willt-dc commited on
Commit
c653dc6
·
verified ·
1 Parent(s): ad9ea73

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +45 -0
README.md CHANGED
@@ -1,7 +1,52 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
 
2
  # ROSA :: Emotional Sensitivity
3
 
4
  “To feel is to know; to know is to bloom.”
 
5
 
6
  ROSA is a fine-tuned Transformer model based on `bert-base-uncased`, trained on the [GoEmotions](https://huggingface.co/datasets/google-research-datasets/go_emotions) dataset to classify 28 nuanced human emotions (plus neutral).
7
  More than a model, **ROSA** is a prototype of emotion embeddings in affective computing.
 
1
+ ---
2
+ language: en
3
+ license: creativeml-openrail-m
4
+ tags:
5
+ - emotion-classification
6
+ - multilabel
7
+ - bert
8
+ - goemotions
9
+ - affective-computing
10
+ - psychology
11
+ - NLP
12
+ - embeddings
13
+ - symbolic-ai
14
+ - poetic-ai
15
+ library_name: transformers
16
+ datasets:
17
+ - go_emotions
18
+ model_name: Rosa-V1
19
+ model_type: bert
20
+ pipeline_tag: text-classification
21
+ base_model: bert-base-uncased
22
+ widget:
23
+ - text: "My heart is filled with longing and beauty."
24
+ - text: "I'm excited but nervous about what's coming next."
25
+ metrics:
26
+ - name: eval_loss
27
+ type: loss
28
+ value: 0.0845
29
+ - name: eval_f1
30
+ type: f1
31
+ value: 0.5793
32
+ - name: parameters
33
+ type: count
34
+ value: 110000000
35
+ - name: epochs
36
+ type: count
37
+ value: 3
38
+ model_creator: Willinton Triana Cardona
39
+ model_description: >
40
+ ROSA is a fine-tuned BERT model trained on the GoEmotions dataset for multilabel emotion classification.
41
+ It identifies 28 nuanced human emotions plus a neutral class, supports soft probability outputs,
42
+ and provides latent emotion embeddings for affective computing applications.
43
+ ROSA is both technically sound and symbolically aligned to poetic human understanding.
44
+ ---
45
 
46
  # ROSA :: Emotional Sensitivity
47
 
48
  “To feel is to know; to know is to bloom.”
49
+ ·Willinton
50
 
51
  ROSA is a fine-tuned Transformer model based on `bert-base-uncased`, trained on the [GoEmotions](https://huggingface.co/datasets/google-research-datasets/go_emotions) dataset to classify 28 nuanced human emotions (plus neutral).
52
  More than a model, **ROSA** is a prototype of emotion embeddings in affective computing.