Marktechpost

DECEMBER 27, 2024

SemiKong represents the worlds first semiconductor-focused large language model (LLM), designed using the Llama 3.1 The post Meet SemiKong: The Worlds First Open-Source Semiconductor-Focused LLM appeared first on MarkTechPost. Trending: LG AI Research Releases EXAONE 3.5:

LLM 123

LLM Large Language Models AI Tools Automation 123

Marktechpost

AUGUST 10, 2024

Large Language Models (LLMs) have significantly impacted software engineering, primarily in code generation and bug fixing. However, their application in requirement engineering, a crucial aspect of software development, remains underexplored.

Software Engineer 113

Software Engineer LLM Large Language Models Categorization 113

Flipboard

MARCH 22, 2025

Those books were then fed to Meta's LLM, Llama, after software engineers got approval from the Zuck himself.In But the new search tool is now enabling writers and scholars to see what work, exactly, was pirated to train Meta's for-profit LLM resulting in plenty of discourse around copyright laws, AI ethics, and media piracy. "My

Software Engineer 162

Software Engineer Large Language Models LLM Algorithm 162

AWS Machine Learning Blog

JANUARY 28, 2025

Evaluating large language models (LLMs) is crucial as LLM-based systems become increasingly powerful and relevant in our society. Rigorous testing allows us to understand an LLMs capabilities, limitations, and potential biases, and provide actionable feedback to identify and mitigate risk.

LLM 103

LLM Large Language Models ML Algorithm 103

Unite.AI

NOVEMBER 20, 2024

The growth of autonomous agents by foundation models (FMs) like Large Language Models (LLMs) has reform how we solve complex, multi-step problems. These agents perform tasks ranging from customer support to software engineering, navigating intricate workflows that combine reasoning, tool use, and memory. What is AgentOps?

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LLM AI DevOps AI 182

Unite.AI

JULY 8, 2024

Meta's latest achievement, the Large Language Model (LLM) Compiler , is a significant advancement in this field. This article explores Meta's groundbreaking development, discussing current challenges in code optimization and AI capabilities, and how the LLM Compiler aims to address these issues.

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LLM Large Language Models Software Development Software Engineer 200

Unite.AI

FEBRUARY 10, 2025

In the spring of 2023, the world got excited about the emergence of LLM-based AI agents. Powerful demos like AutoGPT and BabyAGI demonstrated the potential of LLMs running in a loop, choosing the next action, observing its results, and choosing the next action, one step at a time (also known as the ReACT framework).

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LLM Software Engineer Explainability AI 173

Unite.AI

NOVEMBER 14, 2023

The Cost-Effectiveness of AI in Coding Cost Analysis of Employing a Software Engineer: Total Compensation: The average salary for a software engineer including additional benifits in tech hubs like Silicon Valley or Seattle is approximately $312,000 per year. using GPT-3.

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Large Language Models Software Engineer Computer Scientist ChatGPT 331

O'Reilly Media

JANUARY 21, 2025

TL;DR: Enterprise AI teams are discovering that purely agentic approaches (dynamically chaining LLM calls) dont deliver the reliability needed for production systems. When an LLM doesnt do what you want, your main recourse is to change the input. LLM deployments in the enterprise.

Conversational AI 119

Conversational AI LLM Automation Software Engineer 119

Flipboard

MARCH 31, 2025

Consider a software development use case AI agents can generate, evaluate, and improve code, shifting software engineers focus from routine coding to more complex design challenges. Agentic systems, on the other hand, are designed to bridge this gap by combining the flexibility of context-aware systems with domain knowledge.

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LLM Automation Generative AI AI Automation 177

Unite.AI

NOVEMBER 6, 2024

This versatility allows it to automate workflows that previously required human intervention, making it ideal for applications across diverse industries such as finance, advertising, software engineering, and more. This modular design makes AutoGen a powerful tool for both simple and complex AI projects.

Automation 147

Automation Python Software Engineer AI 147

Marktechpost

SEPTEMBER 11, 2024

Large Language Models (LLMs) have revolutionized software engineering, demonstrating remarkable capabilities in various coding tasks. While recent efforts have produced autonomous software agents based on LLMs for end-to-end development tasks, these systems are typically designed for specific Software Engineering (SE) tasks.

Software Engineer 113

Software Engineer Software Development Large Language Models LLM 113

AWS Machine Learning Blog

FEBRUARY 21, 2025

Fine-tuning a pre-trained large language model (LLM) allows users to customize the model to perform better on domain-specific tasks or align more closely with human preferences. You can use supervised fine-tuning (SFT) and instruction tuning to train the LLM to perform better on specific tasks using human-annotated datasets and instructions.

