Downloads · 30 days
67
8% of all-time downloads
bloom-finnish-176b
TurkuNLP/bloom-finnish-176b
bloom-finnish-176b is a text generation model from TurkuNLP. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as bigscience-bloom-rail-1.0.
Multilingual Generative Pretrained Transformer with 176B parameters with capacity for Finnish. This model is built upon pretrained BLOOM which is then further pretrained with a combined ROOTS + Finnish (without weight…
All-time downloads
798
Public
Repo size
705 GB
Likes
6
Public
Repo makeup
Click a slice to open those files.
.bin352 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- bigscience-bloom-rail-1.0
- Model type
- bloom
- Access
- Public
- Created
- Jun 12, 2023
- Updated
- Jun 27, 2023
- SHA
- 21eea959
Try a prompt
Model card
From the Hugging Face model README
Multilingual Generative Pretrained Transformer with 176B parameters with capacity for Finnish. This model is built upon pretrained BLOOM which is then further pretrained with a combined ROOTS + Finnish (without weighting) dataset for 40B tokens.
Datasets
We used a combination of multiple Finnish resources.
- Finnish Internet Parsebank https://turkunlp.org/finnish_nlp.html mC4 multilingual colossal, cleaned Common Crawl https://huggingface.co/datasets/mc4
- Common Crawl Finnish https://TODO
- Finnish Wikipedia https://fi.wikipedia.org/wiki
- Lönnrot Projekti Lönnrot http://www.lonnrot.net/
- ePub National library ”epub” collection
- National library ”lehdet” collection
- Suomi24 The Suomi 24 Corpus 2001-2020 http://urn.fi/urn:nbn:fi:lb-2021101527
- Reddit r/Suomi submissions and comments https://www.reddit.com/r/Suomi
- STT Finnish News Agency Archive 1992-2018 http://urn.fi/urn:nbn:fi:lb-2019041501
- Yle Finnish News Archive 2011-2018 http://urn.fi/urn:nbn:fi:lb-2017070501
- Yle Finnish News Archive 2019-2020 http://urn.fi/urn:nbn:fi:lb-2021050401
- Yle News Archive Easy-to-read Finnish 2011-2018 http://urn.fi/urn:nbn:fi:lb-2019050901
- Yle News Archive Easy-to-read Finnish 2019-2020 http://urn.fi/urn:nbn:fi:lb-2021050701
- ROOTS - original BLOOM training corpus
Sampling ratios for Finnish
| Dataset | Chars | Ratio | Weight | W.Ratio |
|---|---|---|---|---|
| Parsebank | 35.0B | 16.9% | 1.5 | 22.7% |
| mC4-Fi | 46.3B | 22.4% | 1.0 | 20.0% |
| CC-Fi | 79.6B | 38.5% | 1.0 | 34.4% |
| Fiwiki | 0.8B | 0.4% | 3.0 | 1.0% |
| Lönnrot | 0.8B | 0.4% | 3.0 | 1.0% |
| Yle | 1.6B | 0.8% | 2.0 | 1.4% |
| STT | 2.2B | 1.1% | 2.0 | 1.9% |
| ePub | 13.5B | 6.5% | 1.0 | 5.8% |
| Lehdet | 5.8B | 2.8% | 1.0 | 2.5% |
| Suomi24 | 20.6B | 9.9% | 1.0 | 8.9% |
| Reddit-Fi | 0.7B | 0.4% | 1.0 | 0.3% |
| TOTAL | 207.0B | 100.0% | N/A | 100.0% |
And for whole continued pretraining, ROOTS is mixed in.
- Task
- Text Generation
- Library
- transformers
- Type
- bloom
- License
- bigscience-bloom-rail-1.0
- Created
- Jun 12, 2023
- Updated
- Jun 27, 2023