Model save
Browse files- README.md +6 -21
- config.json +0 -1
- tokenizer.json +2 -16
- training_args.bin +1 -1
README.md
CHANGED
@@ -1,29 +1,14 @@
|
|
1 |
---
|
2 |
library_name: transformers
|
3 |
-
language:
|
4 |
-
- en
|
5 |
license: apache-2.0
|
6 |
base_model: bert-base-uncased
|
7 |
tags:
|
8 |
- generated_from_trainer
|
9 |
-
datasets:
|
10 |
-
- glue
|
11 |
metrics:
|
12 |
- spearmanr
|
13 |
model-index:
|
14 |
- name: bert-base-uncased-finetuned-stsb
|
15 |
-
results:
|
16 |
-
- task:
|
17 |
-
name: Text Classification
|
18 |
-
type: text-classification
|
19 |
-
dataset:
|
20 |
-
name: GLUE STSB
|
21 |
-
type: glue
|
22 |
-
args: stsb
|
23 |
-
metrics:
|
24 |
-
- name: Spearmanr
|
25 |
-
type: spearmanr
|
26 |
-
value: 0.8806469557155143
|
27 |
---
|
28 |
|
29 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
@@ -31,12 +16,12 @@ should probably proofread and complete it, then remove this comment. -->
|
|
31 |
|
32 |
# bert-base-uncased-finetuned-stsb
|
33 |
|
34 |
-
This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on
|
35 |
It achieves the following results on the evaluation set:
|
36 |
-
-
|
37 |
-
-
|
38 |
-
-
|
39 |
-
-
|
40 |
|
41 |
## Model description
|
42 |
|
|
|
1 |
---
|
2 |
library_name: transformers
|
|
|
|
|
3 |
license: apache-2.0
|
4 |
base_model: bert-base-uncased
|
5 |
tags:
|
6 |
- generated_from_trainer
|
|
|
|
|
7 |
metrics:
|
8 |
- spearmanr
|
9 |
model-index:
|
10 |
- name: bert-base-uncased-finetuned-stsb
|
11 |
+
results: []
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
12 |
---
|
13 |
|
14 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
|
16 |
|
17 |
# bert-base-uncased-finetuned-stsb
|
18 |
|
19 |
+
This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unknown dataset.
|
20 |
It achieves the following results on the evaluation set:
|
21 |
+
- Combined Score: 0.8836
|
22 |
+
- Loss: 0.5010
|
23 |
+
- Pearson: 0.8856
|
24 |
+
- Spearmanr: 0.8816
|
25 |
|
26 |
## Model description
|
27 |
|
config.json
CHANGED
@@ -25,7 +25,6 @@
|
|
25 |
"num_hidden_layers": 12,
|
26 |
"pad_token_id": 0,
|
27 |
"position_embedding_type": "absolute",
|
28 |
-
"problem_type": "regression",
|
29 |
"torch_dtype": "float32",
|
30 |
"transformers_version": "4.45.0.dev0",
|
31 |
"type_vocab_size": 2,
|
|
|
25 |
"num_hidden_layers": 12,
|
26 |
"pad_token_id": 0,
|
27 |
"position_embedding_type": "absolute",
|
|
|
28 |
"torch_dtype": "float32",
|
29 |
"transformers_version": "4.45.0.dev0",
|
30 |
"type_vocab_size": 2,
|
tokenizer.json
CHANGED
@@ -1,21 +1,7 @@
|
|
1 |
{
|
2 |
"version": "1.0",
|
3 |
-
"truncation":
|
4 |
-
|
5 |
-
"max_length": 512,
|
6 |
-
"strategy": "LongestFirst",
|
7 |
-
"stride": 0
|
8 |
-
},
|
9 |
-
"padding": {
|
10 |
-
"strategy": {
|
11 |
-
"Fixed": 512
|
12 |
-
},
|
13 |
-
"direction": "Right",
|
14 |
-
"pad_to_multiple_of": null,
|
15 |
-
"pad_id": 0,
|
16 |
-
"pad_type_id": 0,
|
17 |
-
"pad_token": "[PAD]"
|
18 |
-
},
|
19 |
"added_tokens": [
|
20 |
{
|
21 |
"id": 0,
|
|
|
1 |
{
|
2 |
"version": "1.0",
|
3 |
+
"truncation": null,
|
4 |
+
"padding": null,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
5 |
"added_tokens": [
|
6 |
{
|
7 |
"id": 0,
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 5176
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:77db11bd1b40f412ea6ad1fca0254490babf28746a36e931a77f72895eb5bc51
|
3 |
size 5176
|