Luma AI dropped their ๐ข๐ฝ๐ฒ๐ป๐๐ ๐ฆ๐ผ๐ฟ๐ฎ ๐ฐ๐ผ๐บ๐ฝ๐ฒ๐๐ถ๐๐ผ๐ฟ text-to-video model 'DREAM MACHINE' and it's insane...
Luma AI Launches Dream Machine, a Publicly Accessible Advanced Video Generator
โข Luma AI released Dream Machine, a video generator offering public access unlike OpenAI's Sora and Kuaishou's Kling
โข Dream Machine claims to produce 120 frames in 120 seconds and emphasizes high-quality, realistic video creation from textual or visual inputs
โข Despite its innovative approach, Dream Device has limitations like inability in accurate morphing and movement, impacting the realism of certain videos.
The best part? They are actually letting people use it!! Click here
Databricks Launches AI/BI for Enhanced Business Intelligence Capabilities
โข Databricks AI/BI launches with Dashboards and Genie, aiming to expand business analytics access across all levels of an organization
โข The AI/BI system integrates with Databricks SQL and Photon engine, promising high performance across diverse data volumes without data extraction
โข Genie, part of Databricks' new offering, is now in public preview, enabling conversational data insights through advanced AI learning capabilities.
New Study Shows MatMul-Free Models Achieving Superior Efficiency in Large Language Processing
โข A new study demonstrates that large language models (LLMs) can operate without matrix multiplication, maintaining high performance at billion-parameter scales
โข MatMul-free models significantly reduce memory usage, achieving up to 61% savings in training and over 10x during inference
โข Implementation on both optimized GPUs and custom FPGA hardware shows potential for energy-efficient processing of next-generation lightweight LLMs.
Survey Highlights Unique Privacy and Security Risks in Large Language Models
โข Large Language Models (LLMs) face unique privacy and security risks identified in a new taxonomy across their life cycle, including pre-training and deployment phases
โข Distinct scenarios such as federated learning and machine unlearning demonstrate particular vulnerabilities and potential countermeasures specific to LLMs
โข Advanced research focusing on attack methods and defenses across different scenarios provides unparalleled insights into enhancing LLMs' privacy and security capabilities.
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