EleutherAI in collaboration with INCITE Project, AAI CERC lab at the Université de Montréal, have introduced Hi-NOLIN, an open-source English-Hindi bilingual model.

EleutherAI Launches Open-Source English-Hindi Bilingual Model, Hi-NOLIN

In a new paper DeepSpeed-VisualChat: Multi-Round Multi-Image Interleave Chat via Multi-Modal Causal Attention, a research team from DeepSpeed of Microsoft presents the DeepSpeed-VisualChat framework, which is designed to optimize LLMs by incorporating ...

Microsoft’s DeepSpeed-VisualChat: Breaking Boundaries in Multi-Modal Language Models

Cutting-edge large language models (LLMs) have displayed remarkable capabilities in various text-based tasks, but there is a growing desire to extend their abilities beyond the confines of text-only processing.

In a new paper FaceCLIPNeRF: Text-driven 3D Face Manipulation using Deformable Neural Radiance Fields, a research team from KAIST and Scatter Lab introduces FaceCLIPNeRF, a novel text-driven pipeline that enable high-quality face manipulation using ...

Tag: Artificial Intelligence

In the fast-paced world of technology investment, one question looms large: Can Nvidia sustain its incredible growth and high margins? Over the past two quarters, Nvidia (NASDAQ: NVDA) has displayed remarkable performance,

AMD and Intel Forge Alliances with FAANG Giants to Challenge Nvidia’s AI Dominance

But the more interesting attribute of both AMD's and Intel's software stacks is that each has a portability feature that aims to enable software developers to take programming code written in CUDA and port that code over to their other platforms for use on other hardware, with as little recoding as possible.

How AMD and Intel Are Teaming Up With FAANG to Take On Nvidia

The scaling rule of language models has produced success like never before. These huge language models have gotten novel emerging capabilities in addition to demonstrating tremendous superiority over earlier paradigms for many disciplines when trained on ...

This AI Paper Unveils OpenBA: An Open-Sourced 15B Parameter Bilingual Model Outperforming Predecessors and Aiding Chinese-centric NLP Advancements

This article explores these challenges, drawing insights from a recent paper on DeepSpeed-VisualChat and discussing the limitations and prospects of GPT models. The paper titled 'DeepSpeed ...

Challenges and Future of Multi-Modal Conversations in AI

To revolutionize collaboration with generative AI, Bard has introduced its most advanced model yet. This innovation promises to be a game-changer, allowing users to tailor responses to their specific needs seamlessly. Whether it’s drafting a trip ...

Bard Unveils Enhanced Capabilities: Integrating with Gmail, Drive, and Other Google Apps

In 2022, the DeepSpeed team made a number of breakthroughs to improve mixture of experts (MoE) models, making them more efficient, faster, and less costly. Specifically, they were able to reduce training cost by 5x, reduce MoE parameter size by up to 3.7x ...

Research @ Microsoft 2022: A look back at a year of accelerating … – Microsoft

DeepSpeed

Researchers at the Mohamed bin Zayed University developed an AI model that can create text-based conversations tied to specific objects or regions in an image.

UAE Researchers Spill the Beans on How Their AI Comprehends Images in Detail

How ByteDance might be blending real and synthetic users into a three-layer prototyping powerhouse designed to catalyze their next AI innovations. 

Is ByteDance’s Lumi an AI Experiment Disguised as an AI Creator Community?

This paper surveys the evolution of generative AI, highlighting innovations in MoE, multimodality, and AGI while addressing ethical and research challenges.

Surveying the Evolution and Future Trajectory of Generative AI - Innovative Horizon of MOE

This paper introduces a novel method for generating high-quality text embeddings using synthetic data, achieving state-of-the-art results with minimal training 

Improving Text Embeddings with
Large Language Models: Model Fine-tuning and Evaluation

In this study, researchers from Microsoft introduce phi-1, a new large language model for code, with significantly smaller size than competing models.

Textbooks are All You Need: Model Architecture and Training

Here is a list of vendors and tools needed to build the modern data lake, with each entry a capability needed to support generative AI.

An Architect’s Guide to the Top 10 Tools Needed to Build the Modern Data Lake

Efficiently run large language models on devices with limited DRAM by optimizing flash memory use, reducing data transfer, and enhancing throughput.

Large Language Models on Memory-Constrained Devices Using Flash Memory: Conclusion & Discussion

In this study, researchers aim to produce a smaller language model that is aligned to user intent.

Zephyr: Direct Distillation of LM Alignment: Experimental Details

®DeepSpeed is the propeller that sets new efficiency standards and redefines the concept of speed. Yet the respect of ®DeepSpeed for the sea is something new that goes beyond everything you already know. This will make you aware that water is the only footprint you will leave behind you.

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