| | --- |
| | 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 |
| | license: llama2 |
| | datasets: |
| | - b-mc2/sql-create-context |
| | language: |
| | - en |
| | --- |
| | ## 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 |
