🧠 Open Humnoid Actuated Face Dataset

  Dataset Summary

The Open Humnoid Actuated Face Dataset has been created to support researchers and developers working on face-head actuated simulations for robotics, reinforcement learning, and human-computer interaction.The data was collected during a reinforcement learning (RL) training process where the agent’s goal was to replicate human facial expressions using a humanoid head model. The dataset pairs actuator angle positions… See the full description on the dataset page: https://huggingface.co/datasets/iamirulofficial/Test2.

🤖 Open Humanoid Actuated Face Dataset

  Dataset Summary

The Open Humanoid Actuated Face Dataset is designed for researchers working onfacial‑actuation control, robotics, reinforcement learning, and human–computer interaction.

Origin – collected during a reinforcement‑learning (RL) training loop whose objective was to reproduce human facial expressions. Platform – a modified i2Head InMoov humanoid head with a silicone skin. Control – 16 actuators driving facial… See the full description on the dataset page: https://huggingface.co/datasets/infosys/OpenHumnoidActuatedFaceData.

Data for the COM states and trajectories, as well as muscle activations, presented in the figures. (ZIP)

Introduce

This dataset is used for the human preference training stage. The data is sampled from the SFT dataset, and the sampled data is then inferred using a trained SFT model and GPT-4. GPT-4 is subsequently used to score the two responses to determine the positive and negative examples.

  Cite

If you find our work helpful, feel free to give us a cite. @misc{zhao2024aquliamed, title={Aqulia-Med LLM: Pioneering Full-Process Open-Source Medical Language Models}… See the full description on the dataset page: https://huggingface.co/datasets/BAAI/AquilaMed-RL.

OpenSeek-Reasoning-Data

OpenSeek [Github|Blog] Recent reseach has demonstrated that the reasoning ability of LLMs originates from the pre-training stage, activated by RL training. Massive raw corpus containing complex human reasoning process, but lack of generalized and effective synthesis method to extract these reasoning process.

  News

🔥🔥🔥[2025/02/25] We publish some math, code, and general knowledge domain reasoning data synthesized from the current pipeline.… See the full description on the dataset page: https://huggingface.co/datasets/BAAI/OpenSeek-Synthetic-Reasoning-Data-Examples.

Github: https://github.com/TheEighthDay/SeekWorld !!!! Images are in Google Driver: SeekWorld. Key features:

Globally diverse images Human-curated visual-location pairs Three levels of task difficulty Designed for rule-based RL training

Split Images Source

Train-No-Process 8541 Google Maps Panoramas & User Uploads

Train-Clue-Tracking 50(with ongoing expansion) Collection of visual clue-tracking reasoning process from o3

Test-World 320 Same as train

Test-China 373 Xiaohongshu… See the full description on the dataset page: https://huggingface.co/datasets/TheEighthDay/SeekWorld.