---
library_name: peft
pipeline_tag: question-answering

widget:

- question (string): "How many heads of the departments are older than 56 ?"	
  context (string): "CREATE TABLE head (age INTEGER)"
  answer (string): "SELECT COUNT(*) FROM head WHERE age > 56"	
	
- question (string): "What are the maximum and minimum budget of the departments?"	
  context (string): "CREATE TABLE department (budget_in_billions INTEGER)"
  answer (string): "SELECT MAX(budget_in_billions), MIN(budget_in_billions) FROM department"
---
## Training procedure


The following `bitsandbytes` quantization config was used during training:
- quant_method: QuantizationMethod.BITS_AND_BYTES
- 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: bfloat16
### Framework versions


- PEFT 0.4.0.dev0