LLM 84

LLM AI AI Data Scientist 84

Flipboard

DECEMBER 2, 2024

In Part 1 of this series, we introduced Amazon SageMaker Fast Model Loader , a new capability in Amazon SageMaker that significantly reduces the time required to deploy and scale large language models (LLMs) for inference. In this post, we provide a detailed, hands-on guide to implementing Fast Model Loader in your LLM deployments.

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Large Language Models Machine Learning LLM Python 143

NVIDIA

NOVEMBER 12, 2024

1 The consulting giants’ initiatives and activities include: Accenture has established the Accenture NVIDIA Business Group and will provide solutions and services incorporating a Japanese large language model (LLM), which uses NVIDIA NIM and NVIDIA NeMo, as a Japan-specific offering.

Robotics 119

Robotics Software Engineer Large Language Models Generative AI 119

Marktechpost

AUGUST 11, 2024

Successfully addressing this challenge is essential for advancing automated software engineering, particularly in enabling LLMs to handle real-world software development tasks that require a deep understanding of large-scale repositories. Check out the Paper and GitHub.

Artificial Intelligence 123

Artificial Intelligence Artificial Intelligence LLM Software Engineer 123

Marktechpost

MARCH 2, 2024

Tools like CodeXGLUE and datasets like HumanEval have been instrumental in benchmarking LLM capabilities in these domains. These platforms assess the functional correctness of code generated by LLMs and emphasize the importance of aligning LLMs with the specific needs of software engineering tasks.

Software Engineer 104

Software Engineer Large Language Models Software Development LLM 104

Marktechpost

FEBRUARY 28, 2024

In recent research, a team of researchers from Meta has presented TestGen-LLM, a unique tool that uses Large Language Models (LLMs) to improve pre-existing human-written test suites automatically. This verification procedure is crucial to solve issues with LLM hallucinations, where produced content may differ from the intended quality.

Large Language Models 130

Large Language Models LLM Automation Software Engineer 130

Flipboard

FEBRUARY 10, 2025

DeepSeek-R1 is an advanced LLM developed by the AI startup DeepSeek. Simplified LLM hosting on SageMaker AI Before orchestrating agentic workflows with CrewAI powered by an LLM, the first step is to host and query an LLM using SageMaker real-time inference endpoints.

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LLM AI AI Python 161

Unite.AI

MARCH 23, 2025

Reliance on third-party LLM providers could impact operational costs and scalability. Perron has a background in software engineering and artificial intelligence, and he has led Botpress in integrating large language models (LLMs) into its platform to enhance conversational AI capabilities. Who uses Botpress?

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AI Chatbots Chatbots AI Automation 271

Unite.AI

SEPTEMBER 11, 2023

Last time we delved into AutoGPT and GPT-Engineering , the early mainstream open-source LLM-based AI agents designed to automate complex tasks. Enter MetaGPT — a Multi-agent system that utilizes Large Language models by Sirui Hong fuses Standardized Operating Procedures (SOPs) with LLM-based multi-agent systems.

Python 328

Python Software Development OpenAI Software Engineer 328

Marktechpost

FEBRUARY 26, 2025

This has led to a growing need for more adaptive and context-aware systems that can learn from the complete evolution of software projects rather than isolated snapshots. Meta AI introduces SWE-RL: an AI approach designed to enhance the reasoning capabilities of large language models (LLMs) for real-world software engineering tasks.

Software Engineer 73

Software Engineer LLM Large Language Models Software Development 73

AWS Machine Learning Blog

OCTOBER 11, 2024

Indeed was looking for a solution that addressed the following challenges: How do we efficiently set up repeatable, low-overhead patterns for fine-tuning open-source LLMs? How can we provide production LLM inference at Indeed’s scale with favorable latency and costs? The following sections discuss how we addressed each challenge.

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LLM Generative AI Artificial Intelligence Artificial Intelligence 115

Flipboard

FEBRUARY 25, 2025

This trend is reflected in programmers embrace of products such as GitHub Copilot and Cursor , which let them call on generative AI to fill in some of the specific code as they tackle a projectessentially a fancy form of autocomplete for software engineering.

Software Development 126

Software Development Software Engineer AI AI 126

AWS Machine Learning Blog

NOVEMBER 26, 2024

However, LLMs such as Anthropic’s Claude 3 Sonnet on Amazon Bedrock can also perform these tasks using zero-shot prompting, which refers to a prompting technique to give a task to the model without providing specific examples or training for that specific task. You don’t have to tell the LLM where Sydney is or that the image is for rainfall.

