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 115

Neural Network Inference Engine Machine Learning Automation 115

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. 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 115

NLP Inference Engine Natural Language Processing BERT 115

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 102

Large Language Models Metadata Inference Engine Automation 102

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 105

OpenAI ChatGPT Inference Engine Conversational AI 105

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 119

Machine Learning LLM AI Research AI Researcher 119

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 116

Large Language Models Inference Engine LLM Algorithm 116

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 111

Large Language Models LLM AI Development AI Developer 111

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 105

Inference Engine Large Language Models LLM AI Modeling 105

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 69

Machine Learning Software Development Inference Engine Large Language Models 69

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 64

Large Language Models Neural Network Inference Engine LLM 64

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 126

Metadata Inference Engine Automation AI 126