peft safetensors en th dataset:Thaweewat/alpaca-cleaned-52k-th base_model:scb10x/typhoon-7b region:us
---
library_name: peft
base_model: scb10x/typhoon-7b
datasets:
- Thaweewat/alpaca-cleaned-52k-th
language:
- en
- th
---



## Model Description
[Typhoon-7b](scb10x/typhoon-7b) QLoRA Finetune by unsloth with [Thai Alpaca](Thaweewat/alpaca-cleaned-52k-th) dataset.

#### Training Hyperparameters
The following `bitsandbytes` quantization config was used during training:
- r = 64
- lora_alpha = 16
- lora_dropout = 0.05
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16

### Loss

Step	Training Loss  
2500	1.241900  
5000	1.123600  
7500	1.014600  
10000	0.902200  
12500	0.906500  
15000	0.683900  
17500	0.650900  
20000	0.584800  
22500	0.385100  
25000	0.384100  

### Framework versions

- PEFT 0.7.0