Marktechpost

OCTOBER 18, 2024

Current evaluation frameworks, such as LLM-as-a-Judge, which uses large language models to judge outputs from other AI systems, must account for the entire task-solving process. The results of the Agent-as-a-Judge framework achieved a 90% alignment with human evaluators, compared to LLM-as-a-Judge’s 70% alignment.

Large Language Models 109

Large Language Models LLM AI Developer AI Development 109

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. These methods rely on predefined rules or LLM (Large Language Model) judgments to identify potential vulnerabilities in code.

Inference Engine 104

Inference Engine Large Language Models LLM AI Modeling 104

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. Check out the Paper.

Machine Learning 67

Machine Learning Software Development Inference Engine Large Language Models 67

Marktechpost

OCTOBER 18, 2024

This technique integrates multiple expert models to achieve multitask objectives, offering a promising path for LLM evolution. Despite advancements in model merging toolkits and the development of more powerful LLMs through iterative merging, the process largely relies on trial and error and human expertise. Check out the Papers.

Large Language Models 62

Large Language Models Neural Network Inference Engine LLM 62

NVIDIA

OCTOBER 23, 2024

already has over a billion users of its LLM-based conversational AI platform, which includes text, audio and video-based agents. 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 91

Conversational AI Chatbots Generative AI Natural Language Processing 91

deepsense.ai

APRIL 25, 2024

Benefits of SLMs on Edge Devices In this section, we present three compelling reasons why companies may find Small Language Model (SLM) applications preferable to their cloud-heavy Large Language Model (LLM) counterparts: Cost Reduction The expense of cloud inference for Large Language Models can be prohibitive.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Inference Engine LLM 52

Viso.ai

MAY 24, 2024

They have the potential to revolutionize how we work and automate tasks across many industries. LAMs Feature Large Language Models (LLMs) Large Action Models (LAMs) What can it do Language Generation Task Execution and Completion Input Textual data Text, images, instruction, etc. Conceptual Framework of LLM-Based Agent.

Neural Network 52

Neural Network Robotics Automation Explainability 52

AWS Machine Learning Blog

NOVEMBER 26, 2024

The use of large language models (LLMs) and generative AI has exploded over the last year. With the release of powerful publicly available foundation models, tools for training, fine tuning and hosting your own LLM have also become democratized. top_p=0.95) # Create an LLM. llm = LLM(model="meta-llama/Llama-3.2-1B",

LLM 105

LLM AI AI Artificial Intelligence 105

Marktechpost

SEPTEMBER 1, 2023

Addressing this efficiency gap head-on, Deci, a pioneering AI company, introduces DeciCoder, a 1-billion-parameter open-source Large Language Model (LLM) that aims to redefine the gold standard in efficient and accurate code generation. Existing code generation models have grappled with the delicate balance between accuracy and efficiency.

Large Language Models 117

Large Language Models Inference Engine LLM Automation 117

Marktechpost

AUGUST 25, 2023

Addressing this efficiency gap head-on, Deci, a pioneering AI company, introduces DeciCoder, a 1-billion-parameter open-source Large Language Model (LLM) that aims to redefine the gold standard in efficient and accurate code generation. Existing code generation models have grappled with the delicate balance between accuracy and efficiency.

Large Language Models 98

Large Language Models Inference Engine LLM Automation 98

AI Impacts

OCTOBER 28, 2024

We’re delighted to announce the winners of the Essay competition on the Automation of Wisdom and Philosophy. Overview The competition attracted 90 entries in total (only one of which was obviously just the work of an LLM!), taking a wide variety of angles on the topic.

Automation 162

Automation Explainability AI AI 162

Marktechpost

OCTOBER 27, 2024

In order to overcome this limitation, a team of researchers has improved their planning and search techniques to optimize LLMs’ capacity for scientific idea production. The framework then moves into a cycle of planning and searching rather than letting the LLM continue aimlessly. Don’t Forget to join our 55k+ ML SubReddit.

Large Language Models 106

Large Language Models LLM Inference Engine Automation 106