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Qwen2.5-1.5B-Minivoc-32k-v0.1a
kaitchup/Qwen2.5-1.5B-Minivoc-32k-v0.1a
Qwen2.5-1.5B-Minivoc-32k-v0.1a is a text generation model from kaitchup. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
This is Qwen/Qwen2.5-1.5B with a vocabulary reduced to 32k entries using the Minivoc approach. The model has been created, tested, and evaluated by The Kaitchup.
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- qwen2
- Access
- Public
- Created
- Sep 22, 2024
- Updated
- Sep 23, 2024
- SHA
- 9db9fda9
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Datasets
Model card
From the Hugging Face model README
Model Details
This is Qwen/Qwen2.5-1.5B with a vocabulary reduced to 32k entries using the Minivoc approach. The model has been created, tested, and evaluated by The Kaitchup.
All the details about the Minivoc approach and evaluation in this article: Introducing Minivoc: Faster and Memory-Efficient LLMs Through Vocabulary Reduction
- Developed by: The Kaitchup
- Language(s) (NLP): English
- License: apache-2.0
Training Data
The Minivoc approach has two training steps. For this model, I used 0.2B tokens randomly sampled from HuggingFaceFW/fineweb-edu.
- Task
- Text Generation
- Library
- transformers
- Type
- qwen2
- License
- apache-2.0
- Languages
- en
- Created
- Sep 22, 2024
- Updated
- Sep 23, 2024