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AmelieSchreiber
/
esm2_t6_8M_UR50D_cafa5_lora

PEFT
PyTorch
English
esm
esm2
ESM-2
protein language model
LoRA
Low Rank Adaptation
biology
CAFA-5
protein function prediction
Model card Files Files and versions
xet
Community
1

Instructions to use AmelieSchreiber/esm2_t6_8M_UR50D_cafa5_lora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • PEFT

    How to use AmelieSchreiber/esm2_t6_8M_UR50D_cafa5_lora with PEFT:

    from peft import PeftModel
    from transformers import AutoModelForSequenceClassification
    
    base_model = AutoModelForSequenceClassification.from_pretrained("AmelieSchreiber/cafa_5_protein_function_prediction")
    model = PeftModel.from_pretrained(base_model, "AmelieSchreiber/esm2_t6_8M_UR50D_cafa5_lora")
  • Notebooks
  • Google Colab
  • Kaggle
esm2_t6_8M_UR50D_cafa5_lora
43.4 MB
Ctrl+K
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  • 1 contributor
History: 12 commits
AmelieSchreiber's picture
AmelieSchreiber
Update README.md
cd89006 almost 3 years ago
  • .gitattributes
    1.52 kB
    initial commit almost 3 years ago
  • README.md
    6.65 kB
    Update README.md almost 3 years ago
  • adapter_config.json
    479 Bytes
    Upload 6 files almost 3 years ago
  • adapter_model.bin

    Detected Pickle imports (3)

    • "torch._utils._rebuild_tensor_v2",
    • "collections.OrderedDict",
    • "torch.FloatStorage"

    What is a pickle import?

    4.34 MB
    xet
    Upload 6 files almost 3 years ago
  • config.json
    120 kB
    Upload 8 files almost 3 years ago
  • pytorch_model.bin

    Detected Pickle imports (4)

    • "torch.LongStorage",
    • "torch.FloatStorage",
    • "torch._utils._rebuild_tensor_v2",
    • "collections.OrderedDict"

    What is a pickle import?

    38.9 MB
    xet
    Upload 8 files almost 3 years ago
  • special_tokens_map.json
    125 Bytes
    Upload 6 files almost 3 years ago
  • tokenizer_config.json
    108 Bytes
    Upload 6 files almost 3 years ago
  • vocab.txt
    93 Bytes
    Upload 6 files almost 3 years ago