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Text-to-LoRA: Instantly Customize LLMs with Plain English—No Training or Datasets Required

Text-to-LoRA: Instantly Customize LLMs with Plain English—No Training or Datasets Required 889

Large language models (LLMs) are powerful, but adapting them to specific tasks often demands significant effort: collecting labeled data, tuning…

01/09/2026Low-rank Adaptation, Parameter-Efficient Fine-Tuning, Zero-shot Task Adaptation
MemoryOS: Give Your AI Agent Long-Term Memory and Personalized Context with an OS-Inspired Architecture

MemoryOS: Give Your AI Agent Long-Term Memory and Personalized Context with an OS-Inspired Architecture 767

Most AI agents powered by Large Language Models (LLMs) struggle with a fundamental limitation: their fixed context windows. Once a…

01/09/2026Contextual Conversation Management, Long-term Memory For LLMs, Personalized AI Agents
DeepEyes: Enable Vision-Language Models to “Think with Images” and Solve Complex Visual Reasoning Tasks

DeepEyes: Enable Vision-Language Models to “Think with Images” and Solve Complex Visual Reasoning Tasks 858

Most modern Vision-Language Models (VLMs) treat images as static inputs—processed once, then reasoned about using purely text-based logic. But humans…

01/09/2026Multimodal Reinforcement Learning, vision-language modeling, Visual Reasoning
OpenGait: High-Accuracy, Open-Source Gait Recognition That Filters Out Clothing, Backgrounds, and Noise

OpenGait: High-Accuracy, Open-Source Gait Recognition That Filters Out Clothing, Backgrounds, and Noise 918

If you’re evaluating biometric identification systems that work at a distance—without requiring cooperation, contact, or even clear facial visibility—gait recognition…

01/09/2026Biometric Identification, Gait Recognition, Video Denoising
LLMC+: Plug-and-Play Compression for Vision-Language and Large Language Models Without Retraining

LLMC+: Plug-and-Play Compression for Vision-Language and Large Language Models Without Retraining 577

Deploying large vision-language models (VLMs) and large language models (LLMs) in real-world applications is often bottlenecked by their massive size,…

01/09/2026Efficient Inference, Model Compression, vision-language modeling
app.build: Generate Production-Ready, Validated Full-Stack Apps from a Single Prompt

app.build: Generate Production-Ready, Validated Full-Stack Apps from a Single Prompt 606

Imagine turning a simple idea—like “a task manager with user authentication, real-time updates, and a clean UI”—into a fully working,…

01/09/2026Agentic Software Development, AI-powered Application Generation, Automated Full-stack Code Generation
VerlTool: A Unified Framework for Scalable, Multi-Turn Tool-Using Agents with Reinforcement Learning

VerlTool: A Unified Framework for Scalable, Multi-Turn Tool-Using Agents with Reinforcement Learning 561

Building intelligent agents that can reason, interact with external tools, and learn from experience is a cornerstone of next-generation AI…

01/09/2026Multi-modal Tool Integration, Multi-turn Agentic Reasoning, Tool-augmented Reinforcement Learning
GLM-130B: A Truly Open, Bilingual 130B-Language Model That Runs on Consumer GPUs

GLM-130B: A Truly Open, Bilingual 130B-Language Model That Runs on Consumer GPUs 7680

If you’re evaluating large language models (LLMs) for real-world deployment—especially in multilingual settings—you’ve likely hit a wall: most top-performing models…

01/05/2026Bilingual Language Modeling, Text Generation, Zero-shot Inference
SmoothQuant: Accurate 8-Bit LLM Inference Without Retraining – Slash Memory and Boost Speed

SmoothQuant: Accurate 8-Bit LLM Inference Without Retraining – Slash Memory and Boost Speed 1576

Deploying large language models (LLMs) in production is expensive—not just in dollars, but in compute and memory. While models like…

01/05/2026Efficient LLM Deployment, Large Language Model Inference, Post-training Quantization
Magika: AI-Powered File Type Detection with 99% Accuracy and Millisecond Speed

Magika: AI-Powered File Type Detection with 99% Accuracy and Millisecond Speed 9991

Identifying what kind of data is inside a file seems simple—until you’re dealing with corrupted headers, obfuscated malware, or ambiguous…

01/05/2026AI-powered Security, Content-type Detection, File Classification

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