News
Top 10 KV Cache Compression Techniques for LLM Inference: Reducing Memory Overhead Across Eviction, Quantization, and Low-Rank Methods
4+ hour, 54+ min ago (444+ words) Compressing the KV cache reduces memory pressure, increases batch sizes, and directly improves throughput without retraining the base model. Over the past two years, several distinct compression strategies have emerged from research. This article breaks down the ten most important…...
Step by Step Guide to Build a Complete PII Detection and Redaction Pipeline with Open AI Privacy Filter
7+ hour, 44+ min ago (190+ words) We install all required libraries and set up the pipeline's runtime environment. We configure device selection and initialize paths for storing outputs. We also print system details to confirm that everything is ready before loading the model. We define helper…...
smol-audio: A Colab-Friendly Notebook Collection for Fine-Tuning Whisper, Parakeet, Voxtral, Granite Speech, and Audio Flamingo 3
16+ hour, 51+ min ago (288+ words) That is the gap smol-audio is designed to close. The "flat repo" design is a deliberate choice. Rather than wrapping recipes inside a framework or hiding complexity behind convenience functions, smol-audio exposes every step. You can read the training loop,…...
A Coding Implementation on Document Parsing Benchmarking with Llama Index Parse Bench Using Python, Hugging Face, and Evaluation Metrics
17+ hour, 14+ min ago (251+ words) We install all required libraries and set up our working environment for the tutorial. We initialize the dataset source and prepare a workspace to store all outputs. We also fetch and list all JSONL and PDF files from the Parse…...
Poolside AI Introduces Laguna XS. 2 and M. 1: Agentic Coding Models Reaching 68. 2% and 72. 5% on SWE-bench Verified
18+ hour, 37+ min ago (933+ words) Asif Razzaq is the CEO of Marktechpost Media Inc. . As a visionary entrepreneur and engineer, Asif is committed to harnessing the potential of Artificial Intelligence for social good. His most recent endeavor is the launch of an Artificial Intelligence Media…...
How to Build Traceable and Evaluated LLM Workflows Using Promptflow, Prompty, and Open AI
21+ hour, 36+ min ago (254+ words) We begin by installing a fallback keyring backend to avoid dependency issues in environments like Colab. We then initialize the Promptflow client and check if an Open AI connection already exists. If not, we create one using the API key…...
Open AI Releases Privacy Filter: A 1. 5 B-Parameter Open-Source PII Redaction Model with 50 M Active Parameters
1+ day, 2+ hour ago (270+ words) The architecture tells a bigger story: distill decoders, convert them bidirectional, deploy them on the edge. The intended use case is clear: dev teams that need to clean datasets, scrub logs, or pre-process user-generated content before it enters a training…...
How to Build a Lightweight Vision-Language-Action-Inspired Embodied Agent with Latent World Modeling and Model Predictive Control
1+ day, 19+ hour ago (254+ words) We initialize the environment, set deterministic seeds, and define the lightweight grid-world configuration. We implement a fully Num Py-based RGB renderer so that the agent perceives raw pixel observations without relying on external libraries. We also define the state transition…...
Build a Reinforcement Learning Powered Agent that Learns to Retrieve Relevant Long-Term Memories for Accurate LLM Question Answering
2+ day, 5+ hour ago (271+ words) We construct a synthetic long-term memory bank that simulates stored knowledge across multiple domains. We generate structured memory items and convert them into textual memories that can later be embedded for semantic retrieval. We also create query datasets from these…...
Open MOSS Releases MOSS-Audio: An Open-Source Foundation Model for Speech, Sound, Music, and Time-Aware Audio Reasoning
2+ day, 5+ hour ago (179+ words) Tthe Open MOSS team, MOSI. AI, and Shanghai Innovation Institute released MOSS-Audio: an open-source audio understanding model designed to unify all of those capabilities inside a single foundation model. In practical terms, a single MOSS-Audio model can do all of…...