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Llama-3-8B-Instruct-Chinese-Lora
REILX/Llama-3-8B-Instruct-Chinese-Lora
Llama-3-8B-Instruct-Chinese-Lora is a text generation model from REILX. Use it when you need the model to write or continue text. The card lists the license as llama3.
- https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct
Access
Public
Updated Jun 18, 2024
Repo size
83.9 MB
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0
Public
Repo makeup
Click a slice to open those files.
.safetensors83.9 MB · 100%
At a glance
- Task
- Text Generation
- License
- llama3
- Access
- Public
- Created
- Jun 7, 2024
- Updated
- Jun 18, 2024
- SHA
- 957eab8e
Try a prompt
Model card
From the Hugging Face model README
模型：
数据集：
- https://huggingface.co/datasets/TigerResearch/sft_zh
- https://huggingface.co/datasets/silk-road/alpaca-data-gpt4-chinese
- https://huggingface.co/datasets/REILX/extracted_tagengo_gpt4
- https://huggingface.co/datasets/LooksJuicy/ruozhiba
- https://huggingface.co/datasets/leo009/alpaca-cleaned-zh-cn
（使用langid清理以上数据集，删除其中非中文资料）
训练工具
https://github.com/hiyouga/LLaMA-Factory
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 4
- eval_batch_size: 8
- seed: 42
- distributed_type: multi-GPU
- num_devices: 8
- gradient_accumulation_steps: 4
- total_train_batch_size: 128
- total_eval_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 3.0
- Task
- Text Generation
- License
- llama3
- Languages
- en, zh
- Created
- Jun 7, 2024
- Updated
- Jun 18, 2024