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Contents

Hugging Face
AI Model·2026
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Nex-N2-Pro

nex-agi

Agentic LLM for long-horizon, environment-driven workflows: decomposes goals, generates and executes code/tool calls, evaluates outputs, and iterates. The Pro variant emphasizes coding and terminal execution and is published for use with sglang and multi-node H100 deployment.

#transformers#llm#ai-agent#ai-coding#huggingface+5
Hugging Face
AI Dataset·2026
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SynthTraces

julien-c

Generates synthetic coding-agent session traces by pairing remotely hosted open agent models with local llama.cpp user models across real open-source codebases. Each trace records read/write/edit/bash actions and tool use; the dataset is a reproducible cartesian product (20×3×20×20 = 24,000 sessions) under an MIT license.

#code#github#ai-coding#ai-agent#agent-skills+3
Computer Vision Papers·2026
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VideoKR: Towards Knowledge- and Reasoning-Intensive Video Understanding

Lin Fu, Zheyuan Yang +4

Large-scale training corpus for knowledge- and reasoning-intensive video understanding: 315K video reasoning examples over 145K CC-licensed expert-domain videos, with human-in-the-loop chain-of-thought rationales to strengthen post-training for video reasoning. ([arxiv.org](https://arxiv.org/abs/2606.05259))

#video#vision#paper#multimodal#ai-train
Hugging Face
AI Dataset·2026
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Neko_Audio-80K_Short

liumindmind

Around 80K short audio clips paired with transcripts in JSON, organized for easy loading with the Hugging Face datasets ecosystem—designed for short-form speech tasks (ASR, TTS, fine-tuning) and quick prototyping with common Python data tools.

#audio#speech#ASR#tts#huggingface+3
AI Agent Papers·2026
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Memory is Reconstructed, Not Retrieved: Graph Memory for LLM Agents

Shuo Ji, Yibo Li +1

Represents episodic memory as a Cue–Tag–Content graph and integrates LLM reasoning into active retrieval so agents iteratively reconstruct and prune evidence paths for long-horizon questions. Reports up to 23% gains on LoCoMo / LongMemEval while reducing token and runtime costs.

#llm#ai-agent#RAG#evaluation#github+2
Large Language Model Papers·2026
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Code2LoRA: Hypernetwork-Generated Adapters for Code Language Models under Software Evolution

Liliana Hotsko, Yinxi Li +2

Generates repository-specific LoRA adapters via a hypernetwork to inject repo-level knowledge into code LMs with zero inference-time token overhead. Provides a Static snapshot mode and an Evo mode that updates adapters per commit; evaluated on the 604-repo RepoPeftBench.

#code#paper#llm#ai-coding#huggingface+2
Large Language Model Papers·2026
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SoCRATES: Towards Reliable Automated Evaluation of Proactive LLM Mediation across Domains and Socio-cognitive Variations

Taewon Yun, Hyeonseong Park +4

Benchmark for evaluating proactive LLM mediators in realistic, multi-domain conflict scenarios by constructing cases from real disputes, probing five socio-cognitive adaptation axes, and using a topic-localized evaluator that achieves 0.82 alignment with human experts.

#paper#LLM#NLP#ai-agent#agent-skills+1
Hugging Face
AI Model·2026
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NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16

NVIDIA Corporation

Open-weight frontier LLM for agentic reasoning and long-context analysis (up to 1M tokens). Uses a LatentMoE + Mamba-2 hybrid with Multi-Token Prediction and NVFP4 efficiency (550B total / 55B active). Suited for multilingual agents, RAG, and heavy tool-use workloads.

#nvidia#pytorch#transformers#LLM#multilingual+9
Hugging Face
AI Audio·2026
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Higgs Audio v3 TTS

Boson AI

Converts text into expressive conversational speech across 100+ languages with zero-shot voice cloning and inline control tokens for emotion, style, prosody, pauses, and sound effects. Released under a research/non-commercial license; commercial use requires separate licensing.

#huggingface#audio#speech#multilingual#transformers+2
Hugging Face
AI Model·2026
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NVIDIA-Nemotron-3-Ultra-550B-A55B-NVFP4

NVIDIA

Multilingual frontier LLM optimized for long-context reasoning and agentic workflows, combining a LatentMoE (Mamba-2 + MoE) hybrid architecture with Multi-Token Prediction and NVFP4 quantization; targeted for NVIDIA GPU deployments and governed by the OpenMDW-1.1 license.

#nvidia#pytorch#transformers#LLM#multilingual+8
Hugging Face
AI Dataset·2026
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Nemotron-Personas-Vietnam

NVIDIA Corporation, FPT Smart Cloud +1

Provides 600,000 synthetic Vietnamese persona texts (100,000 records, 6 personas per record) aligned to Vietnam's 2024 census and surveys for training and evaluating NLP / text-generation models; includes 21 demographic and persona fields, CC BY 4.0, single train split.

#huggingface#nvidia#nlp#multilingual#llm+1
AI Agent Papers·2026
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SubtleMemory: A Benchmark for Fine-Grained Relational Memory Discrimination in Long-Horizon AI Agents

Wenxuan Wang, Haoyu Sun +5

Benchmark that measures an agent's ability to discriminate fine-grained relational structure in long-term memories. It embeds relation-controlled memory variants into realistic user–agent histories and tests downstream recovery and reasoning, highlighting where current memory systems fail.

#paper#ai-agent#agent-skills#NLP
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