luckynozomi
commited on
Commit
•
3e2bfef
1
Parent(s):
8cfdefa
Add model
Browse files- .gitattributes +3 -0
- README.md +42 -0
- history.json +18 -0
- keras_metadata.pb +3 -0
- logs/train/events.out.tfevents.1654731684.51d098fbd911.61.0.v2 +3 -0
- logs/validation/events.out.tfevents.1654731773.51d098fbd911.61.1.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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@@ -25,3 +25,6 @@ saved_model/**/* 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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*.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-classification
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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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| name | learning_rate | decay | beta_1 | beta_2 | epsilon | amsgrad | training_precision |
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|----|-------------|-----|------|------|-------|-------|------------------|
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|Adam|0.0010000000474974513|0.0|0.8999999761581421|0.9990000128746033|1e-07|False|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| 0.385| 0.819| 0.298| 0.868|
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| 2| 0.198| 0.925| 0.333| 0.863|
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## Model Plot
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<details>
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<summary>View Model Plot</summary>
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![Model Image](./model.png)
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</details>
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history.json
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{
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"accuracy": [
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0.8190799951553345,
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0.924839973449707
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],
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"loss": [
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0.3845842182636261,
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0.19837529957294464
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],
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"val_accuracy": [
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0.8683199882507324,
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0.8626000285148621
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],
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"val_loss": [
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0.2975202798843384,
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0.332619845867157
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]
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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:c93458f8a70529844045ee53434219c2fe51955db6e5d3c5d082f90f64a6116b
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size 30138
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logs/train/events.out.tfevents.1654731684.51d098fbd911.61.0.v2
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version https://git-lfs.github.com/spec/v1
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oid sha256:bc77559bb825221c61fa29b4eb4ec2218a16800b30412ba9a018bd13667f615f
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size 228481
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logs/validation/events.out.tfevents.1654731773.51d098fbd911.61.1.v2
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version https://git-lfs.github.com/spec/v1
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oid sha256:60962118020508104dc90ebb68523d676fdffb230f8a99d50a0362f40a4fac45
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size 676
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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 sha256:042f24f41cd5075ed01ef84248b1eb432373ce9cad13b4b47fe54b653b90015f
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size 411014
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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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oid sha256:da11d9da5094e52fcb894a33f2ff4d844d24b63cb0840b20564a06d92e9d49e2
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size 2647938
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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:b4d36c12a75170b4c3b92404ac7d2c20a302ce142b0267af541597a9ef6d7653
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size 1645
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