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README.md
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---
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license: apache-2.0
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---
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---
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pipeline_tag: text-generation
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license: apache-2.0
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language:
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- en
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tags:
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- Open-platypus-Commercial
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base_model: bardsai/jaskier-7b-dpo-v6.1
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datasets:
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- kyujinpy/Open-platypus-Commercial
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model-index:
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- name: T3Q-Platypus-Mistral7B
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results: []
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---
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Update @ 2024.03.07
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## T3Q-Platypus-Mistral7B
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This model is a fine-tuned version of bardsai/jaskier-7b-dpo-v6.1
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**Model Developers** Chihoon Lee(chlee10), T3Q
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## Training hyperparameters
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The following hyperparameters were used during training:
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```python
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# 데이터셋과 훈련 횟수와 관련된 하이퍼 파라미터
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batch_size = 16
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num_epochs = 1
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micro_batch = 1
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gradient_accumulation_steps = batch_size // micro_batch
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# 훈련 방법에 대한 하이퍼 파라미터
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cutoff_len = 4096
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lr_scheduler = 'cosine'
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warmup_ratio = 0.06 # warmup_steps = 100
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learning_rate = 4e-4
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optimizer = 'adamw_torch'
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weight_decay = 0.01
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max_grad_norm = 1.0
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# LoRA config
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lora_r = 16
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lora_alpha = 16
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lora_dropout = 0.05
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lora_target_modules = ["gate_proj", "down_proj", "up_proj"]
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# Tokenizer에서 나오는 input값 설정 옵션
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train_on_inputs = False
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add_eos_token = False
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# NEFTune params
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noise_alpha: int = 5
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```
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