AI News

OCTOBER 13, 2023

One, as I mentioned, is operating AI inference engines within Cloudflare close to consumers’ eyeballs. While machine learning training is typically conducted outside Cloudflare, the company excels in providing low-latency inference engines that are essential for real-time applications like image recognition.

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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 …

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Inference Engine AI AI AI Modeling 132

Unite.AI

DECEMBER 3, 2024

I see artificial intelligence as the 21st century’s latest “gold rush,” with GPUs and AI servers serving as the “pickaxes” for modern-day “prospectors,” spurring rapid growth for cloud companies specializing in GPU computing power rental. Time share for fractional time use.

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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.

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Data Scientist Inference Engine Machine Learning AI Modeling 80

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.

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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.

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Inference Engine LLM Large Language Models Metadata 84

AWS Machine Learning Blog

NOVEMBER 26, 2024

nGen AI is a new type of artificial intelligence that is designed to learn and adapt to new situations and environments. You can reattach to your Docker container and stop the online inference server with the following: docker attach $(docker ps --format "{{.ID}}") , "temperature":0, "max_tokens": 128}' | jq '.choices[0].text'

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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.

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Inference Engine LLM Artificial Intelligence Artificial Intelligence 132

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.

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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 ).

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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.

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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

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Metadata Inference Engine Deep Learning AI 82

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.

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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.

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Large Language Models Inference Engine LLM Natural Language Processing 130

Marktechpost

OCTOBER 26, 2024

This move aligns well with the core values of artificial intelligence—accessibility, inclusiveness, and innovation without borders. Check out the Details , 8B Model and 32B Model. All credit for this research goes to the researchers of this project. If you like our work, you will love our newsletter.

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Natural Language Processing Inference Engine NLP AI 104

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.

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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.

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AI Research AI Researcher Inference Engine Artificial Intelligence 122

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

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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

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Natural Language Processing Inference Engine NLP Artificial Intelligence 104

Marktechpost

OCTOBER 28, 2024

Researchers from the Gaoling School of Artificial Intelligence and Microsoft Corporation have introduced a novel framework called SPEED. Such reliance on proprietary models can limit scalability and efficiency, highlighting the need for innovative, resource-conscious alternatives that maintain data quality without excessive costs.

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NLP Natural Language Processing Inference Engine Large Language Models 113

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.

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AI Research AI Researcher Inference Engine AI 116

Marktechpost

OCTOBER 27, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Meta AI Silently Releases NotebookLlama: An Open Version of Google’s NotebookLM appeared first on MarkTechPost. If you like our work, you will love our newsletter.

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Inference Engine Large Language Models Software Development Data Analysis 139

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.

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Large Language Models Inference Engine Python Artificial Intelligence 113

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.

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Inference Engine Large Language Models LLM AI 117

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.

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Marktechpost

SEPTEMBER 1, 2023

By leveraging DeciCoder alongside Infery LLM, a dedicated inference engine, users unlock the power of significantly higher throughput – a staggering 3.5 Through the synergy of AutoNAC , Grouped Query Attention, and dedicated inference engines, it brings forth a high-performing and environmentally conscious model.

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Large Language Models Inference Engine LLM Automation 117

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.

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Large Language Models Natural Language Processing Inference Engine LLM 112

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.

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Inference Engine LLM AI AI 119

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.

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Large Language Models LLM Inference Engine Algorithm 133

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.

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OpenAI Inference Engine Artificial Intelligence Artificial Intelligence 113

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.

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Inference Engine Large Language Models Artificial Intelligence Artificial Intelligence 104

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.

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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.

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Inference Engine NLP ML AI Modeling 128

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.

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Inference Engine Machine Learning AI AI 113

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.

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Large Language Models Machine Learning LLM Natural Language Processing 139

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.

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Inference Engine ML Computer Vision AI 83

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.

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Machine Learning Inference Engine ML Artificial Intelligence 117