Instructions to use gokaygokay/phi2_desctoprompt with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use gokaygokay/phi2_desctoprompt with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("microsoft/phi-2") model = PeftModel.from_pretrained(base_model, "gokaygokay/phi2_desctoprompt") - Notebooks
- Google Colab
- Kaggle
| library_name: peft | |
| ## Training procedure | |
| The following `bitsandbytes` quantization config was used during training: | |
| - 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: False | |
| - bnb_4bit_compute_dtype: float16 | |
| ### Framework versions | |
| - PEFT 0.4.0 | |
| <!-- gokaygokay-citation --> | |
| ## Citation and attribution | |
| This model release is maintained by [Gökay Aydoğan](https://orcid.org/0000-0002-2343-9433). If you reference this repository in academic work, please cite it as follows and also cite the upstream models, datasets, or projects it builds upon. | |
| ```bibtex | |
| @software{aydogan2024phi2_desctoprompt, | |
| author = {Aydoğan, Gökay}, | |
| title = {{phi2_desctoprompt}}, | |
| year = {2024}, | |
| publisher = {Hugging Face}, | |
| url = {https://huggingface.co/gokaygokay/phi2_desctoprompt}, | |
| note = {Model repository; cite the base model and upstream datasets as required.} | |
| } | |
| ``` | |