Instructions to use Synthyra/ESMplusplus_small with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Synthyra/ESMplusplus_small with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("fill-mask", model="Synthyra/ESMplusplus_small", trust_remote_code=True)# Load model directly from transformers import AutoModelForMaskedLM model = AutoModelForMaskedLM.from_pretrained("Synthyra/ESMplusplus_small", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "architectures": [ | |
| "ESMplusplusForMaskedLM" | |
| ], | |
| "attn_backend": "sdpa", | |
| "auto_map": { | |
| "AutoConfig": "modeling_fastplms.ESMplusplusConfig", | |
| "AutoModel": "modeling_fastplms.ESMplusplusModel", | |
| "AutoModelForMaskedLM": "modeling_fastplms.ESMplusplusForMaskedLM" | |
| }, | |
| "dropout": 0.0, | |
| "fastplms_checkpoint_hash": "9e2f14310355c06bd0f41ed30360017e09c533a4f489a7e93044d6d52c9c4f8b", | |
| "fastplms_checkpoint_repo_id": "Synthyra/ESMplusplus_small", | |
| "fastplms_checkpoint_revision": "46c5f7d562e47d4c14165b424c71ab7db008e6fb", | |
| "fastplms_model_id": "esmc_small", | |
| "fastplms_release_tool_revision": "e6dd397a9ad368c998d714f6bd64d40b533d1ed1", | |
| "fastplms_release_tool_sha256": "6d335c05aa49a232086a816deb25d248d1490529e5783acc3355b9bc6f03e0c2", | |
| "fastplms_runtime_bundle_sha256": "d73f544a7623d12eff2ba407e2d7e86417b7d731e36a2931515930eae7d7e8e5", | |
| "fastplms_runtime_revision": "e6dd397a9ad368c998d714f6bd64d40b533d1ed1", | |
| "fastplms_source_tree_sha256": "bed9c7b1e1b0500dcd370e92e1f83b47494f9167d37b16e248f9d17e0135f822", | |
| "fastplms_weights_revision": "46c5f7d562e47d4c14165b424c71ab7db008e6fb", | |
| "hidden_size": 960, | |
| "initializer_range": 0.02, | |
| "model_type": "ESMplusplus", | |
| "num_attention_heads": 15, | |
| "num_hidden_layers": 30, | |
| "tie_word_embeddings": false, | |
| "transformers_version": "4.57.6", | |
| "vocab_size": 64 | |
| } | |