peft safetensors en th dataset:b-mc2/sql-create-context base_model:scb10x/typhoon-7b region:us
---
library_name: peft
base_model: scb10x/typhoon-7b
datasets:
- b-mc2/sql-create-context
language:
- en
- th
---



## Model Description
[Typhoon-7b](scb10x/typhoon-7b) QLoRA Finetune by unsloth with [SQL Context](b-mc2/sql-create-context) dataset.

#### Training Hyperparameters
Batch Size: 48 (4(BS)x4(GAS)x3(GPU))  
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     Eval Loss    
1550 (Epoch:1)       0.4295           0.4367    
3110 (Epoch:2)       0.4057           0.4217    

### Framework versions

- PEFT 0.7.0
