Instructions to use Synthyra/ESMFold2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Synthyra/ESMFold2 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="Synthyra/ESMFold2", trust_remote_code=True)# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("Synthyra/ESMFold2", trust_remote_code=True) model = AutoModel.from_pretrained("Synthyra/ESMFold2", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
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Update FastPLMs files from Synthyra/FastPLMs 32d9951 (PR 52: ESMFold2 noise cap, DPLM2 parity)
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Accept huggingface_hub's shared Xet blob store in the CCD loader (FastPLMs PR 51)
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Give this artifact's bridge its own config and model subclasses (FastPLMs#50)
Verified signatureArtifacts share one FastPLMs runtime per process. Re-exported shared classes let one artifact's model class answer for another with the same config class, for example ESMFold2-300 built as ESMFold2Model after ESMFold2-Fast loaded. Only modeling_fastplms.py changes; the runtime bundle and weights are untouched. https://github.com/Synthyra/FastPLMs/issues/50d5daac5
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Sync current FastPLMs source, model cards and dependencies
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Update FastPLMs files
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Support verified live v2 confidence heads
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Apply coding standards from 1cb5747 (files only)
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Update FastPLMs runtime and cards from 328deef (files only)
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Update FastPLMs runtime and model cards
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Update FastPLMs files
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Update FastPLMs files
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Improve generated model cards
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Update FastPLMs files
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Update FastPLMs files
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Fix ESMFold2 prepared feature forwarding
Verified signatureAdd-only FastPLMs files-only publication. Checkpoint weights and complete-artifact attestations are unchanged.8fc9feb
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Update FastPLMs runtime and model cards
Verified signatureAdd-only FastPLMs files-only publication. Checkpoint weights and complete-artifact attestations are unchanged.59abcec
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Update FastPLMs runtime files
Verified signatureAdd-only FastPLMs files-only publication. Checkpoint weights and complete-artifact attestations are unchanged.c955f44 -
Update FastPLMs runtime files
Verified signatureAdd-only FastPLMs files-only publication. Checkpoint weights and complete-artifact attestations are unchanged.4cd2ba9 -
Update FastPLMs runtime files
Verified signatureAdd-only FastPLMs files-only publication. Checkpoint weights and complete-artifact attestations are unchanged.74b8b2a
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Upload folder using huggingface_hub
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Upload test_time_training.py with huggingface_hub
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Upload modeling_esm_plusplus.py with huggingface_hub
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Upload folder using huggingface_hub
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Upload config
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Upload folder using huggingface_hub
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Upload config
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Upload model
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initial commit
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