jonaskoenig
commited on
Commit
•
a776761
1
Parent(s):
a58a2cf
Training in progress epoch 0
Browse files- README.md +7 -12
- config.json +57 -58
- tf_model.h5 +1 -1
README.md
CHANGED
@@ -12,13 +12,13 @@ probably proofread and complete it, then remove this comment. -->
|
|
12 |
|
13 |
# jonaskoenig/xtremedistil-l6-h256-uncased-go-emotion
|
14 |
|
15 |
-
This model is a fine-tuned version of [microsoft/xtremedistil-l6-h256-uncased](https://huggingface.co/microsoft/xtremedistil-l6-h256-uncased) on
|
16 |
It achieves the following results on the evaluation set:
|
17 |
-
- Train Loss: 0.
|
18 |
-
- Train Binary Crossentropy: 0.
|
19 |
-
- Validation Loss: 0.
|
20 |
-
- Validation Binary Crossentropy: 0.
|
21 |
-
- Epoch:
|
22 |
|
23 |
## Model description
|
24 |
|
@@ -44,12 +44,7 @@ The following hyperparameters were used during training:
|
|
44 |
|
45 |
| Train Loss | Train Binary Crossentropy | Validation Loss | Validation Binary Crossentropy | Epoch |
|
46 |
|:----------:|:-------------------------:|:---------------:|:------------------------------:|:-----:|
|
47 |
-
| 0.
|
48 |
-
| 0.0399 | 0.6222 | 0.0359 | 0.6178 | 1 |
|
49 |
-
| 0.0336 | 0.5852 | 0.0303 | 0.5096 | 2 |
|
50 |
-
| 0.0295 | 0.5047 | 0.0275 | 0.4647 | 3 |
|
51 |
-
| 0.0268 | 0.4564 | 0.0250 | 0.4179 | 4 |
|
52 |
-
| 0.0246 | 0.4128 | 0.0231 | 0.3821 | 5 |
|
53 |
|
54 |
|
55 |
### Framework versions
|
|
|
12 |
|
13 |
# jonaskoenig/xtremedistil-l6-h256-uncased-go-emotion
|
14 |
|
15 |
+
This model is a fine-tuned version of [microsoft/xtremedistil-l6-h256-uncased](https://huggingface.co/microsoft/xtremedistil-l6-h256-uncased) on an unknown dataset.
|
16 |
It achieves the following results on the evaluation set:
|
17 |
+
- Train Loss: 0.0669
|
18 |
+
- Train Binary Crossentropy: 0.6193
|
19 |
+
- Validation Loss: 0.0415
|
20 |
+
- Validation Binary Crossentropy: 0.6178
|
21 |
+
- Epoch: 0
|
22 |
|
23 |
## Model description
|
24 |
|
|
|
44 |
|
45 |
| Train Loss | Train Binary Crossentropy | Validation Loss | Validation Binary Crossentropy | Epoch |
|
46 |
|:----------:|:-------------------------:|:---------------:|:------------------------------:|:-----:|
|
47 |
+
| 0.0669 | 0.6193 | 0.0415 | 0.6178 | 0 |
|
|
|
|
|
|
|
|
|
|
|
48 |
|
49 |
|
50 |
### Framework versions
|
config.json
CHANGED
@@ -10,68 +10,67 @@
|
|
10 |
"hidden_dropout_prob": 0.1,
|
11 |
"hidden_size": 256,
|
12 |
"id2label": {
|
13 |
-
|
14 |
-
|
15 |
-
|
16 |
-
|
17 |
-
|
18 |
-
|
19 |
-
|
20 |
-
|
21 |
-
|
22 |
-
|
23 |
-
|
24 |
-
|
25 |
-
|
26 |
-
|
27 |
