Instructions to use Synthyra/DPLM-650M with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Synthyra/DPLM-650M with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import EsmForDPLM model = EsmForDPLM.from_pretrained("Synthyra/DPLM-650M", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
17 days ago
-
Update FastPLMs files from Synthyra/FastPLMs 32d9951 (PR 52: ESMFold2 noise cap, DPLM2 parity)
Verified signature26d3b7c
28 days ago
-
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/5007ae2c8
-
Sync current FastPLMs source, model cards and dependencies
Verified signature05585a4 -
Update FastPLMs files
Verified signaturefc4e0e2
-
Apply coding standards from 1cb5747 (files only)
Verified signaturece70567 -
Update FastPLMs runtime and cards from 328deef (files only)
Verified signature84e7a7f
-
Update FastPLMs runtime and model cards
Verified signature8c44bfc
-
Update FastPLMs files
Verified signatureba107af
-
Improve generated model cards
Verified signatureAdd-only FastPLMs files-only publication. Checkpoint weights and complete-artifact attestations are unchanged.5102748 -
Update FastPLMs files
Verified signature82ff955
-
Update FastPLMs files
Verified signature99b06e0
-
Update FastPLMs runtime and model cards
Verified signatureAdd-only FastPLMs files-only publication. Checkpoint weights and complete-artifact attestations are unchanged.5301e2b
-
Update FastPLMs runtime files
Verified signatureAdd-only FastPLMs files-only publication. Checkpoint weights and complete-artifact attestations are unchanged.7cdb933 -
Update FastPLMs runtime files
Verified signatureAdd-only FastPLMs files-only publication. Checkpoint weights and complete-artifact attestations are unchanged.d60d543 -
Update FastPLMs runtime files
Verified signatureAdd-only FastPLMs files-only publication. Checkpoint weights and complete-artifact attestations are unchanged.e3c75ad
-
Upload modeling_dplm.py with huggingface_hub
Verified signature05dc16d
-
Upload README.md with huggingface_hub
Verified signature19c4fc0 -
Upload modeling_dplm.py with huggingface_hub
Verified signature378688b
-
Upload README.md with huggingface_hub
Verified signature46c42fe -
Upload modeling_dplm.py with huggingface_hub
Verified signature3e69b36
-
Upload README.md with huggingface_hub
Verified signaturedf5975a -
Upload modeling_dplm.py with huggingface_hub
Verified signaturea49dad3
-
Upload modeling_dplm.py with huggingface_hub
Verified signature29b2457
-
Upload modeling_dplm.py with huggingface_hub
Verified signaturea3146d5
-
Upload modeling_dplm.py with huggingface_hub
Verified signaturebe90740
-
Upload modeling_dplm.py with huggingface_hub
Verified signature542c6fb
-
Upload README.md with huggingface_hub
Verified signaturef997ef3 -
Upload modeling_dplm.py with huggingface_hub
Verified signature05c11a5
-
Upload README.md with huggingface_hub
Verified signature0e2e65b -
Upload modeling_dplm.py with huggingface_hub
Verified signaturedbac9d3
-
Upload README.md with huggingface_hub
Verified signaturee24a972 -
Upload modeling_dplm.py with huggingface_hub
Verified signatureb083577 -
Upload embedding_mixin.py with huggingface_hub
Verified signature1f80343 -
Upload modeling_dplm.py with huggingface_hub
Verified signature226584e
-
Upload modeling_dplm.py with huggingface_hub
Verified signature73dcdde
-
Upload embedding_mixin.py with huggingface_hub
Verified signature5dd9eff -
Upload modeling_dplm.py with huggingface_hub
Verified signature0e38d3e -
Upload config
Verified signaturee179ee1
-
Upload README.md with huggingface_hub
Verified signaturef7425cb -
Upload README.md with huggingface_hub
Verified signature309b571 -
Upload modeling_dplm.py with huggingface_hub
Verified signature0004bb7 -
Upload README.md with huggingface_hub
Verified signature96d2935 -
Upload LICENSE with huggingface_hub
Verified signatured7f3ae5 -
Upload entrypoint_setup.py with huggingface_hub
Verified signature33ff446 -
Upload embedding_mixin.py with huggingface_hub
Verified signature248a95c -
Upload modeling_dplm.py with huggingface_hub
Verified signaturecaee480
-
Upload modeling_dplm.py with huggingface_hub
Verified signature900ac69 -
Upload modeling_dplm.py with huggingface_hub
Verified signature2f2bca8 -
Upload DPLMForMaskedLM
Verified signatureb3ee1c0 -
Upload tokenizer
Verified signature585b166