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Mixsmol-4x400M-v0.1-epoch3
vilm/Mixsmol-4x400M-v0.1-epoch3
Mixsmol-4x400M-v0.1-epoch3 is a text generation model from vilm. 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 the third checkpoint (Epoch 3) of Mixsmol-4x400M-v0.1 Note that this is an experimental in data mixing. Therefore, we only trained the model on 50B tokens (95% English and 5% Vietnamese) to test the following:…
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- mixtral
- Access
- Public
- Created
- Jan 30, 2024
- Updated
- Feb 24, 2024
- SHA
- c5c53816
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Model card
From the Hugging Face model README
Mixsmol-4x400M-v0.1 by Ontocord
This is the third checkpoint (Epoch 3) of Mixsmol-4x400M-v0.1 Note that this is an experimental in data mixing. Therefore, we only trained the model on 50B tokens (95% English and 5% Vietnamese) to test the following:
- Reasoining capabilities through high-quality synthetic textbooks data pretraining
- Crosslingual understanding through machine translation and multilingual + multiple tasks pretraining
After verifying our hypothesis with this run, we will schedule a second run on bigger data and compute for it to achieve its maximum capability.
Data
- Synthetic Textbooks: 8M samples
- RefinedWeb: 1M samples
- RedPajama-v2: 500K samples
- MathPile: Everything
- ThePile: MiniPile Subset
- GoodWiki
- The Stack Smol XL
- The Vault: train_small split
- Instruction Pretraining: 250k samples
- Task
- Text Generation
- Library
- transformers
- Type
- mixtral
- License
- apache-2.0
- Created
- Jan 30, 2024
- Updated
- Feb 24, 2024