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Contents

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 Dataset·2026
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Yootta/World-SimReady-Home

Yootta, Shangpin Zhaipai (尚品宅配)

Simulation-ready home dataset for embodied AI: CAD-based household scenes with configured physical properties and metadata, plus 1,000 robot trajectory episodes (RGB-D, HDF5/USDZ) for simulation training and evaluation under CC BY-NC-SA 4.0.

#robotics#embodied-ai#video#image#depth+4
AI Agent Papers·2026
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The Last AI Built by Humans: Toward Genuine Recursive Self-Improvement

Yi Duan, Ying Liu +33·Shanghai Jiao Tong University, Theseus Labs +5

Defines recursive self-improvement (RSI) with an evaluation metric (Headroom-Closed Index) and a five-level autonomy roadmap—from executing human-specified improvements to recursively improving improvement mechanisms—while analyzing scenarios, verification challenges, and governance risks.

#paper#llm#ai-agent#evaluation#benchmarks+3
Computer Vision Papers·2026
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SenseNova-U1.5: Towards Native Unified Visual Intelligence

Haiwen Diao, Jiahao Wang +63·OpenSenseNova

An 8B native unified multimodal model that understands, reasons about, and generates high-fidelity visual content without a separate visual encoder or VAE—focused on spatially coherent patch reconstruction, native 4K generation, multi-expert distillation, and improved text rendering and image editing.

#multimodal#vision#image#foundation-model#distillation+2
Speech Technology Papers·2026
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X-AuT: Progressive Audio-Encoder Compression for Speech LLMs with Cross-Scale Distillation

Haojun Zhang, Yi Zou +8·Affiliation: Xini Ding, Hao Li, Shuchang Zhou, Xianming Liu, Shiyu Huang‡, Affiliation: XPeng Inc.

Progressively prunes and distills audio encoders for speech LLMs to cut inference cost while preserving decoder-facing embeddings, using behavioral probes, representation alignment, cross-scale distillation and LoRA finetuning; reports reduced macro-error on Chinese–English benchmarks.

#distillation#lora#qwen#speech#audio+4
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
Speech Technology Papers·2026
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StepAudio 3 Music Technical Report

Chengli Feng, Zhiyue Wu +11·StepFun, ACE +2

Generates long-form, text-controlled music with explicit arrangement and planning. Uses a 50 Hz single-codebook tokenizer, a flow-matching diffusion Transformer to predict VAE latents, and an MoE autoregressor with ABC‑CoT planning to produce 48 kHz audio up to 5m30s.

#flow-matching#moe#audio#AIGC#rl
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 Dataset·2026
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Eidon Tracker POV

Solidic Labs Inc (Eidon AI)

Provides 1,274 hours of head-mounted egocentric video paired with seven-point IMU arm tracking (24 Hz orientation; raw accel/gyro/mag on a subset), packaged for embodied-AI and egocentric-vision research. Key features: torso-relative pose via chest reference, separate Parquet IMU repo for efficient joins, CC-BY-4.0 license; heavy class skew and limited contributor diversity are important constraints.

#embodied-ai#video#robotics#mocap#parquet+3
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
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