Add model
Browse files- .gitattributes +3 -0
- README.md +68 -0
- history.json +130 -0
- keras_metadata.pb +3 -0
- logs/train/events.out.tfevents.1654151650.42b53a882d70.2320.2.v2 +3 -0
- logs/validation/events.out.tfevents.1654151659.42b53a882d70.2320.3.v2 +3 -0
- model.png +3 -0
- saved_model.pb +3 -0
- variables/variables.data-00000-of-00001 +3 -0
- variables/variables.index +3 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zstandard filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zstandard filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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model.png filter=lfs diff=lfs merge=lfs -text
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variables/variables.data-00000-of-00001 filter=lfs diff=lfs merge=lfs -text
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variables/variables.index filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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library_name: keras
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tags:
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- text-generation
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---
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- optimizer: {'name': 'Adam', 'learning_rate': 0.001, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
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- training_precision: float32
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## Training Metrics
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| Epochs | Train Loss | Train Accuracy | Validation Loss | Validation Accuracy |
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|--- |--- |--- |--- |--- |
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| 1| 0.071| 0.977| 0.12| 0.957|
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| 2| 0.063| 0.98| 0.102| 0.963|
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| 3| 0.061| 0.98| 0.094| 0.967|
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| 4| 0.051| 0.983| 0.091| 0.969|
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| 5| 0.052| 0.983| 0.093| 0.964|
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| 6| 0.05| 0.983| 0.073| 0.975|
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| 7| 0.039| 0.988| 0.069| 0.976|
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| 8| 0.054| 0.983| 0.103| 0.965|
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| 9| 0.04| 0.987| 0.063| 0.977|
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| 10| 0.033| 0.99| 0.141| 0.953|
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| 11| 0.037| 0.989| 0.083| 0.971|
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| 12| 0.04| 0.987| 0.069| 0.976|
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| 13| 0.027| 0.992| 0.053| 0.98|
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| 14| 0.03| 0.991| 0.071| 0.974|
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| 15| 0.03| 0.991| 0.061| 0.979|
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| 16| 0.029| 0.991| 0.048| 0.982|
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| 17| 0.037| 0.989| 0.091| 0.97|
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| 18| 0.023| 0.993| 0.039| 0.987|
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| 19| 0.028| 0.991| 0.058| 0.981|
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| 20| 0.022| 0.994| 0.057| 0.98|
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| 21| 0.023| 0.993| 0.038| 0.987|
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| 22| 0.034| 0.99| 0.054| 0.982|
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| 23| 0.026| 0.993| 0.12| 0.959|
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| 24| 0.027| 0.992| 0.034| 0.989|
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| 25| 0.022| 0.993| 0.047| 0.984|
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| 26| 0.02| 0.994| 0.062| 0.978|
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| 27| 0.024| 0.993| 0.043| 0.985|
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| 28| 0.019| 0.994| 0.057| 0.979|
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| 29| 0.017| 0.995| 0.054| 0.982|
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| 30| 0.021| 0.994| 0.033| 0.989|
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## Model Plot
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<details>
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<summary>View Model Plot</summary>
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</details>
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history.json
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{
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"accuracy": [
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"loss": [
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],
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"val_loss": [
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}
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keras_metadata.pb
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version https://git-lfs.github.com/spec/v1
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oid sha256:06d8ce5bdf759a35a8e72eec54d45dd7342a7e53317cf9f8651b89e6d452eee8
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size 13456
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logs/train/events.out.tfevents.1654151650.42b53a882d70.2320.2.v2
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version https://git-lfs.github.com/spec/v1
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oid sha256:f983d88b1b2f792c7d1be34e502b3cf67f41dc179ae4c10a0c5389460b8fcf3d
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size 586831
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logs/validation/events.out.tfevents.1654151659.42b53a882d70.2320.3.v2
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version https://git-lfs.github.com/spec/v1
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oid sha256:085ede00059e7f02137f25ac489f41c7405eecffd6fc3dea2b4906c5ea1e3091
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size 9696
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model.png
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![]() |
Git LFS Details
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saved_model.pb
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version https://git-lfs.github.com/spec/v1
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oid sha256:dec6e2bf7d1f20c1198684c8bdd83bfc9c7e9c056c66dcd0e774ad32779e73fc
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size 1424696
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variables/variables.data-00000-of-00001
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version https://git-lfs.github.com/spec/v1
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size 826844
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variables/variables.index
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version https://git-lfs.github.com/spec/v1
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oid sha256:30e25e2b2ae1e9e2648fa4ef5b1c4abb7fb8b2ca97ac104daa1694e2e1393ff7
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size 846
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