Caleb Ellington
commited on
Commit
•
2dd0cab
1
Parent(s):
ce86d51
Update paths
Browse files- README.md +2 -2
- config.yaml +5 -5
README.md
CHANGED
@@ -2,7 +2,7 @@
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datasets:
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- genbio-ai/rna-downstream-tasks
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base_model:
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-
- genbio-ai/
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---
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10-fold cross-validation fully fine-tuned checkpoints for mRNA expression level prediction (pc3).
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@@ -12,7 +12,7 @@ base_model:
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from huggingface_hub import snapshot_download
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from pathlib import Path
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-
model_name = "genbio-ai/
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genbio_models_path = Path.home().joinpath('genbio_models', model_name)
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genbio_models_path.mkdir(parents=True, exist_ok=True)
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snapshot_download(repo_id=model_name, local_dir=genbio_models_path)
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datasets:
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- genbio-ai/rna-downstream-tasks
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base_model:
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+
- genbio-ai/AIDO.RNA-1.6B
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---
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10-fold cross-validation fully fine-tuned checkpoints for mRNA expression level prediction (pc3).
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from huggingface_hub import snapshot_download
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from pathlib import Path
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model_name = "genbio-ai/AIDO.RNA-1.6B-mrna-expression-level-pc3"
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genbio_models_path = Path.home().joinpath('genbio_models', model_name)
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genbio_models_path.mkdir(parents=True, exist_ok=True)
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snapshot_download(repo_id=model_name, local_dir=genbio_models_path)
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config.yaml
CHANGED
@@ -36,8 +36,8 @@ trainer:
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logger:
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class_path: lightning.pytorch.loggers.WandbLogger
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init_args:
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name:
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save_dir:
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version: null
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offline: false
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dir: null
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@@ -75,7 +75,7 @@ trainer:
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log_weight_decay: false
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- class_path: lightning.pytorch.callbacks.ModelCheckpoint
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init_args:
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dirpath:
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filename: best_val:{epoch}-{val_spearman:.3f}
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monitor: val_spearman
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verbose: false
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@@ -134,12 +134,12 @@ trainer:
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plugins: null
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sync_batchnorm: false
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reload_dataloaders_every_n_epochs: 0
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-
default_root_dir:
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model:
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class_path: modelgenerator.tasks.SequenceRegression
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init_args:
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backbone:
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class_path: modelgenerator.backbones.
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init_args:
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from_scratch: false
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max_length: 1024
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logger:
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class_path: lightning.pytorch.loggers.WandbLogger
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init_args:
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name: te_muscle_AIDO.RNA-1.6B_fold0
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save_dir: logs
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version: null
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offline: false
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dir: null
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log_weight_decay: false
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- class_path: lightning.pytorch.callbacks.ModelCheckpoint
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init_args:
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dirpath: logs/rna_tasks/te_muscle_AIDO.RNA-1.6B_fold0
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filename: best_val:{epoch}-{val_spearman:.3f}
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monitor: val_spearman
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verbose: false
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plugins: null
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sync_batchnorm: false
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reload_dataloaders_every_n_epochs: 0
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+
default_root_dir: logs
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model:
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class_path: modelgenerator.tasks.SequenceRegression
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init_args:
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backbone:
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class_path: modelgenerator.backbones.aido_rna_1b600m
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init_args:
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from_scratch: false
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max_length: 1024
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