-
|
28 |
-
|
29 |
-
|
30 |
-
|
31 |
-
|
32 |
-
|
33 |
-
|
34 |
-
|
35 |
-
|
36 |
-
|
37 |
-
|
38 |
-
|
39 |
-
|
40 |
-
|
41 |
},
|
42 |
"initializer_range": 0.02,
|
43 |
"intermediate_size": 1024,
|
44 |
"label2id": {
|
45 |
-
"
|
46 |
-
|
47 |
-
|
48 |
-
|
49 |
-
|
50 |
-
|
51 |
-
|
52 |
-
|
53 |
-
|
54 |
-
|
55 |
-
|
56 |
-
|
57 |
-
|
58 |
-
|
59 |
-
|
60 |
-
|
61 |
-
|
62 |
-
|
63 |
-
|
64 |
-
|
65 |
-
|
66 |
-
|
67 |
-
|
68 |
-
|
69 |
-
|
70 |
-
|
71 |
-
|
72 |
-
|
73 |
-
|
74 |
-
},
|
75 |
"layer_norm_eps": 1e-12,
|
76 |
"max_position_embeddings": 512,
|
77 |
"model_type": "bert",
|
|
|
10 |
"hidden_dropout_prob": 0.1,
|
11 |
"hidden_size": 256,
|
12 |
"id2label": {
|
13 |
+
"0": "LABEL_0",
|
14 |
+
"1": "LABEL_1",
|
15 |
+
"2": "LABEL_2",
|
16 |
+
"3": "LABEL_3",
|
17 |
+
"4": "LABEL_4",
|
18 |
+
"5": "LABEL_5",
|
19 |
+
"6": "LABEL_6",
|
20 |
+
"7": "LABEL_7",
|
21 |
+
"8": "LABEL_8",
|
22 |
+
"9": "LABEL_9",
|
23 |
+
"10": "LABEL_10",
|
24 |
+
"11": "LABEL_11",
|
25 |
+
"12": "LABEL_12",
|
26 |
+
"13": "LABEL_13",
|
27 |
+
"14": "LABEL_14",
|
28 |
+
"15": "LABEL_15",
|
29 |
+
"16": "LABEL_16",
|
30 |
+
"17": "LABEL_17",
|
31 |
+
"18": "LABEL_18",
|
32 |
+
"19": "LABEL_19",
|
33 |
+
"20": "LABEL_20",
|
34 |
+
"21": "LABEL_21",
|
35 |
+
"22": "LABEL_22",
|
36 |
+
"23": "LABEL_23",
|
37 |
+
"24": "LABEL_24",
|
38 |
+
"25": "LABEL_25",
|
39 |
+
"26": "LABEL_26",
|
40 |
+
"27": "LABEL_27"
|
41 |
},
|
42 |
"initializer_range": 0.02,
|
43 |
"intermediate_size": 1024,
|
44 |
"label2id": {
|
45 |
+
"LABEL_0": 0,
|
46 |
+
"LABEL_1": 1,
|
47 |
+
"LABEL_10": 10,
|
48 |
+
"LABEL_11": 11,
|
49 |
+
"LABEL_12": 12,
|
50 |
+
"LABEL_13": 13,
|
51 |
+
"LABEL_14": 14,
|
52 |
+
"LABEL_15": 15,
|
53 |
+
"LABEL_16": 16,
|
54 |
+
"LABEL_17": 17,
|
55 |
+
"LABEL_18": 18,
|
56 |
+
"LABEL_19": 19,
|
57 |
+
"LABEL_2": 2,
|
58 |
+
"LABEL_20": 20,
|
59 |
+
"LABEL_21": 21,
|
60 |
+
"LABEL_22": 22,
|
61 |
+
"LABEL_23": 23,
|
62 |
+
"LABEL_24": 24,
|
63 |
+
"LABEL_25": 25,
|
64 |
+
"LABEL_26": 26,
|
65 |
+
"LABEL_27": 27,
|
66 |
+
"LABEL_3": 3,
|
67 |
+
"LABEL_4": 4,
|
68 |
+
"LABEL_5": 5,
|
69 |
+
"LABEL_6": 6,
|
70 |
+
"LABEL_7": 7,
|
71 |
+
"LABEL_8": 8,
|
72 |
+
"LABEL_9": 9
|
73 |
+
},
|
|
|
74 |
"layer_norm_eps": 1e-12,
|
75 |
"max_position_embeddings": 512,
|
76 |
"model_type": "bert",
|
tf_model.h5
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 51177784
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:cfc9f5175d9424edfaa7873b95cc2bf038442f7fe6086d65cb72b952307aca3a
|
3 |
size 51177784
|