scGPT repository, andscGPT paper scBERT repository, andscBERT paper Geneformer repository, andGeneformer paper Datasets & Preprocessing Datasets (MS and Zheng68K) and their sampling variations (undersampled, oversampled, and imputed) can be found inside thedatadirectory. You can also find the pr...
Hello, it is mentioned in the paper that scGPT can utilize multi-omics data. May I ask if it is possible to use scATAC data for pre-training? Or how can such related data be used for fine-tuning downstream tasks?Sign up for free to join this conversation on GitHub. Already have an ...
Generative pretrained models have achieved remarkable success in various domains such as language and computer vision. Specifically, the combination of large-scale diverse datasets and pretrained transformers has emerged as a promising approach for developing foundation models. Drawing parallels between languag...
General large language models (LLMs) such as ChatGPT have shown remarkable success, but it has also raised concerns among people about the misuse of AI-generated texts. Therefore, an important question is how to detect whether the texts are generated by ChatGPT or by humans. Existing detectors...
ArXiv paper: https://arxiv.org/abs/2002.12328 This repository is based on hugginface transformer package and OpenAI GPT-2, containing model training code and pretrained medium model checkpoint. Some evaluation scripts are adapted from RNNLG. The results indicate that with minimal training examples,...
You may also reference Section 3.1 of our arXiv paper to build a multi-Edge-TPU machine (a lot cheaper) or purchase ASUS's 8x Edge TPU PCIe card https://iot.asus.com/products/AI-accelerator/AI-Accelerator-PCIe-Card/ Install GPTPU library (Our contribution) Compile all benchmarks $ make...
You may also reference Section 3.1 of our arXiv paper to build a multi-Edge-TPU machine (a lot cheaper) or purchase ASUS's 8x Edge TPU PCIe card https://iot.asus.com/products/AI-accelerator/AI-Accelerator-PCIe-Card/ Install GPTPU library (Our contribution) Compile all benchmarks $ make...