Unite.AI

OCTOBER 18, 2023

Developing such a model is an exhaustive task, and constructing an application that harnesses the capabilities of an LLM is equally challenging. Given the extensive time and resources required to establish workflows for applications that utilize the power of LLMs, automating these processes holds immense value.

Large Language Models 290

Large Language Models LLM Auto-complete Automation 290

Unite.AI

APRIL 18, 2024

The Advent of AI Software Engineers Traditionally, software development has been a labor-intensive process, requiring teams of skilled programmers to write, review, and test code meticulously. On average, it can analyze and fix problems within 93 seconds, boasting an impressive 12.29% success rate on the comprehensive SWE-bench test set.

Software Engineer 261

Software Engineer Software Development LLM AI 261

Ehud Reiter

AUGUST 24, 2023

I think some of the points I made were novel to this audience (might not be to a commercial audience), so I thought I would write a blog on the topic. Are there successful products which use LLMs? Uncertain legal status : IP-related lawsuits may make current LLMs illegal.

LLM 189

LLM Software Engineer ChatGPT Generative AI 189

Unite.AI

DECEMBER 6, 2023

Over the past year, users have found all sorts of creative ways to use ChatGPT, from simple tasks like writing emails and updating resumes to starting successful businesses. Stronger LLMs like GPT-4 are used as evaluators. billion visits worldwide. These numbers speak volumes about its popularity and usefulness. turbo and GPT-4.

LLM 276

LLM OpenAI ChatGPT AI 276

Unite.AI

JULY 5, 2023

Their latest large language model (LLM) MPT-30B is making waves across the AI community. The MPT-30B: A Powerful LLM That Exceeds GPT-3 MPT-30B is an open-source and commercially licensed decoder-based LLM that is more powerful than GPT-3-175B with only 17% of GPT-3 parameters, i.e., 30B. It outperforms GPT-3 on several tasks.

LLM 264

LLM NLP Large Language Models Generative AI 264

AssemblyAI

MARCH 11, 2024

Now, LLMs can create content, write stories, solve complex problems, and even mimic human-like conversations with uncanny accuracy. Below, we'll walk you through all the top LLM use cases and applications in 2024. What is an LLM (and what do you use it for)?

LLM 147

LLM Large Language Models Data Analysis Auto-complete 147

Marktechpost

APRIL 11, 2024

Regardless of a company’s niche, LLMs have enormous promise in areas such as data analysis, code writing, and creative text generation. The development of reliable LLM applications, however, has its challenges. Presently, there is a fragmented scope for LLM growth. Funding round YCombinator backs Keywords AI.

DevOps 93

DevOps LLM Large Language Models AI 93

Unite.AI

DECEMBER 13, 2023

Prompt tuning involves crafting and inputting a carefully designed text “prompt” into a Large Language Model (LLM). Inputting the Prompt: The prompt is fed into the LLM. ” Tuned Prompt: “Write a humorous story about a friendly dragon who loves baking cookies and lives in a magical forest.”

LLM 253

LLM Chatbots Explainability Large Language Models 253

Unite.AI

NOVEMBER 21, 2023

With the advancements Large Language Models have made in recent years, it's unsurprising why these LLM frameworks excel as semantic planners for sequential high-level decision-making tasks. However, developers still find it challenging to utilize the full potential of LLM frameworks for learning complex low-level manipulation tasks.

Large Language Models 162

Large Language Models LLM Algorithm Automation 162

Marktechpost

APRIL 10, 2024

However, a groundbreaking new development is set to challenge this status quo and usher in a more inclusive era of language models – the Chinese Tiny LLM (CT-LLM). That’s precisely what the researchers behind CT-LLM have set out to achieve by prioritizing the Chinese language, one of the most widely spoken in the world.

LLM 118

LLM Natural Language Processing NLP ML 118

Marktechpost

MAY 30, 2024

Its AI courses provide valuable knowledge and hands-on experience, helping learners build and optimize AI models, understand advanced AI concepts, and apply AI solutions to real-world problems. Participants learn how to improve model accuracy and write scalable, specialized ML models.

Artificial Intelligence 114

Artificial Intelligence Artificial Intelligence BERT Computer Vision 114

BAIR

MAY 29, 2024

These challenges could be solved if we deploy the LLM models locally at the edge. However, current LLMs like GPT-4o or Gemini-1.5 In such applications, the model doesn’t need to write the function definition itself since the functions (or APIs) are mostly pre-defined and already available. are too large for local deployment.

LLM 300

LLM Robotics OpenAI ChatGPT 300

Unite.AI

FEBRUARY 7, 2024

Machine learning (ML) is a powerful technology that can solve complex problems and deliver customer value. But more than MLOps is needed for a new type of ML model called Large Language Models (LLMs). LLMs, such as GPT-4 , BERT , and T5 , are very powerful and versatile in Natural Language Processing (NLP).

