Ubaje/logistics-sql-slm

1---2base_model: microsoft/Phi-3.5-mini-instruct3library_name: peft4pipeline_tag: text-generation5tags:6- base_model:adapter:microsoft/Phi-3.5-mini-instruct7- lora8- sft9- transformers10- trl11---12 13# Model Card for Model ID14 15<!-- Provide a quick summary of what the model is/does. -->16 17 18 19## Model Details20 21### Model Description22 23<!-- Provide a longer summary of what this model is. -->24 25 26 27- **Developed by:** [More Information Needed]28- **Funded by [optional]:** [More Information Needed]29- **Shared by [optional]:** [More Information Needed]30- **Model type:** [More Information Needed]31- **Language(s) (NLP):** [More Information Needed]32- **License:** [More Information Needed]33- **Finetuned from model [optional]:** [More Information Needed]34 35### Model Sources [optional]36 37<!-- Provide the basic links for the model. -->38 39- **Repository:** [More Information Needed]40- **Paper [optional]:** [More Information Needed]41- **Demo [optional]:** [More Information Needed]42 43## Uses44 45<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->46 47### Direct Use48 49<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->50 51[More Information Needed]52 53### Downstream Use [optional]54 55<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->56 57[More Information Needed]58 59### Out-of-Scope Use60 61<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->62 63[More Information Needed]64 65## Bias, Risks, and Limitations66 67<!-- This section is meant to convey both technical and sociotechnical limitations. -->68 69[More Information Needed]70 71### Recommendations72 73<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->74 75Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.76 77## How to Get Started with the Model78 79Use the code below to get started with the model.80 81[More Information Needed]82 83## Training Details84 85### Training Data86 87<!-- 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. -->88 89[More Information Needed]90 91### Training Procedure92 93<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->94 95#### Preprocessing [optional]96 97[More Information Needed]98 99 100#### Training Hyperparameters101 102- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->103 104#### Speeds, Sizes, Times [optional]105 106<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->107 108[More Information Needed]109 110## Evaluation111 112<!-- This section describes the evaluation protocols and provides the results. -->113 114### Testing Data, Factors & Metrics115 116#### Testing Data117 118<!-- This should link to a Dataset Card if possible. -->119 120[More Information Needed]121 122#### Factors123 124<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->125 126[More Information Needed]127 128#### Metrics129 130<!-- These are the evaluation metrics being used, ideally with a description of why. -->131 132[More Information Needed]133 134### Results135 136[More Information Needed]137 138#### Summary139 140 141 142## Model Examination [optional]143 144<!-- Relevant interpretability work for the model goes here -->145 146[More Information Needed]147 148## Environmental Impact149 150<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->151 152Carbon 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).153 154- **Hardware Type:** [More Information Needed]155- **Hours used:** [More Information Needed]156- **Cloud Provider:** [More Information Needed]157- **Compute Region:** [More Information Needed]158- **Carbon Emitted:** [More Information Needed]159 160## Technical Specifications [optional]161 162### Model Architecture and Objective163 164[More Information Needed]165 166### Compute Infrastructure167 168[More Information Needed]169 170#### Hardware171 172[More Information Needed]173 174#### Software175 176[More Information Needed]177 178## Citation [optional]179 180<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->181 182**BibTeX:**183 184[More Information Needed]185 186**APA:**187 188[More Information Needed]189 190## Glossary [optional]191 192<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->193 194[More Information Needed]195 196## More Information [optional]197 198[More Information Needed]199 200## Model Card Authors [optional]201 202[More Information Needed]203 204## Model Card Contact205 206[More Information Needed]207### Framework versions208 209- PEFT 0.19.1