|
--- |
|
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 |
|
|