Machine Learning 294

Machine Learning Large Language Models LLM BERT 294

Marktechpost

MARCH 12, 2024

The quest for models that can think, reason, and generate outputs similar to a human’s capacity for complex problem-solving has been paramount. Large language models (LLMs) are at the forefront, designed to mimic human-like understanding and articulation of ideas. Check out the Paper.

Large Language Models 130

Large Language Models LLM Artificial Intelligence Artificial Intelligence 130

Marktechpost

JANUARY 27, 2024

However, studies have also shown that LLMs can be readily programmed to produce false information, intentionally or unintentionally, due to their ability to mimic human speech, which may include hallucinations, and their ability to follow human commands. LLMs are good reasoners, particularly when it comes to zero-shot problems.

LLM 134

LLM Large Language Models Prompt Engineer Prompt Engineering 134

AWS Machine Learning Blog

MAY 17, 2024

FMs and LLMs, even though they’re pre-trained, can continue to learn from data inputs or prompts during inference. A prompt is the information you pass into an LLM to elicit a response. To accomplish the overall task, your application feeds each subtask prompt to the LLM in a pre-defined order or according to a set of rules.

Generative AI 104

Generative AI LLM Prompt Engineer Prompt Engineering 104

Towards AI

APRIL 19, 2024

As we illustrate in this article, integrating them into the right system can eradicate this problem, making LLMs capable of handling precise statistics and analyses. Nevertheless, we will run into several problems as soon as we try to have an LLM carry out our data analysis tasks. tokens, so it’s not particularly large.

Data Analysis 88

Data Analysis LLM Big Data NLP 88

Ehud Reiter

MAY 21, 2023

I’m writing a book on NLG ( blog ), and for the past few weeks I’ve been working on the evaluation section. LLM based evaluation At the time of writing, there is a lot of excitement about using LLMs to evaluate generated texts. However, we are seeing more work on high-quality human evaluation protocols.

LLM 160

LLM OpenAI 160

Unite.AI

NOVEMBER 1, 2023

It's common for software developers to base decisions on intuition rather than consultation, depending on the complexity of the problem. Today, we're going to discuss ChatDev, a Large Language Model (LLM) based, innovative approach that aims to revolutionize the field of software development.

Software Development 264

Software Development Large Language Models LLM Natural Language Processing 264

Marktechpost

SEPTEMBER 1, 2023

LLMs can boost human productivity, ranging from assisting with code generation to helping in email writing and co-writing university homework, and have exhibited amazing results across fields, including law, mathematics, psychology, and medicine. Such arguments further question the level of safety and security possible for LLMs.

Large Language Models 137

Large Language Models Neural Network Natural Language Processing LLM 137

Marktechpost

NOVEMBER 23, 2023

Despite their remarkable capabilities, the time it takes to obtain responses from LLMs hinders their effectiveness, particularly in latency-critical applications like chatbots, copilots, and industrial controllers. Traditionally, efforts to enhance LLMs’ speed have involved intricate modifications to the models, systems, or hardware.

Artificial Intelligence 133

Artificial Intelligence Artificial Intelligence Large Language Models LLM 133

Marktechpost

MAY 4, 2024

Language models built on Large Language models (LLMs) have been developed for multiple applications, followed by new advancements in enhancing LLMs. However, LLMs lack adaption and personalization to a particular user and task. GPT-4 has been used as base LLM for CIPHER and all baselines by researchers.

Algorithm 90

Algorithm Large Language Models LLM AI 90

Unite.AI

NOVEMBER 23, 2023

In developing Zephyr-7B, researchers tackled the challenge of aligning a small open LLM entirely through distillation. It begins with a raw LLM which is trained to respond to user prompts. Categories might include Writing, Humanities, Roleplay, Reasoning, STEM, Extraction, Coding, and Math.

LLM 301

LLM Large Language Models BERT NLP 301

Unite.AI

JANUARY 31, 2024

The problem Current voice-based automated systems attempt to meet the above criteria at the expense of a) being a) very limited and b) very frustrating to use. What’s more, integrating these methods with the LLM and each other in a way that minimizes latency and cost requires careful engineering. Accurate: Based on the facts (e.g.,

LLM 182

LLM Prompt Engineer Prompt Engineering AI 182

TheSequence

FEBRUARY 13, 2024

Created Using DALL-E In this Issue: Understanding chain-of-code(CoC) for LLM Reasoning. Writing code is a clear expression of reasoning. A typical program includes blocks that express control-flow, logical expressions and modular structures that combine to model a solution to a given problem. Read more

LLM 59

LLM ML 59

Unite.AI

NOVEMBER 14, 2023

While AI can write functional code, ensuring that this code adheres to best practices for readability, efficiency, and maintainability remains a human-driven task. Human oversight might still be necessary for quality assurance, but the focus would shift from writing and maintaining code to verifying and fine-tuning AI-generated outputs.

