Marktechpost

AUGUST 2, 2024

AI, particularly through ML and DL, has advanced medical applications by automating complex tasks. These systems rely on a domain knowledge base and an inference engine to solve specialized medical problems. ML algorithms learn from data to improve over time, while DL uses neural networks to handle large, complex datasets.

Artificial Intelligence 120

Artificial Intelligence Artificial Intelligence Robotics Deep Learning 120

Marktechpost

OCTOBER 14, 2024

The challenge lies in automating computer tasks by replicating human-like interaction, which involves understanding varied user interfaces, adapting to new applications, and managing complex sequences of actions similar to how a human would perform them. If you like our work, you will love our newsletter.

Inference Engine 117

Inference Engine Automation Continuous Learning AI 117

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 Development 136

AI Development AI Developer Generative AI Inference Engine 136

Marktechpost

OCTOBER 16, 2024

These models, collectively known as les Ministraux, are engineered to bring powerful language modeling capabilities directly to devices, eliminating the need for cloud computing resources. If you like our work, you will love our newsletter. Don’t Forget to join our 50k+ ML SubReddit.

Natural Language Processing 117

Natural Language Processing Inference Engine AI AI 117

Marktechpost

OCTOBER 27, 2024

Formal theorem proving has emerged as a critical benchmark for assessing the reasoning capabilities of large language models (LLMs), with significant implications for mathematical automation. These findings underscore the need for more sophisticated approaches to context handling in automated theorem proving.

Large Language Models 100

Large Language Models Metadata Inference Engine Automation 100

Unite.AI

JULY 18, 2024

Language Processing Units (LPUs): The Language Processing Unit (LPU) is a custom inference engine developed by Groq, specifically optimized for large language models (LLMs). However, due to their specialized design, NPUs may encounter compatibility issues when integrating with different platforms or software environments.

Neural Network 157

Neural Network AI Modeling AI AI 157

Marktechpost

OCTOBER 26, 2024

Advancements in this area are vital for applications such as automated customer service, content creation, and machine translation, where language precision and sustained coherence are critical. 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 17, 2024

The app is designed with a simple interface that focuses on usability and minimizes distractions, providing an efficient way to get AI-generated answers, support, and automation. Users can now benefit from a faster and smoother interaction without needing to switch between multiple tabs or deal with web performance limitations.

OpenAI 102

OpenAI ChatGPT Inference Engine Conversational AI 102

Marktechpost

OCTOBER 15, 2024

However, PRMs that rely on human-generated labels are not scalable, and even automated PRMs have shown only limited success, with small gains in performance—often just 1-2% over ORMs. Some recent efforts have introduced Process Reward Models (PRMs), which give feedback at each intermediate step. Don’t Forget to join our 50k+ ML SubReddit.

Machine Learning 114

Machine Learning LLM AI Research AI Researcher 114

Marktechpost

OCTOBER 16, 2024

By combining these features, AutoDAN-Turbo represents a significant advancement in the field of automated jailbreak attacks against large language models. Third, the method operates in a black-box manner, requiring only access to the model’s textual output, making it practical for real-world applications.

Large Language Models 111

Large Language Models Inference Engine LLM Algorithm 111

Marktechpost

OCTOBER 18, 2024

Benchmarks like SWE-Bench, for example, focus on the success rate of final solutions in long-term automated tasks but offer little insight into the performance of intermediate steps. Existing methods for evaluating agentic systems rely heavily on either human judgment or benchmarks that assess only the final task outcomes.

Large Language Models 107

Large Language Models LLM AI Development AI Developer 107

Marktechpost

OCTOBER 19, 2024

Code generation AI models (Code GenAI) are becoming pivotal in developing automated software demonstrating capabilities in writing, debugging, and reasoning about code. However, their ability to autonomously generate code raises concerns about security vulnerabilities. If you like our work, you will love our newsletter.

Inference Engine 103

Inference Engine Large Language Models LLM AI Modeling 103

Marktechpost

OCTOBER 17, 2024

A team of researchers from Huazhong University of Science and Technology and Purdue University introduced CodeJudge has made the solution even better by allowing an automated and multilayered structure, which will allow the programming problems to be scrutinized even more deeply. If you like our work, you will love our newsletter.

Machine Learning 64

Machine Learning Software Development Inference Engine Large Language Models 64

NVIDIA

OCTOBER 23, 2024

The support of NVIDIA Inception is helping us advance our work to automate conversational AI use cases with domain-specific large language models,” said Ankush Sabharwal, CEO of CoRover. Conversational AI for Indian Railway Customers Bengaluru-based startup CoRover.ai billion users in over 100 languages.”

Conversational AI 96

Conversational AI Chatbots Generative AI Natural Language Processing 96

Marktechpost

OCTOBER 18, 2024

Recent work has focused on “model evolution,” with approaches like CoLD Fusion for iterative fusion, automated merging tools on platforms like Hugging Face, and Evolutionary Model Merge employing evolutionary techniques to optimize model combinations. If you like our work, you will love our newsletter.

