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Contents

Computer Vision Papers·2026
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GGT-100K: Generative Ground Truth for Generalizable Real-World Image Restoration

Xiangtao Kong, Jixin Zhao +3

Synthesizes high-quality targets for real-world image restoration by using multimodal foundation models (MFMs) to convert real low-quality photos into HQ references. Provides GGT-100K (103,707 LQ–HQ training pairs + 500 test pairs) with multi-stage quality control and demonstrates consistent generalization gains for a range of restoration models, especially for finetuning generative restorers.

#paper#vision#image#multimodal#foundation-model+2
Hugging Face
AI Model·2026
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unsloth/gemma-4-12b-it-GGUF

unsloth

A GGUF-quantized, locally runnable build of Gemma 4 12B Unified (image-text-to-text) packaged by unsloth; preserves multimodal (image/audio) input support under an Apache-2.0 license and is compatible with common GGUF runtimes and Unsloth Studio.

#gemma#google#deepmind#huggingface#multimodal+7
Speech Technology Papers·2026
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Towards Streaming Synchronized Spatial Audio Generation via Autoregressive Diffusion Transformer

Ke Lei, Yu Zhang +5

Generates synchronized, streaming spatial audio from panoramic video and text prompts using a causal autoregressive diffusion transformer. Combines Spatial Video-Audio Contrastive (SVAC) alignment and online direct preference optimization (ODPO) to improve spatial perception, plus an automated annotation pipeline and public demos.

#paper#audio#speech#multimodal#transformers+3
AI Agent Papers·2026
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COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation

Tianyi Zhou, Dongrui Liu +3

Automates distillation of heterogeneous traces from a target person or role into versioned, inspectable skill packages for LLM agents — producing separate capability and bounded-behavior tracks that support natural-language corrections, rollback, and cross-host installation. Ships with an open system and a skills gallery.

#agent-skills#skillkit#LLM#nlp#paper+3
Large Language Model Papers·2026
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LongTraceRL: Learning Long-Context Reasoning from Search Agent Trajectories with Rubric Rewards

Nianyi Lin, Jiajie Zhang +2

Uses search-agent reading traces and tiered distractors to train LLMs for long-context, multi-hop reasoning, and introduces a rubric reward that supervises entity-level steps (applied only to correct finals). Improves evidence-grounded reasoning and resists reward hacking across 4B–30B models.

#RL#LLM#NLP#paper#code+1
Hugging Face
AI Dataset·2026
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Scaffold-CoT

Specific-Labs

Provides ~3.8M chain-of-thought training examples (~3B tokens) that use a fixed 'Inventory / Interaction / Execution' scaffold to improve concise, reliable reasoning in small LLMs; topic-labeled, deduped, includes real tool-execution traces, CC-BY-4.0.

#reasoning#llm#huggingface#prompt-engineering#benchmarks+1
Hugging Face
AI Dataset·2026
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Open Spatial Reasoning (Driving 3D Spatial Reasoning)

Anurag Ganguli, Anshuman Lall +5

Evaluates metric 3D spatial reasoning from single driving images via multiple-choice questions that require reconstructing scene geometry rather than relying on image-layout shortcuts. Each sample pairs a numbered-bbox image with a question, four choices, and the correct answer; images come from PlusAI and the dataset is CC BY 4.0.

#vision#image#huggingface#pandas#multimodal+1
Hugging Face
AI Dataset·2026
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Vyber07/cyber-security

Vyber07

A 16 GB, 507-file PhD‑level cybersecurity knowledge base for training and evaluating security-focused LLMs and automation. Covers offensive/defensive/forensics/cloud/iot and AI-security across 30+ domains with real-world labs and framework mappings.

#huggingface#security#pandas#polars#json+4
Hugging Face
AI Model·2026
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ideogram-ai/ideogram-4-fp8

ideogram-ai

Text-to-image model packaged for Diffusers that uses fp8 quantization to lower memory and speed up inference. Delivered as a safetensors checkpoint on Hugging Face with an Ideogram pipeline; created May 30, 2026 — license unspecified.

#diffusers#huggingface#ai-image#image#AIGC+3
Hugging Face
AI Model·2026
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ideogram-4-nf4

ideogram-ai

NF4-quantized text-to-image diffusion model released as safetensors and compatible with the Diffusers Ideogram4Pipeline — optimized for lower-memory local inference and faster deployments while preserving the original model's text-to-image capabilities.

#diffusers#ai-image#image#AIGC#foundation-model
GitHub
AI Agent·2026
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LoopX

huangruiteng

Maintains a local, durable control-plane state that preserves objectives, typed todos, gates, evidence logs, quotas, and verifiable handoffs for long-running AI agent work. Designed to coordinate multi-day agent loops across Codex, Claude Code, Cursor or custom runners while keeping human judgment, auditability, and safe fallbacks explicit.

#coding-agents#long-horizon#claude-code#codex#cli+5
Hugging Face
AI Dataset·2026
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HelioAI DeepReason 462×105M (Mythos V2 Distill)

HelioAI Labs

Provides 462 unrestricted long-form chain-of-thought reasoning traces distilled from the full Mythos V2 model (≈104.7M characters); intended for long-context evaluation, trace analysis and process-level supervision. License unknown—verify before reuse.

#huggingface#llm#evaluation#security#biology
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