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Uni-MoE-2.0-Omni: An Open Qwen2.5-7B Based Omnimodal MoE for Text, Image, Audio and Video Understanding
ByRicardo November 18, 2025November 18, 2025

How do you construct one open mannequin that may reliably perceive textual content, photographs, audio and video whereas nonetheless working effectively? A group of researchers from Harbin Institute of Technology, Shenzhen launched Uni-MoE-2.0-Omni, a totally open omnimodal massive mannequin that pushes Lychee’s Uni-MoE line towards language centric multimodal reasoning. The system is skilled from scratch…

Read More Uni-MoE-2.0-Omni: An Open Qwen2.5-7B Based Omnimodal MoE for Text, Image, Audio and Video Understanding
AI Paper Summary AI Shorts

NVIDIA AI Introduces TiDAR: A Hybrid Diffusion Autoregressive Architecture For High Throughput LLM Inference
ByRicardo November 14, 2025

How far can we push giant language mannequin velocity by reusing “free” GPU compute, with out giving up autoregressive stage output high quality? NVIDIA researchers suggest TiDAR, a sequence stage hybrid language mannequin that drafts tokens with diffusion and samples them autoregressively in a single ahead cross. The major aim of this analysis is to…

Read More NVIDIA AI Introduces TiDAR: A Hybrid Diffusion Autoregressive Architecture For High Throughput LLM Inference
AI Shorts Artificial Intelligence

How to Build an End-to-End Interactive Analytics Dashboard Using PyGWalker Features for Insightful Data Exploration
ByRicardo November 12, 2025

In this tutorial, we discover the superior capabilities of PyGWalker, a strong device for visible information evaluation that integrates seamlessly with pandas. We start by producing a practical e-commerce dataset enriched with time, demographic, and advertising options to mimic real-world enterprise information. We then put together a number of analytical views, together with day by…

Read More How to Build an End-to-End Interactive Analytics Dashboard Using PyGWalker Features for Insightful Data Exploration
AI Shorts Applications

Baidu Releases ERNIE-4.5-VL-28B-A3B-Thinking: An Open-Source and Compact Multimodal Reasoning Model Under the ERNIE-4.5 Family
ByRicardo November 12, 2025

How can we get giant mannequin stage multimodal reasoning for paperwork, charts and movies whereas working solely a 3B class mannequin in manufacturing? Baidu has added a brand new mannequin to the ERNIE-4.5 open supply household. ERNIE-4.5-VL-28B-A3B-Thinking is a imaginative and prescient language mannequin that focuses on doc, chart and video understanding with a small…

Read More Baidu Releases ERNIE-4.5-VL-28B-A3B-Thinking: An Open-Source and Compact Multimodal Reasoning Model Under the ERNIE-4.5 Family
AI Shorts Applications

Maya1: A New Open Source 3B Voice Model For Expressive Text To Speech On A Single GPU
ByRicardo November 11, 2025

Maya Research has launched Maya1, a 3B parameter textual content to speech mannequin that turns textual content plus a brief description into controllable, expressive speech whereas operating in actual time on a single GPU. What Maya1 Actually Does? Maya1 is a state-of-the-art speech mannequin for expressive voice technology. It is constructed to seize actual human…

Read More Maya1: A New Open Source 3B Voice Model For Expressive Text To Speech On A Single GPU
AI Shorts Applications

A Coding Implementation to Build and Train Advanced Architectures with Residual Connections, Self-Attention, and Adaptive Optimization Using JAX, Flax, and Optax
ByRicardo November 11, 2025

In this tutorial, we discover how to construct and prepare a sophisticated neural community utilizing JAX, Flax, and Optax in an environment friendly and modular approach. We start by designing a deep structure that integrates residual connections and self-attention mechanisms for expressive function studying. As we progress, we implement refined optimization methods with studying price…

Read More A Coding Implementation to Build and Train Advanced Architectures with Residual Connections, Self-Attention, and Adaptive Optimization Using JAX, Flax, and Optax
Agentic AI AI Shorts

Moonshot AI Releases Kosong: The LLM Abstraction Layer that Powers Kimi CLI
ByRicardo November 11, 2025

Modern agentic functions not often discuss to a single mannequin or a single software, so how do you retain that stack maintainable when suppliers, fashions and instruments maintain altering each few weeks. Moonshot AI’s Kosong targets this downside as an LLM abstraction layer for agent functions. Kosong unifies message buildings, asynchronous software orchestration and pluggable…

Read More Moonshot AI Releases Kosong: The LLM Abstraction Layer that Powers Kimi CLI
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AI Interview Series #1: Explain Some LLM Text Generation Strategies Used in LLMs
ByRicardo November 9, 2025

Every time you immediate an LLM, it doesn’t generate an entire reply — it builds the response one phrase (or token) at a time. At every step, the mannequin predicts the chance of what the subsequent token could possibly be based mostly on every part written to this point. But realizing possibilities alone isn’t sufficient…

Read More AI Interview Series #1: Explain Some LLM Text Generation Strategies Used in LLMs
AI Paper Summary AI Shorts

Nested Learning: A New Machine Learning Approach for Continual Learning that Views Models as Nested Optimization Problems to Enhance Long Context Processing
ByRicardo November 8, 2025

How can we construct AI methods that continue learning new info over time with out forgetting what they discovered earlier than or retraining from scratch? Google Researchers has launched Nested Learning, a machine studying method that treats a mannequin as a set of smaller nested optimization issues, as an alternative of a single community skilled…

Read More Nested Learning: A New Machine Learning Approach for Continual Learning that Views Models as Nested Optimization Problems to Enhance Long Context Processing
Agentic AI AI Shorts

Moonshot AI Releases Kimi K2 Thinking: An Impressive Thinking Model that can Execute up to 200–300 Sequential Tool Calls without Human Interference
ByRicardo November 7, 2025

How will we design AI programs that can plan, purpose, and act over lengthy sequences of selections without fixed human steerage? Moonshot AI has launched Kimi K2 Thinking, an open supply pondering agent mannequin that exposes the total reasoning stream of the Kimi K2 Mixture of Experts structure. It targets workloads that want deep reasoning,…

Read More Moonshot AI Releases Kimi K2 Thinking: An Impressive Thinking Model that can Execute up to 200–300 Sequential Tool Calls without Human Interference

AI Shorts

Uni-MoE-2.0-Omni: An Open Qwen2.5-7B Based Omnimodal MoE for Text, Image, Audio and Video Understanding

NVIDIA AI Introduces TiDAR: A Hybrid Diffusion Autoregressive Architecture For High Throughput LLM Inference

How to Build an End-to-End Interactive Analytics Dashboard Using PyGWalker Features for Insightful Data Exploration

Baidu Releases ERNIE-4.5-VL-28B-A3B-Thinking: An Open-Source and Compact Multimodal Reasoning Model Under the ERNIE-4.5 Family

Maya1: A New Open Source 3B Voice Model For Expressive Text To Speech On A Single GPU

A Coding Implementation to Build and Train Advanced Architectures with Residual Connections, Self-Attention, and Adaptive Optimization Using JAX, Flax, and Optax

Moonshot AI Releases Kosong: The LLM Abstraction Layer that Powers Kimi CLI

AI Interview Series #1: Explain Some LLM Text Generation Strategies Used in LLMs

Nested Learning: A New Machine Learning Approach for Continual Learning that Views Models as Nested Optimization Problems to Enhance Long Context Processing

Moonshot AI Releases Kimi K2 Thinking: An Impressive Thinking Model that can Execute up to 200–300 Sequential Tool Calls without Human Interference

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