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germanInstructionBERTcased
Bachstelze/germanInstructionBERTcased
germanInstructionBERTcased is a text generation model from Bachstelze. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.
A minimalistic german instruction model with an already good analyzed and pretrained encoder like dbmdz/bert-base-german-cased. So we can research the Bertology with instruction-tuned models, look at the attention and…
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- encoder-decoder
- Access
- Public
- Created
- Mar 26, 2024
- Updated
- Mar 27, 2024
- SHA
- b46e01f8
Model card
From the Hugging Face model README
Model Card of germanInstructionBERTcased for Bertology
A minimalistic german instruction model with an already good analyzed and pretrained encoder like dbmdz/bert-base-german-cased. So we can research the Bertology with instruction-tuned models, look at the attention and investigate what happens to BERT embeddings during fine-tuning.
The training code is released at the instructionBERT repository. We used the Huggingface API for warm-starting BertGeneration with Encoder-Decoder-Models for this purpose.
Training parameters
- base model: "dbmdz/bert-base-german-cased"
- trained for 3 epochs
- batch size of 16
- 40000 warm-up steps
- learning rate of 0.0001
Purpose of germanInstructionBERTcased
InstructionMBERT is intended for research purposes. The model-generated text should be treated as a starting point rather than a definitive solution for potential use cases. Users should be cautious when employing these models in their applications.
- Task
- Text Generation
- Library
- transformers
- Type
- encoder-decoder
- License
- mit
- Languages
- de
- Created
- Mar 26, 2024
- Updated
- Mar 27, 2024