Push new trained goemotions-cnn-lstm model and tokenizer
Browse files- .gitattributes +1 -0
- goemotions-cnn-lstm_config.json +12 -0
- goemotions-cnn-lstm_labels.txt +28 -0
- goemotions-cnn-lstm_model.keras +3 -0
- goemotions-cnn-lstm_tokenizer.pkl +3 -0
.gitattributes
CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
|
|
|
33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
36 |
+
goemotions-cnn-lstm_model.keras filter=lfs diff=lfs merge=lfs -text
|
goemotions-cnn-lstm_config.json
ADDED
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"vocab_size": 30000,
|
3 |
+
"max_len": 100,
|
4 |
+
"embedding_dim": 300,
|
5 |
+
"num_labels": 28,
|
6 |
+
"filter_size": 3,
|
7 |
+
"num_filters": 256,
|
8 |
+
"lstm_units": 128,
|
9 |
+
"dropout_rate": 0.5,
|
10 |
+
"learning_rate": 0.0005,
|
11 |
+
"model_type": "goemotions-cnn-lstm"
|
12 |
+
}
|
goemotions-cnn-lstm_labels.txt
ADDED
@@ -0,0 +1,28 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
admiration
|
2 |
+
amusement
|
3 |
+
anger
|
4 |
+
annoyance
|
5 |
+
approval
|
6 |
+
caring
|
7 |
+
confusion
|
8 |
+
curiosity
|
9 |
+
desire
|
10 |
+
disappointment
|
11 |
+
disapproval
|
12 |
+
disgust
|
13 |
+
embarrassment
|
14 |
+
excitement
|
15 |
+
fear
|
16 |
+
gratitude
|
17 |
+
grief
|
18 |
+
joy
|
19 |
+
love
|
20 |
+
nervousness
|
21 |
+
optimism
|
22 |
+
pride
|
23 |
+
realization
|
24 |
+
relief
|
25 |
+
remorse
|
26 |
+
sadness
|
27 |
+
surprise
|
28 |
+
neutral
|
goemotions-cnn-lstm_model.keras
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:17f7949ffa5105a039344f3524a3e07f8ebd466b0d4f6b4602b1c7aef7d856dc
|
3 |
+
size 44676508
|
goemotions-cnn-lstm_tokenizer.pkl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:20a8bf381a3488a059182fcdc49f0be6b3cfa26c72e82180155dc4c13198df12
|
3 |
+
size 920751
|