ashkanhsn/phi2-python-bugfixer

1---2base_model: microsoft/phi-23library_name: peft4pipeline_tag: text-generation5tags:6- base_model:adapter:microsoft/phi-27- lora8- transformers9---10 11# Model Card for Model ID12 13<!-- Provide a quick summary of what the model is/does. -->14 15 16 17## Model Details18 19### Model Description20 21<!-- Provide a longer summary of what this model is. -->22 23 24 25- **Developed by:** [More Information Needed]26- **Funded by [optional]:** [More Information Needed]27- **Shared by [optional]:** [More Information Needed]28- **Model type:** [More Information Needed]29- **Language(s) (NLP):** [More Information Needed]30- **License:** [More Information Needed]31- **Finetuned from model [optional]:** [More Information Needed]32 33### Model Sources [optional]34 35<!-- Provide the basic links for the model. -->36 37- **Repository:** [More Information Needed]38- **Paper [optional]:** [More Information Needed]39- **Demo [optional]:** [More Information Needed]40 41## Uses42 43<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->44 45### Direct Use46 47<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->48 49[More Information Needed]50 51### Downstream Use [optional]52 53<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->54 55[More Information Needed]56 57### Out-of-Scope Use58 59<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->60 61[More Information Needed]62 63## Bias, Risks, and Limitations64 65<!-- This section is meant to convey both technical and sociotechnical limitations. -->66 67[More Information Needed]68 69### Recommendations70 71<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->72 73Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.74 75## How to Get Started with the Model76 77Use the code below to get started with the model.78 79[More Information Needed]80 81## Training Details82 83### Training Data84 85<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->86 87[More Information Needed]88 89### Training Procedure90 91<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->92 93#### Preprocessing [optional]94 95[More Information Needed]96 97 98#### Training Hyperparameters99 100- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->101 102#### Speeds, Sizes, Times [optional]103 104<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->105 106[More Information Needed]107 108## Evaluation109 110<!-- This section describes the evaluation protocols and provides the results. -->111 112### Testing Data, Factors & Metrics113 114#### Testing Data115 116<!-- This should link to a Dataset Card if possible. -->117 118[More Information Needed]119 120#### Factors121 122<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->123 124[More Information Needed]125 126#### Metrics127 128<!-- These are the evaluation metrics being used, ideally with a description of why. -->129 130[More Information Needed]131 132### Results133 134[More Information Needed]135 136#### Summary137 138 139 140## Model Examination [optional]141 142<!-- Relevant interpretability work for the model goes here -->143 144[More Information Needed]145 146## Environmental Impact147 148<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->149 150Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).151 152- **Hardware Type:** [More Information Needed]153- **Hours used:** [More Information Needed]154- **Cloud Provider:** [More Information Needed]155- **Compute Region:** [More Information Needed]156- **Carbon Emitted:** [More Information Needed]157 158## Technical Specifications [optional]159 160### Model Architecture and Objective161 162[More Information Needed]163 164### Compute Infrastructure165 166[More Information Needed]167 168#### Hardware169 170[More Information Needed]171 172#### Software173 174[More Information Needed]175 176## Citation [optional]177 178<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->179 180**BibTeX:**181 182[More Information Needed]183 184**APA:**185 186[More Information Needed]187 188## Glossary [optional]189 190<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->191 192[More Information Needed]193 194## More Information [optional]195 196[More Information Needed]197 198## Model Card Authors [optional]199 200[More Information Needed]201 202## Model Card Contact203 204[More Information Needed]205### Framework versions206 207- PEFT 0.18.0