Top 10 KV Cache Compression Techniques for LLM Inference: Reducing Memory Overhead Across Eviction, Quantization, and Low-Rank Methods
Source: MarkTechPost As large language models scale to longer context windows and serve more concurrent users, the key-value...
Qwen Team Releases FlashQLA: a High-Performance Linear Attention Kernel Library That Achieves Up to 3× Speedup on NVIDIA Hopper GPUs
Source: MarkTechPost The race to make large language models faster and cheaper to run has largely been fought...
Step by Step Guide to Build a Complete PII Detection and Redaction Pipeline with OpenAI Privacy Filter
Source: MarkTechPost In this tutorial, we build a complete, production-style pipeline for detecting and redacting personally identifiable information...
The MIT-IBM Computing Research Lab launches to shape the future of AI and quantum computing
Source: MIT News – Artificial intelligence The following is a joint announcement by the MIT Schwarzman College of...
Meta FAIR Releases NeuralSet: A Python Package for Neuro-AI That Supports fMRI, M/EEG, Spikes, and HuggingFace Embeddings
Source: MarkTechPost Researchers at Meta’s FAIR lab have released NeuralSet, a Python framework designed to eliminate one of...
smol-audio: A Colab-Friendly Notebook Collection for Fine-Tuning Whisper, Parakeet, Voxtral, Granite Speech, and Audio Flamingo 3
Source: MarkTechPost Audio AI has had a breakout year. Automatic speech recognition has gotten dramatically better with models...
A Coding Implementation on Document Parsing Benchmarking with LlamaIndex ParseBench Using Python, Hugging Face, and Evaluation Metrics
Source: MarkTechPost In this tutorial, we explore how to use the ParseBench dataset to evaluate document parsing systems...
Poolside AI Introduces Laguna XS.2 and M.1: Agentic Coding Models Reaching 68.2% and 72.5% on SWE-bench Verified
Source: MarkTechPost Poolside AI released the first two models in its Laguna family: Laguna M.1 and Laguna XS.2....
Enabling privacy-preserving AI training on everyday devices
Source: MIT News – Artificial intelligence A new method developed by MIT researchers can accelerate a privacy-preserving artificial...
How to Build Traceable and Evaluated LLM Workflows Using Promptflow, Prompty, and OpenAI
Source: MarkTechPost In this tutorial, we build a complete, production-style LLM workflow using Promptflow within a Colab environment....