Upload MLflow model from run dfc1cff642694839b465c26137732e96

MLmodel

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+artifact_path: model
+databricks_runtime: '15.4'
+flavors:
+  python_function:
+    config:
+      device: null
+    data: data
+    env:
+      conda: conda.yaml
+      virtualenv: python_env.yaml
+    loader_module: mlflow.pytorch
+    pickle_module_name: mlflow.pytorch.pickle_module
+    python_version: 3.11.11
+  pytorch:
+    code: null
+    model_data: data
+    pytorch_version: 2.3.1+cu121
+mlflow_version: 2.19.0
+model_size_bytes: 438050522
+model_uuid: bfa70106a5064d9d91805b629119c71b
+run_id: 6793ce2c02ac448ab7c82009f2ee6f7f
+utc_time_created: '2025-07-26 14:02:07.351834'

conda.yaml

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+channels:
+- conda-forge
+dependencies:
+- python=3.11.11
+- pip<=23.2.1
+- pip:
+  - mlflow==2.19.0
+  - accelerate==1.9.0
+  - boto3==1.34.39
+  - cloudpickle==2.2.1
+  - configparser==5.2.0
+  - defusedxml==0.7.1
+  - dill==0.3.6
+  - flash-attn==2.5.9.post1
+  - google-cloud-storage==2.10.0
+  - ipython==8.15.0
+  - lz4==4.3.2
+  - numpy==1.23.5
+  - nvidia-ml-py==12.555.43
+  - pandas==1.5.3
+  - pyopenssl==23.2.0
+  - scikit-learn==1.3.0
+  - tf-keras==2.16.0
+  - torch==2.3.1
+  - torchvision==0.18.1
+  - transformers==4.53.3
+name: mlflow-env

data/model.pth

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+version https://git-lfs.github.com/spec/v1
+oid sha256:9ec5b8b43c8f2187b3c17c40fa88b17bfe226e0c98a3c4a126f33070840e2ead
+size 438050494

data/pickle_module_info.txt

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+mlflow.pytorch.pickle_module

metadata/MLmodel

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+artifact_path: model
+databricks_runtime: '15.4'
+flavors:
+  python_function:
+    config:
+      device: null
+    data: data
+    env:
+      conda: conda.yaml
+      virtualenv: python_env.yaml
+    loader_module: mlflow.pytorch
+    pickle_module_name: mlflow.pytorch.pickle_module
+    python_version: 3.11.11
+  pytorch:
+    code: null
+    model_data: data
+    pytorch_version: 2.3.1+cu121
+mlflow_version: 2.19.0
+model_size_bytes: 438050522
+model_uuid: bfa70106a5064d9d91805b629119c71b
+run_id: 6793ce2c02ac448ab7c82009f2ee6f7f
+utc_time_created: '2025-07-26 14:02:07.351834'

metadata/conda.yaml

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+channels:
+- conda-forge
+dependencies:
+- python=3.11.11
+- pip<=23.2.1
+- pip:
+  - mlflow==2.19.0
+  - accelerate==1.9.0
+  - boto3==1.34.39
+  - cloudpickle==2.2.1
+  - configparser==5.2.0
+  - defusedxml==0.7.1
+  - dill==0.3.6
+  - flash-attn==2.5.9.post1
+  - google-cloud-storage==2.10.0
+  - ipython==8.15.0
+  - lz4==4.3.2
+  - numpy==1.23.5
+  - nvidia-ml-py==12.555.43
+  - pandas==1.5.3
+  - pyopenssl==23.2.0
+  - scikit-learn==1.3.0
+  - tf-keras==2.16.0
+  - torch==2.3.1
+  - torchvision==0.18.1
+  - transformers==4.53.3
+name: mlflow-env

metadata/python_env.yaml

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+python: 3.11.11
+build_dependencies:
+- pip==23.2.1
+- setuptools==68.0.0
+- wheel==0.38.4
+dependencies:
+- -r requirements.txt

metadata/requirements.txt

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+mlflow==2.19.0
+accelerate==1.9.0
+boto3==1.34.39
+cloudpickle==2.2.1
+configparser==5.2.0
+defusedxml==0.7.1
+dill==0.3.6
+flash-attn==2.5.9.post1
+google-cloud-storage==2.10.0
+ipython==8.15.0
+lz4==4.3.2
+numpy==1.23.5
+nvidia-ml-py==12.555.43
+pandas==1.5.3
+pyopenssl==23.2.0
+scikit-learn==1.3.0
+tf-keras==2.16.0
+torch==2.3.1
+torchvision==0.18.1
+transformers==4.53.3

python_env.yaml

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+python: 3.11.11
+build_dependencies:
+- pip==23.2.1
+- setuptools==68.0.0
+- wheel==0.38.4
+dependencies:
+- -r requirements.txt

requirements.txt

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+mlflow==2.19.0
+accelerate==1.9.0
+boto3==1.34.39
+cloudpickle==2.2.1
+configparser==5.2.0
+defusedxml==0.7.1
+dill==0.3.6
+flash-attn==2.5.9.post1
+google-cloud-storage==2.10.0
+ipython==8.15.0
+lz4==4.3.2
+numpy==1.23.5
+nvidia-ml-py==12.555.43
+pandas==1.5.3
+pyopenssl==23.2.0
+scikit-learn==1.3.0
+tf-keras==2.16.0
+torch==2.3.1
+torchvision==0.18.1
+transformers==4.53.3