---
library_name: peft
license: gpl-3.0
---
## Training procedure


The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: True
- load_in_4bit: False
- 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: fp4
- bnb_4bit_use_double_quant: False
- bnb_4bit_compute_dtype: float32
### Framework versions


- PEFT 0.6.0.dev0

## Citation
```bash
@misc{christ2024mathwell,
      title={MATHWELL: Generating Educational Math Word Problems at Scale}, 
      author={Bryan R Christ and Jonathan Kropko and Thomas Hartvigsen},
      year={2024},
      eprint={2402.15861},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}
```