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Hugging Face
AI Model·2026
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XYZ-Aquila-mini

XYZ AI Lab

An open-weight, Qwen-derived thinking model optimized for agentic deep web search and long-horizon planning. Provides Qwen-compatible reasoning and tool-call formats for English/Chinese browsing, multi-source evidence aggregation, source verification, and recovery from failed environment interactions.

#qwen#agent-skills#long-horizon#reasoning#benchmarks+6
Hugging Face
AI Dataset·2026
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XYZ-Aquila SFT

XYZAILab

Provides 7,000 bilingual multi-turn, search-oriented tool-use trajectories (5,000 English, 2,000 Chinese) for supervised fine-tuning and analysis of agentic search models. Includes serialized system/user/assistant messages, embedded Qwen3 tool schemas, and conversion scripts; not a standalone benchmark.

#web-search#agent-skills#ai-agent#multilingual#huggingface+4
Hugging Face
AI Dataset·2026
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Turkish CoT Instruct Dataset

Alican Kiraz

Provides 4,868 Turkish instruction examples with explicit chain-of-thought traces (<think>...</think>) in a messages-format JSONL for training and evaluating step-by-step reasoning of Turkish LLMs; culturally localized and Apache-2.0 licensed.

#huggingface#reasoning#nlp#LLM#json+4
Hugging Face
AI Model·2026
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Ling-3.0-flash

InclusionAI (Ant Group)

A 124B hybrid-linear Mixture-of-Experts language model optimized for instruction following, long-context reasoning and agentic workflows, activating ~5.1B parameters per token. Key features include a 256K native context (extendable to 1M), alternating KDA/MLA attention layers, and vLLM/SGLang inference support.

#llm#huggingface#vllm#reasoning#long-horizon+7
Hugging Face
AI Video·2026
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LTX-2.5

Lightricks

Generates synchronized audiovisual output from text, image, or audio prompts — a diffusion-based multimodal model with componentized weights (video/audio VAEs, multilingual text encoder, distilled transformer) and ready integration with HuggingFace pipelines and ComfyUI.

#ai-video#multimodal#foundation#diffusers#audio+2
Hugging Face
AI Model·2026
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Instella-MoE-16B-A3B-Think

Jiang Liu, Sudhanshu Ranjan +4·AMD

A sparsely activated Mixture-of-Experts (MoE) causal language model with 16B total parameters and 2.8B active parameters per token, released with end-to-end checkpoints and training recipe; trained on AMD Instinct GPUs and licensed for research use.

#llm#nlp#transformers#huggingface#ai-train+5
Hugging Face
AI Dataset·2026
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The Stack v3 (HuggingFaceCode/stack-v3-train)

Anton Lozhkov, Hugo Larcher +3·Hugging Face, BigCode

Provides a near-deduplicated, quality-filtered 15.9 TB training subset of GitHub source code grouped by repository, with inline UTF‑8 file contents and repo metadata for pre-training and analysis of code LLMs; cutoff Aug 7, 2025, ODC-By license.

#code#huggingface#github#llm#ai-train+3
Hugging Face
AI Model·2026
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KAT-Coder-V2.5-Dev

Kwaipilot, KwaiKAT Team

A text-only open-weight MOE code model (35B total, 3B active) fine-tuned with SFT+RL for agentic coding; achieves strong agentic-code benchmarks, supports 262k context and deployment via Transformers/vLLM; vision weights are not included.

#qwen#transformers#vllm#huggingface#ai-agent+6
Hugging Face
AI Dataset·2026
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PerceptionBench

Moonshot AI

Evaluates atomic visual perception of multimodal LLMs using 3,000 short visual questions that isolate ten perceptual skills. Built from an error taxonomy across 42 benchmarks, capability-balanced and accompanied by a model leaderboard.

#benchmark#vision#evaluation#image#ocr+5
Hugging Face
AI Model·2026
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Mage-Flow

Comfy-Org, Microsoft

Provides repackaged Mage-Flow model files formatted for ComfyUI, including multiple diffusion variants (bf16, int8, turbo, edit), a Qwen text encoder and a VAE — organized in a ComfyUI directory layout for drop-in use.

#huggingface#diffusers#ai-image#AIGC#microsoft+2
Hugging Face
AI Audio·2026
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VibeVoice-ASR-BitNet

Microsoft Research

Multilingual, real-time ASR for edge CPUs that uses heterogeneous quantization to reduce model size (4.62→1.58 GB) and lower inference latency. Trades some accuracy for 1.6–2.3× faster inference vs. Whisper.cpp and real-time capability on a few CPU threads, making it suitable for memory- and compute-constrained on-device transcription.

#huggingface#multilingual#ASR#stt#audio+5
Hugging Face
AI Dataset·2026
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pixelgpt-24x24-20k

unstonio·unston.io

Curated set of 20,000 native 24×24 pixel-art sprites with two-level semantic taxonomy labels for tiny text-to-image and discrete visual modeling. Rebalanced, rights-conscious subset with ≤5 colors per sprite and stratified train/val/test splits.

#huggingface#ai-image#image#pandas#polars
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