Large Language Models 331

Large Language Models Software Engineer Computer Scientist ChatGPT 331

O'Reilly Media

MARCH 26, 2024

In Borges’ fable Pierre Menard, Author of The Quixote , the eponymous Monsieur Menard plans to sit down and write a portion of Cervantes’ Don Quixote. Not to transcribe, but re-write the epic novel word for word: His goal was never the mechanical transcription of the original; he had no intention of copying it. They are dream machines.

ChatGPT 108

ChatGPT OpenAI Generative AI LLM 108

Marktechpost

DECEMBER 23, 2023

Generative Large Language Models (LLMs) are well known for their remarkable performance in a variety of tasks, including complex Natural Language Processing (NLP), creative writing, question answering, and code generation. Two current strategies to deal with these memory problems are offloading and model compression.

Large Language Models 139

Large Language Models LLM Machine Learning Inference Engine 139

Unite.AI

MARCH 15, 2024

This problem is highlighted by an extensive study that reviewed 7,392 product review queries on Google, Bing, and DuckDuckGo , which revealed a worrying decline in the quality of search results. YouAgent: This AI Search engine lets you write and run code directly, making searches interactive and packed with insights.

AI 306

AI AI OpenAI LLM 306

BAIR

FEBRUARY 18, 2024

AlphaGeometry , likewise, combines an LLM with a traditional symbolic solver to tackle olympiad problems. In enterprises, our colleagues at Databricks found that 60% of LLM applications use some form of retrieval-augmented generation (RAG) , and 30% use multi-step chains. LLM agents that call external tools)?

LLM 100

LLM Neural Network AI AI 100

Marktechpost

DECEMBER 8, 2023

Many frameworks have attempted to use LLMs for task-oriented talks, including Langchain, Semantic Kernel, Transformers Agent, Agents, AutoGen, and JARVIS. Using these frameworks, users may communicate with LLM-powered bots by asking questions in plain language and getting answers. If you like our work, you will love our newsletter.

Machine Learning 123

Machine Learning LLM Large Language Models Chatbots 123

ODSC - Open Data Science

OCTOBER 2, 2023

In the past year, there has been a surge of interest in large language models and LLM agents. As large language models continue their assent into multiple fields, they will begin to branch off and become more domain-specific to tackle complex problems that general LLMs aren’t well suited for. This makes LLama2.c

Large Language Models 98

Large Language Models LLM Data Science Python 98

Marktechpost

APRIL 1, 2024

Although large language models (LLMs) had been developed prior to the launch of ChatGPT, the latter’s ease of accessibility and user-friendly interface took the adoption of LLM to a new level. The book also provides a guide for leveraging and deploying LLMs to solve practical problems.

ChatGPT 98

ChatGPT Large Language Models Prompt Engineer Prompt Engineering 98

Unite.AI

FEBRUARY 23, 2024

The goal is to maximize the efficiency and applicability of AI responses, whether it's generating text, code, images, or even engaging in complex problem-solving. Diverse Applications : Learn to apply these skills in various contexts like automation, data analysis, and problem-solving.

Prompt Engineer 272

Prompt Engineer Prompt Engineering Large Language Models Generative AI 272

Marktechpost

JUNE 13, 2023

Despite great advancements in comprehension and producing contextually appropriate replies, LLMs still have certain drawbacks. The fact that multi-turn interactions with language models make a lot of tokens that are easily more than the input token limit of LLMs is one of the key problems. The LLM created these SQL statements.

Large Language Models 98

Large Language Models LLM Natural Language Processing Artificial Intelligence 98

Marktechpost

APRIL 1, 2024

Large language models (LLMs) have revolutionized AI by proving their success in natural language tasks and beyond, as exemplified by ChatGPT, Bard, Claude, etc. These LLMs can generate text ranging from creative writing to complex codes. These chunks are subsequently used as the expanded context in the prompt.

LLM 121

LLM Metadata Large Language Models Categorization 121

Marktechpost

DECEMBER 12, 2023

LLMs can assist in code completion by proposing function calls or suggesting relevant functions based on the context or partial code provided. This helps developers in writing code faster and more accurately. Researchers at Nexusflow propose an open-source LLM model, NexusRaven-V2.

LLM 127

LLM OpenAI AI Researcher AI Research 127