VenusFactory: A Unified Platform for Protein Engineering Data Retrieval and Language Model Fine-Tuning
Paper • 2503.15438 • Published • 4
How to use AI4Protein/deep_bpe_1600 with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("feature-extraction", model="AI4Protein/deep_bpe_1600") # Load model directly
from transformers import AutoTokenizer, AutoModelForMaskedLM
tokenizer = AutoTokenizer.from_pretrained("AI4Protein/deep_bpe_1600")
model = AutoModelForMaskedLM.from_pretrained("AI4Protein/deep_bpe_1600")This model is a RoFormer-based protein language model used within the VenusFactory platform, as described in VenusFactory: A Unified Platform for Protein Engineering Data Retrieval and Language Model Fine-Tuning. It's designed for feature extraction tasks related to protein sequences.
For more details on VenusFactory and its capabilities, please refer to the project's GitHub repository.