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KoAlpaca-KoRWKV-1.5B
beomi/KoAlpaca-KoRWKV-1.5B
KoAlpaca-KoRWKV-1.5B is a text generation model from beomi. 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.
🚧 Note: this repo is only for demo purpose, current uploaded version is finetuned version of KoRWKV which is ~20% trained ckpt (with ~31Billion tokens) 🚧
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- rwkv
- Access
- Public
- Created
- May 25, 2023
- Updated
- Jan 5, 2024
- SHA
- cde76bbc
Base models
Datasets
Model card
From the Hugging Face model README
🚧 Note: this repo is only for demo purpose, current uploaded version is finetuned version of KoRWKV which is ~20% trained ckpt (with ~31Billion tokens) 🚧
beomi/KoAlpaca-KoRWKV-1.5B (v1.0)
This model is a fine-tuned version of KoRWKV-1.5B on a KoAlpaca Dataset v1.0
Dataset available at KoAlpaca Github Repository
Training procedure
Train Device
- A100 80G x2
- ~2hrs
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 8
- seed: 42
- optimizer: Adafactor
- lr_scheduler_type: linear
- num_epochs: 2.0
- mixed_precision_training: Native AMP fp16
Framework versions
- Transformers 4.30.0.dev0
- Pytorch 2.0.0+cu117
- Datasets 2.10.1
- Tokenizers 0.13.2
- Task
- Text Generation
- Library
- transformers
- Type
- rwkv
- License
- apache-2.0
- Languages
- ko
- Created
- May 25, 2023
- Updated
- Jan 5, 2024