Marktechpost

OCTOBER 13, 2023

In Large Language Models (LLMs), Partially-Binarized LLMs (PB-LLM) is a cutting-edge technique for achieving extreme low-bit quantization in LLMs without sacrificing language reasoning capabilities. PB-LLM strategically filters salient weights during binarization, reserving them for higher-bit storage.

Large Language Models 133

Large Language Models Artificial Intelligence Artificial Intelligence LLM 133

Marktechpost

OCTOBER 13, 2024

Don’t Forget to join our 50k+ ML SubReddit [Upcoming Event- Oct 17, 2024] RetrieveX – The GenAI Data Retrieval Conference (Promoted) The post Salesforce AI Research Proposes Dataset-Driven Verifier to Improve LLM Reasoning Consistency appeared first on MarkTechPost.

AI Research 121

AI Research AI Researcher LLM Large Language Models 121

Marktechpost

MARCH 2, 2024

The input, a taxonomy, has been created with minimal human effort through LLM prompting and verification. Don’t Forget to join our Telegram Channel You may also like our FREE AI Courses…. It is scalable, producing instructions on an enormous scale, and task-agnostic, spanning a wide range of disciplines.

Large Language Models 138

Large Language Models Artificial Intelligence Artificial Intelligence AI Research 138

Marktechpost

SEPTEMBER 26, 2024

Multimodal models represent a significant advancement in artificial intelligence by enabling systems to process and understand data from multiple sources, like text and images. Molmo does not rely on synthetic data from proprietary systems, making it a fully accessible tool for the AI research community.

Artificial Intelligence 124

Artificial Intelligence Artificial Intelligence Large Language Models LLM 124

Marktechpost

OCTOBER 15, 2024

The key innovation in PAVs is using a “prover policy,” distinct from the base policy that the LLM is following. This enables the LLM to explore a wider range of potential solutions, even when early steps do not immediately lead to a correct solution. All credit for this research goes to the researchers of this project.

Machine Learning 119

Machine Learning LLM AI Research AI Researcher 119

Marktechpost

OCTOBER 17, 2024

Researchers from Google Cloud AI, Google DeepMind, and the University of Washington have proposed a new approach called MODEL SWARMS , which utilizes swarm intelligence to adapt LLMs through collaborative search in the weight space.

LLM 115

LLM Algorithm AI Research AI Researcher 115

Marktechpost

OCTOBER 16, 2024

Specifically, while LLMs are becoming capable of handling longer input sequences, the increase in retrieved information can overwhelm the system. The challenge lies in making sure that the additional context improves the accuracy of the LLM’s outputs rather than confusing the model with irrelevant information.

LLM 110

LLM AI Research AI Researcher Inference Engine 110

Marktechpost

NOVEMBER 9, 2023

They have also designed a specific LLM runtime that has highly optimized kernels that accelerate the inference process on CPUs. The model is then passed to the LLM runtime, a specialized environment designed to evaluate the performance of the quantized model. If you like our work, you will love our newsletter.

Artificial Intelligence 143

Artificial Intelligence Artificial Intelligence Large Language Models Neural Network 143

AI News

NOVEMBER 8, 2023

Amazon is reportedly making substantial investments in the development of a large language model (LLM) named Olympus. Training such massive AI models is a costly endeavour, primarily due to the significant computing power required. The post Amazon is building a LLM to rival OpenAI and Google appeared first on AI News.

LLM 269

LLM OpenAI Large Language Models Big Data 269

Marktechpost

NOVEMBER 23, 2023

The proposed solution prompts LLMs to follow a unique two-stage process. In the first stage, the LLM is directed to derive a skeleton of the answer. Subsequently, in the second stage, the LLM is tasked with the parallel expansion of multiple points within the skeleton. Check out the Paper and Github.

Artificial Intelligence 142

Artificial Intelligence Artificial Intelligence Large Language Models LLM 142

Marktechpost

MARCH 24, 2024

However, complexities are involved in developing and evaluating new reasoning strategies and agent architectures for LLM agents due to the intricacy of existing frameworks. A research team from Salesforce AI Research presents AgentLite , an open-source AI Agent library that simplifies the design and deployment of LLM agents.

LLM 140

LLM AI Research AI Researcher Large Language Models 140

Marktechpost

OCTOBER 3, 2023

The LLM is then directed to provide instances where the local and global models conflict. Users may investigate the boundaries between ideas and existent data thanks to the LLM’s quick local model predictions and diverse instances, which is an inquiry that would be difficult for users to carry out on their own.

