Datasets:
jacob-recastai
commited on
Commit
•
e239387
1
Parent(s):
c8b37ec
Create README.md
Browse files
README.md
ADDED
@@ -0,0 +1,96 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
# For reference on model card metadata, see the spec: https://github.com/huggingface/hub-docs/blob/main/datasetcard.md?plain=1
|
3 |
+
# Doc / guide: https://huggingface.co/docs/hub/datasets-cards
|
4 |
+
{}
|
5 |
+
---
|
6 |
+
|
7 |
+
# Dataset Card for `coyo-75k-augmented-captions`
|
8 |
+
|
9 |
+
## Dataset Description
|
10 |
+
|
11 |
+
- **Homepage:**
|
12 |
+
- **Repository:**
|
13 |
+
- **Paper:**
|
14 |
+
- **Leaderboard:**
|
15 |
+
- **Point of Contact:**
|
16 |
+
|
17 |
+
### Dataset Summary
|
18 |
+
|
19 |
+
This dataset has been created by **Re:cast AI**, and consists of ~7.5K image-caption pairs that were expanded to ~75K pairs using a generative model.
|
20 |
+
Each generated caption is the result of CLIP top-k filtering between N candidate captions and the corresponding image.
|
21 |
+
|
22 |
+
The dataset is useful for many downstream tasks such as fine-tuning language models, and using further refinement strategies (e.g. RLHF, CLIP guidance, etc.)
|
23 |
+
|
24 |
+
More information and resulting models to come soon...
|
25 |
+
|
26 |
+
### Languages
|
27 |
+
|
28 |
+
[More Information Needed]
|
29 |
+
|
30 |
+
## Dataset Structure
|
31 |
+
|
32 |
+
### Data Instances
|
33 |
+
|
34 |
+
[More Information Needed]
|
35 |
+
|
36 |
+
### Data Fields
|
37 |
+
|
38 |
+
[More Information Needed]
|
39 |
+
|
40 |
+
### Data Splits
|
41 |
+
|
42 |
+
[More Information Needed]
|
43 |
+
|
44 |
+
## Dataset Creation
|
45 |
+
|
46 |
+
### Curation Rationale
|
47 |
+
|
48 |
+
[More Information Needed]
|
49 |
+
|
50 |
+
### Source Data
|
51 |
+
|
52 |
+
#### Initial Data Collection and Normalization
|
53 |
+
|
54 |
+
[More Information Needed]
|
55 |
+
|
56 |
+
### Annotations
|
57 |
+
|
58 |
+
#### Annotation process
|
59 |
+
|
60 |
+
[More Information Needed]
|
61 |
+
|
62 |
+
#### Who are the annotators?
|
63 |
+
|
64 |
+
[More Information Needed]
|
65 |
+
|
66 |
+
## Considerations for Using the Data
|
67 |
+
|
68 |
+
### Social Impact of Dataset
|
69 |
+
|
70 |
+
[More Information Needed]
|
71 |
+
|
72 |
+
### Discussion of Biases
|
73 |
+
|
74 |
+
[More Information Needed]
|
75 |
+
|
76 |
+
### Other Known Limitations
|
77 |
+
|
78 |
+
[More Information Needed]
|
79 |
+
|
80 |
+
## Additional Information
|
81 |
+
|
82 |
+
### Dataset Curators
|
83 |
+
|
84 |
+
[More Information Needed]
|
85 |
+
|
86 |
+
### Licensing Information
|
87 |
+
|
88 |
+
[More Information Needed]
|
89 |
+
|
90 |
+
### Citation Information
|
91 |
+
|
92 |
+
[More Information Needed]
|
93 |
+
|
94 |
+
### Contributions
|
95 |
+
|
96 |
+
[More Information Needed]
|