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--- |
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library_name: peft |
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base_model: scb10x/typhoon-7b |
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datasets: |
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- Thaweewat/alpaca-cleaned-52k-th |
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language: |
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- en |
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- th |
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--- |
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## Model Description |
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[Typhoon-7b](scb10x/typhoon-7b) QLoRA Finetune by unsloth with [Thai Alpaca](Thaweewat/alpaca-cleaned-52k-th) dataset. |
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#### Training Hyperparameters |
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The following `bitsandbytes` quantization config was used during training: |
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- r = 64 |
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- lora_alpha = 16 |
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- lora_dropout = 0.05 |
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- quant_method: bitsandbytes |
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- load_in_8bit: False |
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- load_in_4bit: True |
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- llm_int8_threshold: 6.0 |
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- llm_int8_skip_modules: None |
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- llm_int8_enable_fp32_cpu_offload: False |
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- llm_int8_has_fp16_weight: False |
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- bnb_4bit_quant_type: nf4 |
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- bnb_4bit_use_double_quant: True |
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- bnb_4bit_compute_dtype: float16 |
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### Loss |
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Step Training Loss |
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2500 1.241900 |
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5000 1.123600 |
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7500 1.014600 |
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10000 0.902200 |
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12500 0.906500 |
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15000 0.683900 |
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17500 0.650900 |
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20000 0.584800 |
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22500 0.385100 |
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25000 0.384100 |
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### Framework versions |
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- PEFT 0.7.0 |