Artificial Intelligence 128

Artificial Intelligence Artificial Intelligence NLP AI Research 128

Marktechpost

NOVEMBER 16, 2023

RaR enables LLMs to rephrase and expand human-posed questions, responding to a single prompt. Addressing the disparity between human and LLM thought frames the approach aims to enhance semantic clarity. It addresses ambiguities in benchmark datasets, aiming to enhance LLM performance and contribute to fair evaluations.

Artificial Intelligence 132

Artificial Intelligence Artificial Intelligence LLM Automation 132

Marktechpost

APRIL 25, 2024

Snowflake AI Research has launched the Arctic , a cutting-edge open-source large language model (LLM) specifically designed for enterprise AI applications, setting a new standard for cost-effectiveness and accessibility.

Large Language Models 140

Large Language Models LLM AI Research AI Researcher 140

Marktechpost

OCTOBER 11, 2023

It first starts by training a multimodal LLM (which can understand both text and images together), which is then aligned with the CLIP text encoder (which is good at understanding text). Join our AI Channel on Whatsapp. KOSMOS-G uses a clever approach to generate images from text and pictures. We are also on WhatsApp.

Artificial Intelligence 131

Artificial Intelligence Artificial Intelligence AI Research AI Researcher 131

Marktechpost

JANUARY 19, 2024

Traditional approaches to LLM serving, while adept at training models effectively, falter during inference, especially in tasks like open-ended text generation. vLLM, powered by PagedAttention, and research systems like Orca have improved LLM inference performance. lower tail latency compared to vLLM. Check out the Paper.

LLM 116

LLM AI Research AI Researcher Large Language Models 116

Marktechpost

OCTOBER 27, 2023

Researchers found out that fine-tuning a Rotary Position Embedding (RoPe) based LLM with a smaller or larger base in pre-training context length could lead to a better performance. Join our AI Channel on Whatsapp. FlashAttention Transformers are powerful models capable of processing textual information. We are also on WhatsApp.

Artificial Intelligence 105

Artificial Intelligence Artificial Intelligence Neural Network AI 105

Marktechpost

NOVEMBER 18, 2023

Since the IE cannot produce effective agents by itself, the researchers utilize an LLM to generate possible scenarios. Also, don’t forget to join our 33k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

Artificial Intelligence 137

Artificial Intelligence Artificial Intelligence Algorithm Large Language Models 137

Marktechpost

MARCH 1, 2024

However, LLMs designed to maximize human preference can display sycophantic behavior, meaning they will give answers that match what the user thinks is right, even if that perspective isn’t correct. The LLM performs a classification task in response to a user prompt at the initial turn of the discussion.

LLM 125

LLM Machine Learning AI Research AI Researcher 125

Marktechpost

NOVEMBER 8, 2024

This lack of complexity limits organizations from understanding the full capabilities of LLM agents, creating an ongoing need for a more comprehensive evaluation framework. Performance testing with CRMArena has revealed that current state-of-the-art LLM agents struggle with CRM tasks. task completion.

LLM 85

LLM AI Research AI Researcher AI 85

Marktechpost

DECEMBER 5, 2023

PoseGPT addresses these limitations by embedding SMPL poses as a distinct signal token within a multimodal LLM by enabling the direct generation of 3D body poses from both textual and visual inputs. Their method embeds SMPL poses as a unique token by prompting the LLM to output these when queried about SMPL pose-related questions.

Large Language Models 132

Large Language Models Artificial Intelligence Artificial Intelligence LLM 132

Marktechpost

MAY 16, 2024

Large Language Models (LLMs) like GPT 3.5 and GPT 4 have recently gained a lot of attention in the Artificial Intelligence (AI) community. However, it is impossible to foresee how modifications in the model would affect its output because of the opaque nature of the process and the impact of these updates on LLM behavior.

AI Research 122

AI Research AI Researcher Large Language Models LLM 122

Marktechpost

OCTOBER 4, 2024

Large Language Models (LLMs) have gained significant attention in recent years, but they face a critical security challenge known as prompt leakage. This vulnerability allows malicious actors to extract sensitive information from LLM prompts through targeted adversarial inputs.

LLM 59

LLM AI Research AI Researcher AI 59

Marktechpost

NOVEMBER 23, 2023

LLM models have been increasingly deployed as potent linguistic agents capable of performing various programming-related activities. Standard code generation benchmarks test how well LLM can generate new code from scratch. Standard code generation benchmarks test how well LLM can generate new code from scratch.

Artificial Intelligence 135

Artificial Intelligence Artificial Intelligence ML Machine Learning 135

Marktechpost

MAY 14, 2024

In the quickly developing fields of Artificial Intelligence and Data Science, the volume and accessibility of training data are critical factors in determining the capabilities and potential of Large Language Models (LLMs). The post Large Language Model (LLM) Training Data Is Running Out. How Close Are We To The Limit?

