G-210/code_optimization

1---2library_name: transformers3tags:4- unsloth5---6 7# Model Card for Model ID8 9<!-- Provide a quick summary of what the model is/does. -->10 11 12 13## Model Details14 15### Model Description16 17<!-- Provide a longer summary of what this model is. -->18 19This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.20 21- **Developed by:** [More Information Needed]22- **Funded by [optional]:** [More Information Needed]23- **Shared by [optional]:** [More Information Needed]24- **Model type:** [More Information Needed]25- **Language(s) (NLP):** [More Information Needed]26- **License:** [More Information Needed]27- **Finetuned from model [optional]:** [More Information Needed]28 29### Model Sources [optional]30 31<!-- Provide the basic links for the model. -->32 33- **Repository:** [More Information Needed]34- **Paper [optional]:** [More Information Needed]35- **Demo [optional]:** [More Information Needed]36 37## Uses38 39<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->40 41### Direct Use42 43<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->44 45[More Information Needed]46 47### Downstream Use [optional]48 49<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->50 51[More Information Needed]52 53### Out-of-Scope Use54 55<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->56 57[More Information Needed]58 59## Bias, Risks, and Limitations60 61<!-- This section is meant to convey both technical and sociotechnical limitations. -->62 63[More Information Needed]64 65### Recommendations66 67<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->68 69Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.70 71## How to Get Started with the Model72 73Use the code below to get started with the model.74 75[More Information Needed]76 77## Training Details78 79### Training Data80 81<!-- 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. -->82 83[More Information Needed]84 85### Training Procedure86 87<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->88 89#### Preprocessing [optional]90 91[More Information Needed]92 93 94#### Training Hyperparameters95 96- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->97 98#### Speeds, Sizes, Times [optional]99 100<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->101 102[More Information Needed]103 104## Evaluation105 106<!-- This section describes the evaluation protocols and provides the results. -->107 108### Testing Data, Factors & Metrics109 110#### Testing Data111 112<!-- This should link to a Dataset Card if possible. -->113 114[More Information Needed]115 116#### Factors117 118<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->119 120[More Information Needed]121 122#### Metrics123 124<!-- These are the evaluation metrics being used, ideally with a description of why. -->125 126[More Information Needed]127 128### Results129 130[More Information Needed]131 132#### Summary133 134 135 136## Model Examination [optional]137 138<!-- Relevant interpretability work for the model goes here -->139 140[More Information Needed]141 142## Environmental Impact143 144<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->145 146Carbon 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).147 148- **Hardware Type:** [More Information Needed]149- **Hours used:** [More Information Needed]150- **Cloud Provider:** [More Information Needed]151- **Compute Region:** [More Information Needed]152- **Carbon Emitted:** [More Information Needed]153 154## Technical Specifications [optional]155 156### Model Architecture and Objective157 158[More Information Needed]159 160### Compute Infrastructure161 162[More Information Needed]163 164#### Hardware165 166[More Information Needed]167 168#### Software169 170[More Information Needed]171 172## Citation [optional]173 174<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->175 176**BibTeX:**177 178[More Information Needed]179 180**APA:**181 182[More Information Needed]183 184## Glossary [optional]185 186<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->187 188[More Information Needed]189 190## More Information [optional]191 192[More Information Needed]193 194## Model Card Authors [optional]195 196[More Information Needed]197 198## Model Card Contact199 200[More Information Needed]