Large Language Models 60

Large Language Models Neural Network Inference Engine LLM 60

deepsense.ai

APRIL 25, 2024

Using the Ragas library, we evaluated their question-answering quality by combining human assessment with automated LLM-based metrics. We gauged the impact of different quantization levels and prompt engineering on response quality. Methods and Tools Let’s start with the inference engine for the Small Language Model.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Inference Engine LLM 52

Viso.ai

MAY 24, 2024

They have the potential to revolutionize how we work and automate tasks across many industries. It uses formal languages, like first-order logic, to represent knowledge and an inference engine to draw logical conclusions based on user queries. LAMs represent a significant leap beyond text generation and understanding.

Neural Network 52

Neural Network Robotics Automation Explainability 52

Pickl AI

AUGUST 1, 2024

TPS typically includes features such as : Data Entry: Capturing transaction data through user interfaces or automated systems. Automation: Streamlining processes and reducing manual effort through automated workflows. Data Processing: Performing calculations, updates, and validations on the entered data.

Inference Engine 52

Inference Engine Automation Artificial Intelligence Artificial Intelligence 52

AWS Machine Learning Blog

APRIL 20, 2023

With advancements in hardware design, a wide range of CPU- and GPU-based infrastructures are available to help you speed up inference performance.

ML 90

ML Auto-classification Python Auto-complete 90

Unite.AI

DECEMBER 3, 2024

Proprietary Cloud Platform : The CLUSTER ENGINE is a proprietary cloud management system that optimizes resource scheduling, providing a flexible and efficient cluster management solution Add inference engine roadmap : Continuous computing, guarantee high SLA. Time share for fractional time use.

Inference Engine 157

Inference Engine Automation Artificial Intelligence Artificial Intelligence 157

AWS Machine Learning Blog

NOVEMBER 26, 2024

Offline inference with vLLM Another way to use vLLM on Inferentia is by sending a few requests all at the same time in a script. This is useful for automation or when you have a batch of prompts that you want to send all at the same time. sampling_params = SamplingParams(temperature=0.8, top_p=0.95) # Create an LLM.

LLM 89

LLM AI AI Artificial Intelligence 89

Marktechpost

OCTOBER 24, 2024

However, automated interaction with these GUIs presents a significant challenge. This model, available here on Hugging Face , represents an exciting development in intelligent GUI automation. This gap becomes particularly evident in building intelligent agents that can comprehend and execute tasks based on visual information alone.

Metadata 122

Metadata Inference Engine Automation AI 122

Marktechpost

SEPTEMBER 1, 2023

Unlike manual, labor-intensive approaches that often fall short, AutoNAC automates the process of generating optimal architectures. By leveraging DeciCoder alongside Infery LLM, a dedicated inference engine, users unlock the power of significantly higher throughput – a staggering 3.5 times greater than SantaCoder’s.

Large Language Models 114

Large Language Models Inference Engine LLM Automation 114

Marktechpost

AUGUST 25, 2023

Unlike manual, labor-intensive approaches that often fall short, AutoNAC automates the process of generating optimal architectures. By leveraging DeciCoder alongside Infery LLM, a dedicated inference engine, users unlock the power of significantly higher throughput – a staggering 3.5 times greater than SantaCoder’s.

Large Language Models 98

Large Language Models Inference Engine LLM Automation 98

AWS Machine Learning Blog

AUGUST 2, 2023

We have also added automated preprocessing to extract your face from each photo. amazonaws.com/djl-inference:0.21.0-deepspeed0.8.3-cu117" file that loads the model into the inference engine and prepares the data input and output from the model. deepspeed0.8.3-cu117" Lastly, we must have a model.py

Generative AI 77

Generative AI Computer Vision Auto-complete Natural Language Processing 77

AI Impacts

OCTOBER 28, 2024

We’re delighted to announce the winners of the Essay competition on the Automation of Wisdom and Philosophy. I also liked that it identified a task (building datasets) that could plausibly lead to quality improvements in automated philosophy and which is a task that philosophers are already in a position to help with.

Automation 162

Automation Explainability AI AI 162

Marktechpost

OCTOBER 28, 2024

Most methods rely on spotting them by analyzing misclassified samples in a semi-automated human computer validation. Current methods for identifying biases often rely on analyzing misclassified samples through semi-automated human-computer validation. Datasets and pre-trained models come with intrinsic biases.

Neural Network 110

Neural Network Inference Engine Machine Learning Automation 110

Marktechpost

OCTOBER 27, 2024

This method has been thoroughly validated using both automated tests and human reviewer reviews. By using a structured search strategy, the model is forced to incorporate increasingly complex and diverse viewpoints rather than straying into recurring patterns. If you like our work, you will love our newsletter.

Large Language Models 104

Large Language Models LLM Inference Engine Automation 104