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mariagrandury  authored a paper 9 days ago
Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation
mariagrandury  authored a paper 9 days ago
It's the same but not the same: Do LLMs distinguish Spanish varieties?
agrimaseth  authored a paper 28 days ago
KAHANI: Culturally-Nuanced Visual Storytelling Pipeline for Non-Western Cultures
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WomenonHuggingFace's activity

AdinaY 
posted an update about 10 hours ago
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102
SynLogic 🧠 logical reasoning model & dataset by MiniMax.

MiniMaxAI/synlogic-6836c3246fca0277657ff032

✨ 3 models: 7B/32B/ Mix-3-32B (MIT license)
✨ Dataset: 35 verifiable logic tasks (Sudoku, Cipher, Arrow Maze etc.)
✨ RL training with auto-verifiable rewards
✨ Generalizes to math without explicit math training
✨ +6 pts on BBEH, +9.5 on KOR-Bench vs baselines
AdinaY 
posted an update about 13 hours ago
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462
Video-XL-2 🔥 long video understanding model by BAAI & Shanghai Jiaotong University

BAAI/Video-XL-2

✨ Apache 2.0
✨ Handles up to 10,000+ frames on a single GPU
✨ 2048-frame encoding in just 12s
✨ Efficient Chunk-based Prefilling & Bi-granularity KV decoding
AdinaY 
posted an update 1 day ago
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1520
May highlights from China’s open source ecosystem 🔥

zh-ai-community/may-2025-open-works-from-the-chinese-community-681a3494145f2914dc679b7c

✨ DeepSeek dropped R1 updates
- Both R1 & 8B distralled smol model

✨ Bytedance goes big on open source:
- BAGEL, Dolphin, Seedcoder, Dream0...

✨ Multimodal is on fire!
- HuyuanCustom / HunyuanVideo-Avatar / HunyuanPortrait
- MiniMax: SynLogic / Orsta-7B
- Xiaomi: MiMo VL
- Alibaba Wan: Wan2.1-VACE
- OpenGVlab: ZeroGUI
- StepFun: ACE-Step-v1/Step1X-3D

✨ Specialized models/datasets excels
- Alibaba Qwen: World PM 72B
- BAAI:RobotBrain (MLLM for robotic)
- HiThink Research: BizFinBench (dataset)
- OpenBMB: Ultra FineWeb (dataset)
- Bilibili: Index-anisora (Anime/ACG)
- Skywork:Matrix-Game (game)

More awesome releases: Alibaba QwenLong-L1-32B, SkyWork OR1, OpenS2V-5M etc...
AdinaY 
posted an update 5 days ago
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472
MiMo-VL 🔥 smol & mighty vision language model by Xiaomi

XiaomiMiMo/mimo-vl-68382ccacc7c2875500cd212

✨ 7B with RL & SFT
✨ Native resolution ViT for fine grained perception
✨ MORL = smarter alignment across perception, grounding & reasoning
AdinaY 
posted an update 6 days ago
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2608
🔥 New benchmark & dataset for Subject-to-Video generation

OPENS2V-NEXUS by Pekin University

✨ Fine-grained evaluation for subject consistency
BestWishYsh/OpenS2V-Eval
✨ 5M-scale dataset:
BestWishYsh/OpenS2V-5M
✨ New metrics – automatic scores for identity, realism, and text match
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AdinaY 
posted an update 7 days ago
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2218
HunyuanVideo-Avatar 🔥 another image to video model byTencent Hunyuan

tencent/HunyuanVideo-Avatar

✨Emotion-controlled, high-dynamic avatar videos
✨Multi-character support with separate audio control
✨Works with any style: cartoon, 3D, real face, while keeping identity consistent
AdinaY 
posted an update 7 days ago
AdinaY 
posted an update 8 days ago
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2804
Orsta 🔥 vision language models trained with V-Triune, a unified reinforcement learning system by MiniMax AI

One-RL-to-See-Them-All/one-rl-to-see-them-all-6833d27abce23898b2f9815a

✨ 7B & 32B with MIT license
✨ Masters 8 visual tasks: math, science QA, charts, puzzles, object detection, grounding, OCR, and counting
✨ Uses Dynamic IoU rewards for better visual understanding
✨Strong performance in visual reasoning and perception
AdinaY 
posted an update 8 days ago
mariagrandury 
authored 2 papers 9 days ago
AdinaY 
posted an update 14 days ago
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2765
ByteDance is absolutely cooking lately🔥

BAGEL 🥯 7B active parameter open multimodal foundation model by Bytedance Seed team.

ByteDance-Seed/BAGEL-7B-MoT

✨ Apache 2.0
✨ Outperforms top VLMs (Qwen2.5-VL & InternVL-2.5)
✨ Mixture-of-Transformer-Experts + dual encoders
✨ Trained on trillions of interleaved tokens
AdinaY 
posted an update 15 days ago
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2396
Dolphin 🔥 A multimodal document image parsing model from ByteDance
, built on an analyze-then-parse paradigm.

ByteDance/Dolphin

✨ MIT licensed
✨ Handles text, tables, figures & formulas via:
- Reading-order layout analysis
- Parallel parsing with smart prompts
AdinaY 
posted an update 15 days ago
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571
Index-AniSora 🎬 an open anime video model released by Bilibili

👉https://huggingface.co/IndexTeam/Index-anisora

✨ Apache2.0
✨ Supports many 2D styles: anime, manga, VTubers, and more
✨ Fine control over characters and actions with smart masking
clefourrier 
posted an update 16 days ago
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564
Always surprised that so few people actually read the FineTasks blog, on
✨how to select training evals with the highest signal✨

If you're serious about training models without wasting compute on shitty runs, you absolutely should read it!!

An high signal eval actually tells you precisely, during training, how wel & what your model is learning, allowing you to discard the bad runs/bad samplings/...!

The blog covers in depth prompt choice, metrics, dataset, across languages/capabilities, and my fave section is "which properties should evals have"👌
(to know on your use case how to select the best evals for you)

Blog: HuggingFaceFW/blogpost-fine-tasks
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AdinaY 
posted an update 16 days ago
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1839
Data quality is the new frontier for LLM performance.

Ultra-FineWeb 📊 a high-quality bilingual dataset released by OpenBMB

openbmb/Ultra-FineWeb

✨ MIT License
✨ 1T English + 120B Chinese tokens
✨ Efficient model-driven filtering
  • 2 replies
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AdinaY 
posted an update 18 days ago
loubnabnl 
posted an update 18 days ago
AdinaY 
posted an update 20 days ago
AdinaY 
posted an update 21 days ago