Marktechpost

DECEMBER 13, 2023

The current landscape relies on complex Large Language Model (LLM) scaling frameworks, such as Megatron, DeepSpeed, NeoX, Fairscale, and Mosaic Foundry. After validating the 70B model, the researchers pushed the boundaries by configuring a 175B model based on the GPT-3 paper.

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NVIDIA

AUGUST 8, 2023

NVIDIA researchers are taking the stage at SIGGRAPH, the world’s largest computer graphics conference, to demonstrate a generative AI workflow that helps artists rapidly create and iterate on materials for 3D scenes. See This Research at SIGGRAPH’s Real-Time Live Real-Time Live is one of the most anticipated events at SIGGRAPH.

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Mlearning.ai

MAY 19, 2023

Secondly, certain open source models are restricted to research purposes and cannot be utilized for commercial applications. Alongside the base MPT model, Mosaic are also releasing three other finetuned variants to showcase the broad range of possibilities with this transformative model. We will descrive this in the next section.

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NYU Center for Data Science

JULY 27, 2023

“At NYU I’d love to collaborate broadly with the amazing researchers there to bridge the gap between machine cognition and the social complexities of communities impacted by AI,” said Gabriel. “My Gabriel has interned at SRI, in the Mosaic group at the Allen Institute for AI (AI2), and Microsoft Research Lab (MSR).

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Allen AI

FEBRUARY 1, 2024

The AI2 LLM framework is intentionally designed to provide access to data, training code, models, and evaluation code necessary to advance AI through open research to empower academics and researchers to study the science of language models collectively. Thank you to our awesome partners!

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Allen AI

FEBRUARY 1, 2024

This empowers researchers and developers to use the best and open models to advance the science of language models collectively. OLMo and the framework is designed to aid researchers in training and experimenting with large language models. They are available for direct download on Hugging Face and in GitHub.

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LLM Large Language Models AI Researcher AI Research 76

Bugra Akyildiz

NOVEMBER 24, 2022

MOSAIC is a neural network architecture for efficient and accurate semantic image segmentation on mobile devices. MOSAIC is designed using commonly supported neural operations by diverse mobile hardware platforms for flexible deployment across various mobile platforms. models and state-of-the-art architectures.

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O'Reilly Media

MARCH 26, 2024

Researchers are finding more and more ways to extract training data from ChatGPT and other models. Let’s say I tear up a painting into a thousand pieces and put them back together in a mosaic: is the original painting stored in the mosaic? So, is the training data “stored” in the model? Well, no, not quite. But also… Yes?

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Marktechpost

MAY 14, 2024

This paper explores a novel approach called “Memory Mosaics,” which aims to shed light on this intricate process and potentially pave the way for more transparent and disentangled AI systems. Researchers have long sought methods to disentangle and understand how these models process and combine information.

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TheSequence

JULY 23, 2023

GET THE REPORT 🔎 ML Research CM3leon Meta AI Research published a paper introducing CM3leon a text-to-image and image-to-text foundation model. Diffusion Model Fine Tuning with RL Researchers from Berkeley AI Research(BAIR) lab published a paper detailing a reinforcement learning method used to fine tune diffusion models.

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Heartbeat

AUGUST 10, 2023

And with open-source becoming the norm, most AI models are available for public use for research and experimentation. And being open-source, users can fine-tune the model through the Hugging Face Transformers library and expand its applications in various fields, such as education, eCommerce, research, etc.

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Unite.AI

JULY 5, 2023

FlashAttention is an approach proposed by researchers at Cornell University that addresses this problem for MPT-30B. It is a research artifact released under the CC-By-NC-SA-4.0 MosaicML is a generative AI company that provides AI deployment and scalability solutions. license, allowing only non-commercial use.

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databricks

JANUARY 30, 2024

Quantization is a technique for making machine learning models smaller and faster. We quantize Llama2-70B-Chat, producing an equivalent-quality model that generates 2.2x

Machine Learning 124

Machine Learning AI Researcher AI Research Generative AI 124

databricks

DECEMBER 21, 2023

Over the past six months, we've been working with NVIDIA to get the most out of their new TensorRT-LLM library. TensorRT-LLM provides an easy-to-use Python interface to integrate with a web server for fast, efficient inference performance with LLMs.

