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gpt-for-est-base
tartuNLP/gpt-for-est-base
gpt-for-est-base is a text generation model from tartuNLP. Use it when you need the model to write or continue text. It is set up for transformers.
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Repo size
1.6 GB
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1
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Repo makeup
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.bin523 MB · 99%
At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- gpt2
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Nov 17, 2023
- SHA
- 738c2e5d
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Model card
From the Hugging Face model README
gpt-est-base
This is the base-size GPT2 model, trained from scratch on 2.2 billion words (Estonian National Corpus + News Crawl + Common Crawl) for 3 epochs. Previously named "gpt-4-est-base", renamed to avoid click-baiting.
Format
For training data was prepended with a text domain tag, and it should be added as prefix when using the model: >general<, >web<, >news<, >doaj< and >wiki< (standing for general texts, web crawled texts, news, article abstracts and wikipedia texts). Use the prefixes like this, e.g: ">web< Kas tead, et".
Model details
- num. of layers: 12
- num. of heads: 12
- embedding size: 768
- context size: 1024
- total size: 118.68M params
Further details to be added soon.
Framework versions
- Transformers 4.13.0.dev0
- Pytorch 1.10.0+cu102
- Datasets 1.15.1
- Tokenizers 0.10.3
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- Created
- Mar 2, 2022
- Updated
- Nov 17, 2023