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CEFR-Aligned-LM
malikali/CEFR-Aligned-LM
CEFR-Aligned-LM is a text generation model from malikali. Use it when you need the model to write or continue text. It is set up for transformers.
This is a model card for the CEFF-Aligned Language Model (CaLM) from the paper: From Tarzan to Tolkien: Controlling the Language Proficiency Level of LLMs for Content Generation
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At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- llama
- Access
- Public
- Created
- Feb 8, 2024
- Updated
- Sep 24, 2025
- SHA
- a87fed04
Try a prompt
Base models
Model card
From the Hugging Face model README
CEFF-Aligned Language Model (CaLM)
This is a model card for the CEFF-Aligned Language Model (CaLM) from the paper: From Tarzan to Tolkien: Controlling the Language Proficiency Level of LLMs for Content Generation
- Paper: https://aclanthology.org/2024.findings-acl.926
- Arxiv: https://arxiv.org/abs/2406.03030
- Github: https://github.com/malik-ali/tarzan2tolkien
Prompt Template
The model text template looks like
<<Summary>>: {summary}
<<CEFR>>: {cefr}
<<Story>>:
{story}
<</Story>>
where you replace {summary} with the summary of the desired story to generate and {cefr} with the desired CEFR level is one of ["A1", "A2", "B1", "B2", "C1", "C2"].
To generate, you can add the summary and target CEFR level and just start generating after the <<Story>>:\n . See the Github repo for examples.
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- Languages
- en
- Created
- Feb 8, 2024
- Updated
- Sep 24, 2025