Instructions to use paige-ai/Prism2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use paige-ai/Prism2 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="paige-ai/Prism2", trust_remote_code=True)# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("paige-ai/Prism2", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
Access Request Research
Dear Paige AI Team,
I am a researcher at the University Medical Center Hamburg-Eppendorf (UKE). I have already accepted the terms of use and submitted an access request. I am writing to kindly follow up and ask for activation of my access. I would like to use PRISM2 for research purposes.
Thank you very much.
Best regards,
Mark Sterkel
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Dear Paige AI Team,
I am a Graduate Research Assistant at UT Dallas. I work in Bioengineering depart for Dr Baowei Fei on hyperspectral imaging and computational pathology. My request for the model was rejected. My primary email is my school's email. Can i get the option to request the model again? I would like to use the model for my research publications. Thank you!
Regards,
Rudro, R
Dear Paige AI Team,
I am a RA at the Kolachalama Laboratory, Boston University. I have already accepted the terms of use and submitted an access request. I am writing to kindly follow up and ask for activation of my access. I would like to use PRISM2 for research purposes.
Thank you very much.
Best regards,
Haozhe Jia
Terms of use accepted. Please activate the access. I just want access to create a demo project and mention my findings on LinkedIn for others to be inspired and test.
Terms accepted. Please activate my access. I'm a student and just need this for study and research purposes.
Tersm accepted, please activate my access as well, would like to add results to a benchmarking paper
Dear Paige AI Team,
I am a PhD student at Wuhan University.
I have already accepted the terms of use and submitted an access request for PRISM2. I have also received an email confirming that my access request has been accepted. However, my Hugging Face account still shows that I do not have permission to download the PRISM2 model.
Could you please help me check whether my access has been properly activated or synchronized with my Hugging Face account? I would like to use PRISM2 for academic research purposes as part of my doctoral research at Wuhan University.
Thank you very much for your assistance. I would greatly appreciate your help in resolving this issue.
Best regards,
Zhang Jinglin
Dear Paige AI Team,
My name is Minh, and I am a Research Assistant at the Smart Health Center at Vin University. I am reaching out to request permission and synchronization for accessing the PRISM2 weights and repository on Hugging Face.
Our team is currently conducting academic research on benchmarking whole slide imaging (WSI) foundation models and developing methods to enhance downstream diagnostic performance. In full compliance with the PRISM2 academic research license, we plan to use the model strictly as a baseline for non-commercial validation, evaluating it against our local medical benchmarks to verify the efficacy and generalizability of our adaptation and fine-tuning methods.
I have submitted the access request and agreed to the terms of use, but my Hugging Face account does not currently reflect permission to download the model assets.
Could you please assist in checking or granting access for our Hugging Face account linked to minh.tt@vinuni.edu.vn?
Thank you very much for your time and assistance, and for sharing your team's work with the research community.
Best regards,
Minh
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+1
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Subject: PRISM2 access activation request
Hello Paige AI Team,
I am a researcher at Zhejiang Provincial People's Hospital. I submitted an access request and accepted the terms of use about seven days ago. However, my Hugging Face account still does not show permission to download the model assets.
Could you please help activate my access? I would like to use PRISM2 for research purposes.
Thank you for your assistance!
Hi, my PRISM2 access request was rejected due to the personal email associated with my account. I have now made my institutional email my primary email. Could my access request please be reconsidered? Thank you.
亲爱的Paige AI团队,
我是研究员。我已经接受了使用条款并提交了访问请求。我写信是想亲切地跟进并请求激活我的访问权限。我想用PRISM2做研究。
非常感谢。
此致敬礼,
马克·斯特克尔
Hi, Could my access request please be considered? Thank you.
Dear Paige AI Team,
I am writing to kindly follow up on my access request for PRISM2 for academic research purposes. I am a postdoctoral researcher at Sun Yat-sen University, and I have already accepted the terms of use and submitted the request form.
Could you please assist in activating my access? Please let me know if any further information is needed from my end.
Thank you for your time and support.
Best regards,
Jason Hu
Subject: PRISM2 Access Activation Request
Dear Paige AI Team,
I submitted an access request and accepted the terms of use, but my Hugging Face account still shows no permission to download PRISM2.
Could you please help activate my access? I need the model for ongoing research.
Thank you!
Dear Paige AI Team,
I am a researcher working on a research project and would like to use PRISM2 for academic research purposes. I have already submitted an access request and accepted the terms of use.
I am writing to kindly follow up on my request and ask if you could please activate my access to the model.
Thank you very much for your time and consideration.
Best regards,
Jiawei
Dear Paige AI Team,
I am a PhD student conducting academic research and would like to use PRISM2 for my research project. Specifically, I plan to use the model to extract global-level representations from whole-slide pathology images for downstream research and analysis.
I have already submitted an access request and accepted the terms of use. I am writing to kindly follow up on my request and would greatly appreciate it if you could review and activate my access to PRISM2.
The model will be used solely for academic research purposes.
Thank you very much for your time and consideration.
Best regards,
Yongli
Dear Paige AI Team,
I am a PhD student conducting academic research in computational pathology. I would like to use PRISM2 to extract representations from pathology images for downstream research and analysis.
I have submitted an access request and accepted the terms of use. I would greatly appreciate it if you could review my request and grant access to the model.
PRISM2 will be used solely for non-commercial academic research and will not be used for clinical diagnosis or patient care.
Thank you for your time and consideration.
Best regards,
qianqian
Same here, I am a researcher in fondazione bruno kessler! My request was denied actually! I have access to all the other models!
I guess we ask for access here:
Dear Paige AI team,
I have asked for the access with my university email. I am researcher and a PhD student working in Digital pathology. I want to test your model as a current state of the art model for our upcoming research work.
Thanks
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Dear Paige AI Team,
I am an Assistant Researcher at Changping Laboratory. I have submitted the access request and accepted the terms of use, yet my application remains pending.
I intend to use PRISM2 for pathological research. Could you please review and activate my access? Please let me know if any additional information is required.
Thank you for your time and support.
Best regards,
Yunshan
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Hi, I accidentally mistyped my email in the application form, but my Hugging Face primary email is already my verified institutional email (Username: @nanozyme ). Could you please grant access directly, or reset my status so I can re-apply? Thank you!
Dear Paige AI Team,
I submitted an access request for PRISM2 on August 28 and accepted the terms of use, but my Hugging Face account still shows no permission to download the model. My request appears to still be pending.
Could you please review my access request? I would be grateful if you could also let me know if any information in my application needs to be updated.
Thank you for your time.
Best regards,
Zhaogang Zhang