Qwen3-4B

Named by 3 kept items in this workspace.

2 items name it under affected products and 1 under tools.

The items that name it 3

Identify, Classify, Act: Per-Instruction Controlled Compliance for LLMs over External Data
paperas affected products2026-10-16It is written here as Qwen3-4B (backbone used in evaluation).
backbone used in evaluation
Understanding the Impact of LLM Watermarking on AI Agent Behavior
writeupas affected products2026-09-26
Model tested for watermarking effects; shows little change under either condition, over-refuses in evaluation
knowledgator/opir-multitask-large-v1.0 · Hugging Face
toolas toolsIt is written here as Qwen3-4B (fine-tuned).
Used to generate response examples for training data, fine-tuned on Aegis2

In every workspace you can read 15

AI

When Is Additional Retrieval Worthwhile? A Cost-Aware Study of Evidence Gain and Answer Reliability in RAG
paper2026-10-27
Folding Attention Biases into Keys Makes Compacted KV Caches Run on Standard Kernels
paper2026-10-27
TriageRAG: Failure-Aware Self-Training for Adapting Retrieval-Augmented Language Models to Specialized Domains
paper2026-10-24
How Specializing the Vocabulary of SLMs Can Cut Inference Cost by 77% in Real Applications
article2026-10-21
Identify, Classify, Act: Per-Instruction Controlled Compliance for LLMs over External Data
paper2026-10-16
Multi-Reward Hacking: From Aggregation-Induced Drift to Trust-Anchored Defense
paper2026-10-15
LLM Agents for Automated Post-Training via Structured Recipe Optimization
paper2026-10-13
Understanding the Impact of LLM Watermarking on AI Agent Behavior
writeup2026-09-26
Strategically Diverse Sampling for Self-Training
paper2026-09-25
Rebuilding AUTOMATIC1111 with Gradio Workflow
writeup2026-09-10
baidu-baige/LoongSage
repo2026-08-28
whitecircle/halo
repo2026-08-26

Security

Identify, Classify, Act: Per-Instruction Controlled Compliance for LLMs over External Data
paper2026-10-16It is written here as Qwen3-4B (backbone used in evaluation).
Understanding the Impact of LLM Watermarking on AI Agent Behavior
writeup2026-09-26
knowledgator/opir-multitask-large-v1.0 · Hugging Face
toolIt is written here as Qwen3-4B (fine-tuned).

All technologies in this workspace.