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Convolutional Neural Networks LLM Metadata Explainability 103

AWS Machine Learning Blog

APRIL 1, 2025

This approach makes sure that the LLM operates within specified ethical and legal parameters, much like how a constitution governs a nations laws and actions. client(service_name="bedrock-runtime", region_name="us-east-1") llm = ChatBedrock(client=bedrock_runtime, model_id="anthropic.claude-3-haiku-20240307-v1:0") .

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LLM Data Scientist Data Science Generative AI 108

Marktechpost

FEBRUARY 23, 2025

Recent studies have addressed this gap by introducing benchmarks that evaluate AI agents on various software engineering and machine learning tasks. A six-level framework categorizes AI research agent capabilities, with MLGym-Bench focusing on Level 1: Baseline Improvement, where LLMs optimize models but lack scientific contributions.

AI Researcher 93

AI Researcher AI Research Software Engineer AI 93

AWS Machine Learning Blog

FEBRUARY 20, 2025

LLM linguistics Although appropriate context can be retrieved from enterprise data sources, the underlying LLM manages the linguistics and fluency. Verisks system demonstrates a complex AI setup, where multiple components interact and frequently call on the LLM to provide user responses.

Generative AI 110

Generative AI LLM Auto-classification Categorization 110

Unite.AI

AUGUST 25, 2023

This breakthrough large language model (LLM) promises to redefine the way we approach coding tasks. Revolutionizing Code Generation Code Llama is not just any LLM. It stands as the pinnacle for publicly available LLMs geared towards coding tasks. Here's a deep dive into what Code Llama brings to the table.

Python 244

Python Software Engineer Large Language Models LLM 244

Towards AI

NOVEMBER 15, 2024

Generated with Microsoft Designer With the second anniversary of the ChatGPT earthquake right around the corner, the rush to build useful applications based on large language models (LLMs) of its like seems to be in full force. I believe they are highly relevant to other LLM based applications just as much.

LLM 115

LLM Auto-complete Software Engineer Automation 115

TheSequence

APRIL 6, 2025

Llama 4 is not merely another model drop; it is a recalibration of the LLM landscape, balancing technical sophistication with an open invitation to build. Cognition released the second version of its software engineering agent. 🤖 AI Tech Releases HallOumi Oumi introduced a frontier model for claims verification.

Software Engineer 59

Software Engineer Large Language Models LLM Python 59

AWS Machine Learning Blog

OCTOBER 16, 2024

To evaluate the metadata quality, the team used reference-free LLM metrics, inspired by LangSmith. The secondary LLM is used to evaluate the summaries on a large scale. As the manager of the team, he guides ML and software engineers in building recommendation systems and generative AI solutions for the company.

Metadata 116

Metadata Automation Generative AI AI 116

Unite.AI

MAY 8, 2024

The initial years were intense yet rewarding, propelling his growth to become an Engineering Team Lead. Driven by his aspiration to work with a tech giant, he joined Google in 2022 as a Senior Software Engineer, focusing on the Google Assistant team (later Google Bard). He then moved to Perplexity as the Head of Search.

Machine Learning 298

Machine Learning Software Engineer Large Language Models Data Analysis 298

AWS Machine Learning Blog

NOVEMBER 12, 2024

Business question question = "Please provide a list of about 100 ETFs or ETNs names with exposure to US markets" # Generate a prompt to get the LLM to provide an SQL query SQL_SYS_PROMPT = PromptTemplate.from_template(tmp_sql_sys_prompt).format(

ESG 106

ESG Generative AI LLM Prompt Engineering 106

Heartbeat

FEBRUARY 29, 2024

After closely observing the software engineering landscape for 23 years and engaging in recent conversations with colleagues, I can’t help but feel that a specialized Large Language Model (LLM) is poised to power the following programming language revolution.

Software Engineer 52

Software Engineer Software Development Large Language Models LLM 52

Marktechpost

JULY 11, 2024

Software engineering is a dynamic field focused on the systematic design, development, testing, and maintenance of software systems. Recently, advancements in large language models (LLMs) have revolutionized these processes, enabling more sophisticated automation of software development tasks. Check out the Paper.

Software Development 104

Software Development Software Engineer Large Language Models LLM 104

Flipboard

DECEMBER 3, 2024

This solution is also deployed by using the AWS Cloud Development Kit (AWS CDK), which is an open-source software development framework that defines cloud infrastructure in modern programming languages and provisions it through AWS CloudFormation. Domain-scoped agents enable code reuse across multiple agents.

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Generative AI Metadata Machine Learning Natural Language Processing 149