20, 2024

The Together Inference Engine, capable of processing over 400 tokens per second on Meta Llama 3 8B, integrates the latest innovations from Together AI, including FlashAttention-3, faster GEMM and MHA kernels, and quality-preserving quantization, as well as speculative decoding techniques.

Generative AI 107

Generative AI Inference Engine AI AI 107

Unite.AI

JANUARY 17, 2024

In this article, we will discuss PowerInfer, a high-speed LLM inference engine designed for standard computers powered by a single consumer-grade GPU. The PowerInfer framework seeks to utilize the high locality inherent in LLM inference, characterized by a power-law distribution in neuron activations.

Large Language Models 130

Large Language Models Inference Engine LLM Natural Language Processing 130

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. If you like our work, you will love our newsletter. Don’t Forget to join our 55k+ ML SubReddit.

NLP 111

NLP Natural Language Processing Inference Engine BERT 111

Marktechpost

OCTOBER 24, 2024

Vision-language models (VLMs) are gaining prominence in artificial intelligence for their ability to integrate visual and textual data. If you like our work, you will love our newsletter. Don’t Forget to join our 55k+ ML SubReddit.

AI Researcher 120

AI Researcher AI Research Inference Engine Artificial Intelligence 120

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 114

AI Modeling Large Language Models Natural Language Processing Inference Engine 114

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

Natural Language Processing 103

Natural Language Processing Inference Engine NLP Artificial Intelligence 103

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 Researcher 113

AI Researcher AI Research Inference Engine AI 113

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 111

Large Language Models Inference Engine Python Artificial Intelligence 111

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 114

Inference Engine Large Language Models LLM AI 114

Marktechpost

SEPTEMBER 6, 2024

The integration with Google search through a specialized API enhances the breadth of information available, while a powerful inference engine ensures efficient processing. It also uses a reranking system to refine the results based on relevance. OpenPerPlex offers several features that highlight its capabilities.

Inference Engine 107

Inference Engine Algorithm AI AI 107

Towards AI

DECEMBER 20, 2023

PowerInfer exploits such an insight to design a GPU-CPU hybrid inference engine. This distribution indicates that a small subset of neurons, termed hot neurons, are consistently activated across inputs, while the majority, cold neurons, vary based on specific inputs.

Inference Engine 119

Inference Engine LLM AI AI 119

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). If you like our work, you will love our newsletter. Don’t Forget to join our 50k+ ML SubReddit.

Large Language Models 109

Large Language Models Natural Language Processing Inference Engine LLM 109

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 131

Large Language Models LLM Inference Engine Algorithm 131

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 103

Inference Engine Large Language Models Artificial Intelligence Artificial Intelligence 103

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 128

Inference Engine AI AI ML 128

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 110

OpenAI Inference Engine Artificial Intelligence Artificial Intelligence 110

Marktechpost

DECEMBER 23, 2023

The team has shared that PowerInfer is a GPU-CPU hybrid inference engine that makes use of this understanding. This distribution shows that most cold neurons change based on certain inputs, whereas a tiny fraction of hot neurons consistently activate across different inputs.

Large Language Models 139

Large Language Models Machine Learning LLM Natural Language Processing 139

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 126

Inference Engine NLP ML AI Modeling 126

Marktechpost

AUGUST 5, 2024

It employs Groq’s inference engine for high-speed processing, ensuring rapid search response times. By combining the strengths of multiple technologies, OpenPerPlex aims to provide a more reliable and efficient search experience. OpenPerPlex’s effectiveness is driven by its robust tech stack.

Inference Engine 111

Inference Engine Machine Learning AI AI 111

Marktechpost

NOVEMBER 9, 2024

The scientists developed an inference engine called Nunchaku that combines low-rank and low-bit computation kernels with memory access optimization to cut latency. SVDQuant works by smoothing and sending outliers from activations to weights. Then applying SVD decomposition over weights, split the weights into a low rank and residual.

Inference Engine 81

Inference Engine ML Computer Vision AI 81

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 114

Machine Learning Inference Engine ML Artificial Intelligence 114

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 Researcher 120

AI Researcher AI Research Inference Engine Algorithm 120

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 120

LLM Inference Engine Large Language Models Machine Learning 120

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 111

LLM Inference Engine Large Language Models AI 111

Marktechpost

OCTOBER 17, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Katanemo Open Sources Arch-Function: A Set of Large Language Models (LLMs) Promising Ultra-Fast Speeds at Function-Calling Tasks for Agentic Workflows appeared first on MarkTechPost.

Large Language Models 107

Large Language Models Inference Engine Automation Data Scientist 107

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. If you like our work, you will love our newsletter. Don’t Forget to join our 50k+ ML SubReddit.

Robotics 110

Robotics Inference Engine Algorithm ML 110

NVIDIA

APRIL 9, 2024

NVIDIA NIM microservices, part of the NVIDIA AI Enterprise software platform, together with Google Kubernetes Engine (GKE) provide a streamlined path for developing AI-powered apps and deploying optimized AI models into production.

AI Developer 137

AI Developer AI Development Generative AI Inference Engine 137

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 117

LLM Large Language Models Inference Engine AI 117