MathAndMagic
/

polaris-small

@@ -45,103 +45,103 @@ This model was developed by StarfleetAI with the aim of it being used for autono
 - **License:** Apache license 2.0
 - **Finetuned from model:** `Open-Orca/Mistral-7B-OpenOrca`
-## Uses
 <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
-### Direct Use
 <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
-[More Information Needed]
-### Out-of-Scope Use
 <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
-[More Information Needed]
-## Bias, Risks, and Limitations
 <!-- This section is meant to convey both technical and sociotechnical limitations. -->
-[More Information Needed]
-### Recommendations
 <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
-Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
-## How to Get Started with the Model
-Use the code below to get started with the model.
-[More Information Needed]
 ## Training Details
 You can find the trainer code available [on Github](https://github.com/StarfleetAI/polaris/tree/main/small) under the Apache 2.0 license.
-### Training Data
 <!-- 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. -->
-[More Information Needed]
-### Training Procedure
 <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
-#### Training Hyperparameters
-- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
-## Evaluation
 <!-- This section describes the evaluation protocols and provides the results. -->
-### Testing Data, Factors & Metrics
-#### Testing Data
 <!-- This should link to a Dataset Card if possible. -->
-[More Information Needed]
-#### Factors
 <!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
-[More Information Needed]
-#### Metrics
 <!-- These are the evaluation metrics being used, ideally with a description of why. -->
-[More Information Needed]
-### Results
-[More Information Needed]
-#### Summary
-## Citation
 <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
-**BibTeX:**
-[More Information Needed]
-**APA:**
-[More Information Needed]
-## Model Card Contact
-[More Information Needed]

 - **License:** Apache license 2.0
 - **Finetuned from model:** `Open-Orca/Mistral-7B-OpenOrca`
+<!-- ## Uses -->
 <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+<!-- ### Direct Use -->
 <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+<!-- [More Information Needed] -->
+<!-- ### Out-of-Scope Use -->
 <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+<!-- [More Information Needed] -->
+<!-- ## Bias, Risks, and Limitations -->
 <!-- This section is meant to convey both technical and sociotechnical limitations. -->
+<!-- [More Information Needed] -->
+<!-- ### Recommendations -->
 <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+<!-- Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations. -->
+<!-- ## How to Get Started with the Model -->
+<!-- Use the code below to get started with the model. -->
+<!-- [More Information Needed] -->
 ## Training Details
 You can find the trainer code available [on Github](https://github.com/StarfleetAI/polaris/tree/main/small) under the Apache 2.0 license.
+<!-- ### Training Data -->
 <!-- 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. -->
+<!-- [More Information Needed] -->
+<!-- ### Training Procedure -->
 <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+<!-- #### Training Hyperparameters -->
+<!-- - **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+<!-- ## Evaluation -->
 <!-- This section describes the evaluation protocols and provides the results. -->
+<!-- ### Testing Data, Factors & Metrics -->
+<!-- #### Testing Data -->
 <!-- This should link to a Dataset Card if possible. -->
+<!-- [More Information Needed] -->
+<!-- #### Factors -->
 <!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+<!-- [More Information Needed] -->
+<!-- #### Metrics -->
 <!-- These are the evaluation metrics being used, ideally with a description of why. -->
+<!-- [More Information Needed] -->
+<!-- ### Results -->
+<!-- [More Information Needed] -->
+<!-- #### Summary -->
+<!-- ## Citation -->
 <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+<!-- **BibTeX:** -->
+<!-- [More Information Needed] -->
+<!-- **APA:** -->
+<!-- [More Information Needed] -->
+<!-- ## Model Card Contact -->
+<!-- [More Information Needed] -->