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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 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 Model·2026
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microsoft/Mage-VL

Senqiao Yang, Kaichen Zhang +20·Microsoft, Microsoft Research

Delivers image and video understanding plus a built-in event‑gated streaming gate — a unified 4B multimodal foundation model that uses codec-aligned tokenization to cut visual tokens by >75% and yield up to 3.5× wall‑clock inference speedup for streaming and long‑horizon video tasks.

#multimodal#video#vision#qwen#transformers+8
Hugging Face
AI Model·2026
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Kimi K3

reteetzad·Moonshot AI

An open-weight LLM focused on deep reasoning, native agentic tool use, and repository-scale code understanding — Mixture-of-Experts architecture with an extended context window and permissive licensing.

#kimi#foundation-model#LLM#agent-skills#reasoning+2
Hugging Face
AI Model·2026
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Inkling-Small

Thinking Machines Lab

Generates text from text, image, or audio inputs using a native multimodal, Mixture-of-Experts autoregressive transformer (276B total / 12B active) with up to 1M-token context; targeted at conversational, agentic, coding and multimodal applications.

#transformers#multimodal#llm#huggingface#benchmarks+4
Hugging Face
AI Model·2026
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Kimi K3 (unsloth/Kimi-K3)

unsloth·Moonshot AI, Unsloth

Open-weight multimodal Mixture-of-Experts LLM with native vision and a 1,048,576-token context window. 2.8T parameters (104B activated), MXFP4 quantization, released for agentic long-horizon coding, knowledge work, and vision-in-the-loop workflows.

#multimodal#transformers#vision#vllm#huggingface+7
Large Language Model Papers·2026
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Kimi K3: Open Frontier Intelligence

Kimi Team, Tongtong Bai +400

Presents a 2.8T-parameter Mixture-of-Experts multimodal model with a 1-million-token context window and 104 billion activated parameters, targeting long-horizon agentic RL, coding, reasoning, and vision. Key innovations include Kimi Delta Attention, Attention Residuals, Stable LatentMoE (16 of 896 experts active per token), ~2.5× scaling efficiency over Kimi K2, and a public weight release.

#kimi#foundation-model#llm#multimodal#vision+6
Hugging Face
AI Model·2026
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unsloth/Kimi-K3-GGUF

unsloth·Moonshot AI, unsloth

GGUF-quantized build of Moonshot AI's Kimi K3 for local inference: MXFP4-aware quantization, image-text-to-text pipeline support, native vision and a 1,048,576-token context window. Intended for local GGUF runtimes (vLLM, SGLang, TokenSpeed) with Kimi K3 license constraints.

#kimi#huggingface#transformers#multimodal#llm+5
Hugging Face
AI Model·2026
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LFM2.5-Encoder-350M

Liquid AI

A 350M-parameter multilingual bidirectional masked-language encoder with an 8,192-token context window, intended for fine-tuning on classification, token-level tasks, retrieval/reranking and semantic-similarity; optimized for long-context CPU inference and on-device use.

#transformers#huggingface#nlp#multilingual#llm+4
Hugging Face
AI Model·2026
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LFM2.5-2.6B

Liquid AI

A 2.6B causal LLM post-trained for agentic workloads and long-context on-device text generation. Key features: 128K context window and vocabulary, function-calling/tool use support, agentic RL/post-training pipeline, and optimized CPU/Apple inference and multiple deployment formats; suited for agents, RAG and long-context extraction.

#llm#transformers#huggingface#agent-skills#ai-agent+8
Hugging Face
AI Audio·2026
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NVIDIA NemotronLabs VoiceChat 11B

NVIDIA

An end-to-end 11B full-duplex speech model for real-time conversational AI that jointly performs streaming speech understanding and generation, enabling ~450 ms turn-taking, barge‑in and live tool calling in a single unified architecture; research use only.

#nvidia#huggingface#voice#speech#ASR+6
Hugging Face
AI Model·2026
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K-EXAONE 2.0 (K-EXAONE-2.0-750B-A37B)

LGAI-EXAONE, LG AI Research

Provides a 750-billion-parameter multilingual Mixture-of-Experts (MoE) foundation language model optimized for long-context understanding, agentic workflows, and instruction following. Key features include a 262,144-token context window, speculative decoding (MTP/DSpark), 37B active parameters, 10-language support, and an Apache-2.0 license.

#foundation-model#llm#transformers#multilingual#huggingface+7
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