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AdinaY  authored a paper about 1 month ago
RoboChallenge: Large-scale Real-robot Evaluation of Embodied Policies
sasha  authored a paper 2 months ago
Estimating the Carbon Footprint of BLOOM, a 176B Parameter Language Model
sasha  authored a paper 2 months ago
Hype, Sustainability, and the Price of the Bigger-is-Better Paradigm in AI
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AdinaY 
posted an update about 1 month ago
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3207
Kimi K2 Thinking is now live on the hub 🔥

moonshotai/Kimi-K2-Thinking

✨ 1T MoE for deep reasoning & tool use
✨ Native INT4 quantization = 2× faster inference
✨ 256K context window
✨ Modified MIT license
AdinaY 
posted an update about 1 month ago
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637
Chinese open source AI in October wasn’t about bigger models, it was about real world impact 🔥

https://huggingface.co/collections/zh-ai-community/october-2025-china-open-source-highlights

✨ Vision-Language & OCR wave 🌊
- DeepSeek-OCR : 3B
- PaddleOCR-VL : 0.9B
- Qwen3-VL : 2B / 4B / 8B / 32B /30B-A3B
- Open-Bee: Bee-8B-RL
- http://Z.ai Glyph :10B

OCR is industrializing, the real game now is understanding the (long context) document, not just reading it.

✨ Text generation: scale or innovation?
- MiniMax-M2: 229B
- Antgroup Ling-1T & Ring-1T
- Moonshot Kimi-Linear : linear-attention challenger
- Kwaipilot KAT-Dev

Efficiency is the key.

✨ Any-to-Any & World-Model : one step forward to the real world
- BAAI Emu 3.5
- Antgroup Ming-flash-omni
- HunyuanWorld-Mirror: 3D

Aligning with the “world model” globally

✨ Audio & Speech + Video & Visual: released from entertainment labs to delivery platforms
- SoulX-Podcast TTS
- LongCat-Audio-Codec & LongCat-Video by Meituan delivery paltform
- xiabs DreamOmni 2

Looking forward to what's next 🚀
AdinaY 
authored a paper about 1 month ago
AdinaY 
posted an update about 1 month ago
meg 
posted an update about 1 month ago
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3732
🤖 Did you know your voice might be cloned without your consent from just *one sentence* of audio?
That's not great. So with @frimelle , we brainstormed a new idea for developers who want to curb malicious use: ✨The Voice Consent Gate.✨
Details, code, here: https://huggingface.co/blog/voice-consent-gate
  • 3 replies
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AdinaY 
posted an update about 1 month ago
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1750
Ming-flash-omni Preview 🚀 Multimodal foundation model from AntGroup

inclusionAI/Ming-flash-omni-Preview

✨ Built on Ling-Flash-2.0: 10B total/6B active
✨ Generative segmentation-as-editing
✨ SOTA contextual & dialect ASR
✨ High-fidelity image generation
AdinaY 
posted an update about 1 month ago
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1856

Glyph 🔥 a framework that scales context length by compressing text into images and processing them with vision–language models, released by Z.ai.

Paper:https://huggingface.co/papers/2510.17800
Model:https://huggingface.co/zai-org/Glyph

✨ Compresses long sequences visually to bypass token limits
✨ Reduces computational and memory costs
✨ Preserves meaning through multimodal encoding
✨ Built on GLM-4.1V-9B-Base
AdinaY 
posted an update about 2 months ago
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2646
HunyuanWorld Mirror🔥a versatile feed forward model for universal 3D world reconstruction by Tencent

tencent/HunyuanWorld-Mirror

✨ Any prior in → 3D world out
✨ Mix camera, intrinsics, depth as priors
✨ Predict point clouds, normals, Gaussians & more in one pass
✨ Unified architecture for all 3D task
AdinaY 
posted an update about 2 months ago
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680
PaddleOCR VL🔥 0.9B Multilingual VLM by Baidu

