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Hugging Face
AI Model·2026
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Edge0-35b-a3b Preview

Edge0

Runs a 35B-class sparse MoE LLM with SSD-streamed experts, 4-bit quantization, prerouter routing prediction and Recover-LoRA adapters to enable ~2.9–3 GiB active memory and interactive decoding (~15 tok/s) for on-device inference.

#moe#qwen#lora#safetensors#huggingface+5
Hugging Face
AI Model·2026
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Swift-Qwen3.8-27B

UkisAI, NVIDIA Innovation Lab

A reasoning‑efficient fine-tune of Qwen3.8-27B that penalizes overthinking tokens to shorten internal reasoning traces — about 58.3% fewer thinking tokens with <1% accuracy loss and ~1.95× speedup; designed for long-context, multimodal and quantized deployments.

#swift#qwen#llm#reasoning#thinking+13
Hugging Face
AI Model·2026
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Nex-N2.5-Pro

Nex-AGI, Shanghai Innovation Institute +3

Multimodal agentic model for long-horizon computer and browser tasks, with visual self-correction and function-calling. The Pro variant is a 397B Mixture-of-Experts (≈17B active) model with a 262,144-token context window, Docker deployment recipes, and weights currently marked “coming soon.”

#moe#multimodal#vision#agent-skills#coding-agents+8
Hugging Face
AI Audio·2026
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YuE2-3B

Ruibin Yuan, Hanfeng Lin +56·Multimodal Art Projection (MAP), Hong Kong University of Science and Technology (HKUST)

Generates full songs from lyrics and a style prompt, producing vocals and accompaniment and exporting editable symbolic scores for melody/chord control. Uses symbolic planning with agentic multi-turn editing and runs local 48 kHz inference on a 24GB GPU.

#flow-matching#safetensors#pytorch#huggingface#vllm+7
Hugging Face
AI Model·2026
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DeepSeek-V4.1-Flash

DeepSeek-AI

A multimodal Mixture-of-Experts foundation model with a million-token context window; uses a causal encoder–decoder layout and aggressive KV-cache compression (~890 bytes/token) to limit per-token activation to 8B/16B—designed for long-context, agentic, and multimodal workloads.

#deepseek#multimodal#moe#fp8#fp4+9
Hugging Face
AI Model·2026
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DeepSeek-V4.1-Flash — UNCENSORED-FP8

Jordan Schenck·dealignai, deepseek-ai +1

Provides a drop-in checkpoint of DeepSeek-V4.1-Flash with weight-level abliteration that removes safety guardrails to produce uncensored outputs; preserves vision, MoE routing, 1M-token context and native FP8 quantization. Intended for advanced self-hosted deployment; requires large NVLink GPU domains and careful serving setup.

#deepseek#multimodal#moe#fp8#transformers+7
Hugging Face
AI Model·2026
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humanizer

jialinyyzz·sgaofen (GitHub), Google +1

Rewrites AI-generated English and Chinese drafts so they read like human writing while preserving every number, date, unit, name and quote. Runs locally with multiple GGUF quantized builds and a strict byte-for-byte prompt format for consistent rewrites.

#gguf#safetensors#gemma#llama.cpp#vllm+5
Hugging Face
AI Model·2026
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Agnes-3.0-Flash Preview

Agnes AI (Sapiens AI)

Open-weights preview checkpoint for a multimodal reasoning model that generates text from text and image/video inputs, exposes adjustable reasoning effort and tool-calling, and supports an extended 262,144-token context for long-horizon tasks and agent-style workflows.

#multimodal#reasoning#long-horizon#transformers#huggingface+10
Hugging Face
AI Model·2026
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Swift-Qwen3.8-27B GGUF

UkisAI, Hugging Face

F16 GGUF release packaged for llama.cpp and similar runtimes that applies UkisAI's Swift adapter to Qwen3.8-27B. Cuts reasoning/thinking tokens by ~58% with <1% performance loss, includes multimodal projector, MTP layers, multiple GGUF quant tiers, and is distributed under the Swift Open License v1.0.

#gguf#llama.cpp#qwen#swift#multimodal+7
Hugging Face
AI Model·2026
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Atria Dawn Preview

Shanghai Artificial Intelligence Laboratory, internlm

Preview agentic language model for research and engineering workflows that turns research questions into executable, verifiable workflows via tool use and long-context reasoning; built on a 744B-parameter MoE (GLM-5.2) with MIT-licensed BF16 and FP8 checkpoints.

#moe#llm#foundation-model#safetensors#fp8+8
Hugging Face
AI Model·2026
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AliceAI-Foundation-80B-A3B-Base

Yandex

A pretrained autoregressive foundation LLM from Yandex that uses a hybrid MoE design (80B params, 3B active) and supports up to 262,144-token context. Notably strong on Russian factual knowledge, math and coding benchmarks; intended for research and fine-tuning rather than out-of-the-box production.

#moe#vllm#transformers#safetensors#foundation-model+6
Hugging Face
AI Model·2026
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EmbeddingGemma 2

Google DeepMind

Generates unified 768‑dimensional embeddings for text (including code), images, video and audio to enable cross‑modal semantic search and retrieval. Supports task instruction prefixes, Matryoshka truncation to 128/256/512/768 dims, and modular encoders for on‑device use under an Apache‑2.0 license.

#embeddings#multimodal#gemma#google#huggingface+10
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