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ko-ref-llama2-7b-Inst
nayohan/ko-ref-llama2-7b-Inst
ko-ref-llama2-7b-Inst is a text generation model from nayohan. 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 model is a instruct-tuned ko-ref-llama2-7b model, using only 10% of [Kullm, OIG, KoAlpaca] Instruction dataset. len10k100mppln0.1.json - 152step
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- llama
- Access
- Public
- Created
- Oct 26, 2023
- Updated
- Oct 26, 2023
- SHA
- 1be158f4
Base models
Datasets
Model card
From the Hugging Face model README
This model is a instruct-tuned ko-ref-llama2-7b model, using only 10% of [Kullm, OIG, KoAlpaca] Instruction dataset. len10_k100_mppl_n0.1.json -> 152step
Training hyperparameters
- learning_rate: 5e-5
- train_batch_size: 1
- seed: 42
- distributed_type: multi-GPU (A30 24G) + CPU Offloading(160GB)
- num_devices: 2
- gradient_accumulation_steps: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2
Framework versions
- Transformers 4.30.2
- Pytorch 2.0.1+cu117
- Datasets 2.11.0
- deepspeed 0.9.5
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- apache-2.0
- Languages
- ko
- Created
- Oct 26, 2023
- Updated
- Oct 26, 2023