PaddlePaddle/PaddleOCR-VL

✨ Ultra-efficient NaViT + ERNIE-4.5 architecture
✨ Supports 109 languages 🤯
✨ Accurately recognizes text, tables, formulas & charts
✨ Fast inference and lightweight for deployment
AdinaY 
posted an update about 2 months ago
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1810
Bee-8B 🐝 open 8B Multimodal LLM built on high quality data, released by
TencentHunyuan

Paper: Bee: A High-Quality Corpus and Full-Stack Suite to Unlock Advanced Fully Open MLLMs (2510.13795)
Model: https://huggingface.co/collections/Open-Bee/bee-8b-68ecbf10417810d90fbd9995

✨ Trained on Honey-Data-15M, a 15M-sample SFT corpus with dual-level CoT reasoning
✨ Backed by HoneyPipe, a transparent & reproducible open data curation suite
AdinaY 
posted an update about 2 months ago
AdinaY 
posted an update about 2 months ago
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497
Ring-1T🔥 the trillion-parameter thinking model released by Ant group, the company behind Alipay

inclusionAI/Ring-1T

✨ 1T params (50B active)- MIT license
✨ 128K context (YaRN)
✨ RLVR, Icepop, and ASystem make trillion-scale RL stable
AdinaY 
posted an update about 2 months ago
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516
KAT-Dev-72B-Exp🔥 Kuaishou's ( the company behind Kring AI ) new open model for software engineering

Kwaipilot/KAT-Dev-72B-Exp

✨ 72B - Apache2.0
✨ Redesigned attention kernel & training engine for efficient context-aware RL
✨ 74.6% accuracy on SWE-Bench Verified
giadap 
posted an update about 2 months ago
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4492
🌎 AI ethics and sustainability are two sides of the same coin.

In our new blog post with Dr. Sasha Luccioni, we argue that separating them (as is too often the case) means missing the bigger picture of how AI systems impact both people and the planet.

Ethical and sustainable AI development can’t be pursued in isolation. The same choices that affect who benefits or is harmed by AI systems also determine how much energy and resources they consume.

We explore how two key concepts, evaluation and transparency, can serve as bridges between these domains:

📊 Evaluation, by moving beyond accuracy or performance metrics to include environmental and social costs, as we’ve done with tools like the AI Energy Score.

🔍 Transparency, by enabling reproducibility, accountability, and environmental reporting through open tools like the Environmental Transparency Space.

AI systems mirror our priorities. If we separate ethics from sustainability, we risk building technologies that are efficient but unjust, or fair but unsustainable.

Read our blog post here: https://huggingface.co/blog/sasha/ethics-sustainability

AIEnergyScore/Leaderboard
sasha/environmental-transparency
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AdinaY 
posted an update about 2 months ago
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4420
At the close of the National Holiday🇨🇳, Antgroup drops a new SoTA model.

Ling-1T 🔥 the trillion-parameter flagship of the Ling 2.0 series.

inclusionAI/Ling-1T

✨1T total / 50B active params per token
✨20T+ reasoning-dense tokens (Evo-CoT)
✨128K context via YaRN
✨FP8 training: 15%+ faster, same precision as BF16
✨Hybrid Syntax-Function-Aesthetics reward for front-end & visual generation
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sasha 
authored 3 papers 2 months ago
AdinaY 
posted an update 2 months ago
AdinaY 
posted an update 2 months ago
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612
New release from Ant Group 🔥

inclusionAI/ming-v2-68ddea4954413c128d706630

✨MingTok (Vision & Audio): continuous unified tokenizer, no quantization, preserves semantic & perceptual fidelity, enables faster convergence.

✨Ming-UniVision: MLLM unifying image understanding + generation, supports multi-round editing & visualized CoT.

✨Ming-UniAudio: unified speech LLM for ASR, TTS & free-form editing, integrates semantic + acoustic features for high-fidelity audio.