Sundial: A New Era for Time Series Foundation Models with Generative AI
TheStaff Time series forecasting presents a fundamental challenge due to its intrinsic non-determinism, making it difficult...
TheStaff
Meta AI Introduces ParetoQ: A Unified Machine Learning Framework for Sub-4-Bit Quantization in Large Language Models
As deep learning models continue to grow, the quantization of machine learning models becomes essential,...
ChunkKV: Optimizing KV Cache Compression for Efficient Long-Context Inference in LLMs
Efficient long-context inference with LLMs requires managing substantial GPU memory due to the high storage...
This AI Paper Introduces MAETok: A Masked Autoencoder-Based Tokenizer for Efficient Diffusion Models
Diffusion models generate images by progressively refining noise into structured representations. However, the computational cost...
Kyutai Releases Hibiki: A 2.7B Real-Time Speech-to-Speech and Speech-to-Text Translation with Near-Human Quality and Voice Transfer
Real-time speech translation presents a complex challenge, requiring seamless integration of speech recognition, machine translation,...
Understanding RAG Part IV: RAGAs & Other Evaluation Frameworks
Be sure to check out the previous articles in this series: •
Beyond Imitation
The first AI image generation model I got to play around with was Midjourney v2...
Software Architecture in an AI World
Like almost any question about AI, “How does AI impact software architecture?” has two sides...
Think Better
Over the years, many of us have become accustomed to letting computers do our thinking...
The AI Blues
A recent article in Computerworld argued that the output from generative AI systems, like GPT...