Kosmos2.5
My implementation of Kosmos2.5 from Microsoft research and the paper: "KOSMOS-2.5: A Multimodal Literate Model"
Appreciation
- Lucidrains
- Agorians
Install
Dataset Strategy
Here is a table summarizing the datasets used in the paper KOSMOS-2.5: A Multimodal Literate Model with metadata and source links:
| Dataset | Modality | # Samples | Domain | Source |
|---|---|---|---|---|
| IIT-CDIP | Text + Layout | 27.6M pages | Scanned documents | Link |
| arXiv papers | Text + Layout | 20.9M pages | Research papers | Link |
| PowerPoint slides | Text + Layout | 6.2M pages | Presentation slides | Web crawl |
| General PDF | Text + Layout | 155.2M pages | Diverse PDF files | Web crawl |
| Web screenshots | Text + Layout | 100M pages | Webpage screenshots | Link |
| README | Text + Markdown | 2.9M files | GitHub README files | Link |
| DOCX | Text + Markdown | 1.1M pages | WORD documents | Web crawl |
| LaTeX | Text + Markdown | 3.7M pages | Research papers | Link |
| HTML | Text + Markdown | 6.3M pages | Webpages | Link |
License
MIT
Citations
@misc{2309.11419,
Author = {Tengchao Lv and Yupan Huang and Jingye Chen and Lei Cui and Shuming Ma and Yaoyao Chang and Shaohan Huang and Wenhui Wang and Li Dong and Weiyao Luo and Shaoxiang Wu and Guoxin Wang and Cha Zhang and Furu Wei},
Title = {Kosmos-2.5: A Multimodal Literate Model},
Year = {2023},
Eprint = {arXiv:2309.11419},
}
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1 maintainer
Metadata
1 maintainer
Release files for kosmos2-torch 0.0.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| kosmos2_torch-0.0.1.tar.gz | 4.3 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| kosmos2_torch-0.0.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 8.9 kB
Release files / kosmos2_torch-0.0.1.tar.gz
| Download URL | kosmos2_torch-0.0.1.tar.gz |
|---|---|
| Size | 4.3 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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No |
| Uploaded via |
poetry/1.3.2 CPython/3.11.0 Darwin/22.4.0
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Release files / kosmos2_torch-0.0.1-py3-none-any.whl
| Download URL | kosmos2_torch-0.0.1-py3-none-any.whl |
|---|---|
| Size | 4.6 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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No |
| Uploaded via |
poetry/1.3.2 CPython/3.11.0 Darwin/22.4.0
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