LLM 112

LLM Python AI Researcher AI Research 112

databricks

FEBRUARY 27, 2024

In this blog post, we discuss Fine-Grained RLHF, a framework that enables training and learning from reward functions that are fine-grained in two.

AI Researcher 85

AI Researcher AI Research Generative AI AI 85

databricks

FEBRUARY 9, 2024

Pretrained large language models aren’t particularly good at responding in concise, coherent sentences out of the box. At a minimum, they have to b.

Large Language Models 85

Large Language Models AI Researcher AI Research Generative AI 85

Marktechpost

JUNE 27, 2023

One of the biggest reasons to push for an even better engine, which Mosaic ML has done with MPT-30B, was the community’s craze for the models they released earlier. Don’t forget to join our 25k+ ML SubReddit , Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

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Viso.ai

DECEMBER 18, 2023

Viso Suite is the end-to-end, No-Code Computer Vision Platform for Businesses – Learn more What is YOLO You Only Look Once (YOLO) is an object-detection algorithm introduced in 2015 in a research paper by Joseph Redmon, Santosh Divvala, Ross Girshick, and Ali Farhadi. The family YOLO model is continuously evolving.

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Viso.ai

FEBRUARY 27, 2024

YOLO was introduced as a research paper by J. YOLOv5 Without an official research paper, Ultralytics released YOLOv5 also in 2020. YOLOv7 In July 2022, a group of researchers released the open-source model YOLOv7 , the fastest and the most accurate object detector with an mAP of 56.8% Divvala, R. Girshick, and A.

Neural Network 52

Neural Network Computer Vision Convolutional Neural Networks Python 52

Viso.ai

MARCH 11, 2024

In 2015, researchers released the first YOLO model, which rapidly gained popularity for its object detection capabilities. By creating these “mosaic” images, the model encounters a wider variety of object combinations and spatial arrangements, improving its generalization ability to unseen data.

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Marktechpost

MARCH 27, 2024

The Mosaic team at Databricks, renowned for their expertise in AI efficiency, developed DBRX in just two months, showcasing the company’s capability to produce cutting-edge AI models swiftly. DBRX aims to democratize AI research by being open-source, encouraging widespread adoption and fostering innovation in the AI community.

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Viso.ai

DECEMBER 3, 2023

Today, deep learning object detection is widely accepted by researchers and adopted by computer vision companies to build commercial products. Research teams released their own YOLO version, for example, YOLOv5 , YOLOv7 or YOLOv8.The Deep Learning based object detection for vehicles (cars, trucks, bikes, etc.).

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Convolutional Neural Networks Computer Vision Neural Network Deep Learning 98

TheSequence

AUGUST 23, 2023

🛠 AI Work The Allen Institute for AI (AI2) is widely recognized as one of the top research labs in foundation models. Could you please tell us about some of the recent research you have been working on in this area? More recently, we’ve developed the open-source AI2 Tango to organize complex research workflows.

LLM 52

LLM Large Language Models AI AI 52

John Snow Labs

JULY 19, 2023

Exploring the Innovators and Challengers in the Commercial LLM Landscape beyond OpenAI: Anthropic, Cohere, Mosaic ML, Cerebras, Aleph Alpha, AI21 Labs and John Snow Labs. Their flagship offering, Claude , is a highly advanced AI assistant that exemplifies the fruits of their research.

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LLM OpenAI Large Language Models NLP 98

Flipboard

NOVEMBER 22, 2023

94-171) Noisy Measurement File (NMF) from United States Census Bureau 2010 Census Production Settings Demographic and Housing Characteristics (DHC) Demonstration Noisy Measurement File from United States Census Bureau 2010 Census Production Settings Redistricting Data (P.L.

Robotics 84

Robotics Machine Learning Metadata ML 84

PyImageSearch

MAY 1, 2023

The progress in this domain has been significant; every year, the research community achieves a new state-of-the-art benchmark. 2016) published the YOLO research community gem, “ You Only Look Once: Unified, Real-Time Object Detection, ” at the CVPR (Computer Vision and Pattern Recognition) Conference. Python-3.9.16 torch-1.13.1+cu116

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