Large Language Models 122

Large Language Models LLM Artificial Intelligence Artificial Intelligence 122

Marktechpost

SEPTEMBER 30, 2024

Large Language Models (LLMs) have revolutionized artificial intelligence, impacting various scientific and engineering disciplines. However, current LLMs face challenges in their training approach, which primarily focuses on predicting the next token based on previous context while maintaining causality.

LLM 116

LLM Large Language Models BERT Artificial Intelligence 116

Flipboard

AUGUST 6, 2023

Jupyter AI, an official subproject of Project Jupyter, brings generative artificial intelligence to Jupyter notebooks. The tool connects Jupyter with large language models (LLMs) from various providers, including AI21, Anthropic, AWS, Cohere, and OpenAI, supported by LangChain.

Artificial Intelligence 123

Artificial Intelligence Artificial Intelligence Metadata Large Language Models 123

Marktechpost

JULY 4, 2023

They added an external read-write memory to an LLM to verify that it could emulate any algorithm on any input. Their research is summarised in the paper “Memory Augmented Large Language Models are Computationally Universal,” which shows how an LLM enhanced with an associative read-write memory is computationally universal.

Large Language Models 115

Large Language Models Artificial Intelligence Artificial Intelligence LLM 115

Marktechpost

MARCH 17, 2024

Advancements in artificial intelligence are leading to impressive growth. Artificial intelligence (AI) is quickly changing our lives and careers, from chatbots communicating with consumers to algorithms suggesting your next movie. Subscribe to our AI Research Startup Newsletter Here.

AI Research 59

AI Research AI Researcher LLM Artificial Intelligence 59

Marktechpost

AUGUST 17, 2023

Recent large language model (LLM) accomplishments encourage new research into using LLMs to handle various complicated tasks, with LLM-augmented Autonomous Agents (LAAs) garnering the greatest attention. Another well-liked open-source LAA framework that permits LLM API calls is AutoGPT3.

LLM 98

LLM AI Research AI Researcher OpenAI 98

Marktechpost

JULY 13, 2023

Large language models (LLM) have made great strides recently, demonstrating amazing performance in tasks conversationally requiring natural language processing. Thanks to their unheard-of powers, they provide a potential route to general-purpose artificial intelligence models.

Large Language Models 98

Large Language Models LLM AI Research AI Researcher 98

Marktechpost

NOVEMBER 6, 2024

The complexity of cyber threats is expanding, with malicious actors now leveraging artificial intelligence to breach defenses, influence public opinion, and compromise vital infrastructure. Defense Llama builds on Meta’s previous Llama architecture and is powered by a tailored version of Scale AI’s infrastructure.

LLM 96

LLM Large Language Models AI AI 96

AI News

JUNE 28, 2023

Upon the completion of the transaction, the entire MosaicML team – including its renowned research team – is expected to join Databricks. MosaicML’s machine learning and neural networks experts are at the forefront of AI research, striving to enhance model training efficiency. appeared first on AI News.

LLM 218

LLM Large Language Models Big Data Neural Network 218

Marktechpost

DECEMBER 18, 2023

Researchers at Google DeepMind surpass this limitation by proposing a method called FunSearch. It combines a pre-trained LLM with an evaluator, which guards against confabulations and incorrect ideas. FunSearch produces programs generating the solutions. If you like our work, you will love our newsletter.

Artificial Intelligence 105

Artificial Intelligence Artificial Intelligence Large Language Models LLM 105

Marktechpost

NOVEMBER 12, 2023

In today’s applications, LLMs are pervasive, catering to various domains and tasks. Modern applications extensively utilize LLMs, and the pretrain-then-finetune method has resulted in the creation of multiple fine-tuned versions of a single base LLM, each customized for specific tasks or domains.

Artificial Intelligence 130

Artificial Intelligence Artificial Intelligence Large Language Models LLM 130

Marktechpost

JULY 2, 2023

A new study by Georgia Tech, University of Washington, UIUC, and Google Research analyzes four difficult subject classification tasks with large cardinality from different domains. It anchors the LLM to ChatGPT for its ability to write high-quality, human-like language.

LLM 119

LLM AI Research AI Researcher Large Language Models 119

Marktechpost

NOVEMBER 5, 2023

Consequently, researchers have made significant progress in overcoming barriers in data visualization. For the former, a program synthesizer generates a specialized data-reshaping program, while the latter calls on Language Model (LLM) to generate code, creating a new data category as described. We are also on Telegram and WhatsApp.

Artificial Intelligence 132

Artificial Intelligence Artificial Intelligence Data Analysis AI 132