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Can a Small Language Model Predict Kernel Latency, Memory, and Model Accuracy from Code? A New Regression Language Model (RLM) Says Yes Understanding the Target Audience The target audience for this research primarily includes software engineers, data scientists, and AI researchers who are interested in performance prediction within programming environments. These professionals often face challenges…
«`html A Coding Guide to Build an Autonomous Agentic AI for Time Series Forecasting with Darts and Hugging Face In this tutorial, we build an advanced agentic AI system that autonomously handles time series forecasting using the Darts library combined with a lightweight Hugging Face model for reasoning. We design the agent to operate in…
«`html Understanding the Target Audience The target audience for the AWS Open-Sourced Model Context Protocol (MCP) Server includes software developers and data scientists focused on AI agent development. These professionals aim to streamline their development processes and improve the efficiency of their workflows. Pain Points: Complexity in deploying AI agents due to cloud-specific knowledge requirements.…
«`html Microsoft Releases ‘Microsoft Agent Framework’: An Open-Source SDK and Runtime that Simplifies the Orchestration of Multi-Agent Systems Target Audience Analysis The target audience for the Microsoft Agent Framework includes software developers, data scientists, and business managers involved in AI and multi-agent system development. Their pain points often revolve around the complexity of integrating various…
Neuphonic Open-Sources NeuTTS Air: A 748M-Parameter On-Device Speech Language Model with Instant Voice Cloning Neuphonic Open-Sources NeuTTS Air: A 748M-Parameter On-Device Speech Language Model with Instant Voice Cloning Understanding the Target Audience The target audience for NeuTTS Air includes: AI Developers: Interested in implementing advanced speech synthesis in applications. Business Managers: Seeking innovative solutions for…
Thinking Machines Launches Tinker: A Low-Level Training API that Abstracts Distributed LLM Fine-Tuning without Hiding the Knobs Understanding the Target Audience The primary audience for Tinker includes AI researchers, machine learning engineers, and data scientists who are engaged in developing and fine-tuning large language models (LLMs). These professionals often work in academic institutions, research labs,…
«`html How to Build an Advanced Voice AI Pipeline with WhisperX for Transcription, Alignment, Analysis, and Export In this tutorial, we walk through an advanced implementation of WhisperX, focusing on transcription, alignment, and word-level timestamps in detail. This process includes setting up the environment, loading and preprocessing audio files, and executing the full pipeline, from…
IBM Releases Granite 4.0 Models with Novel Hybrid Mamba-2/Transformer Architecture IBM has introduced Granite 4.0, an open-source family of large language models (LLMs) that utilizes a hybrid Mamba-2/Transformer architecture. This innovative design significantly reduces memory usage while maintaining performance quality. The models include: Granite-4.0-H-Small: 32B total, ~9B active (hybrid MoE) Granite-4.0-H-Tiny: 7B total, ~1B active…
ServiceNow AI Releases Apriel-1.5-15B-Thinker: An Open-Weights Multimodal Reasoning Model that Hits Frontier-Level Performance on a Single-GPU Budget Understanding the Target Audience The target audience for the ServiceNow AI model release includes AI researchers, data scientists, business managers, and IT decision-makers who are interested in implementing advanced AI solutions. Their pain points often revolve around the…
Liquid AI Released LFM2-Audio-1.5B: An End-to-End Audio Foundation Model with Sub-100 ms Response Latency Understanding the Target Audience for LFM2-Audio-1.5B The primary audience for Liquid AI’s LFM2-Audio-1.5B includes AI developers, data scientists, business managers in technology firms, and audio engineers. These professionals are often looking to incorporate advanced voice capabilities into applications while maintaining a…