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  - qlora
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  model_type: llama
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- <!-- # Model Card for Heshamproduct/fine-tuned-llama-3.3-70B -->
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- <!-- Provide a quick summary of what the model is/does. -->
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- <!-- ## Model Details -->
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- <!-- ### Model Description -->
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- <!-- Provide a longer summary of what this model is. -->
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  - **Developed by:** [Hesham Gibriel]
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- <!-- - **Funded by [optional]:** [More Information Needed] -->
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- <!-- - **Shared by [optional]:** [More Information Needed] -->
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  - **Model type:** llama
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  - **Language(s) (NLP):** en
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  - **License:** apache-2.0
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- - **Finetuned from model [optional]:** meta-llama/Llama-3.3-70B-Instruct
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- <!-- ### Model Sources [optional] -->
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- <!-- Provide the basic links for the model. -->
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- - **Repository:** [More Information Needed]
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- - **Paper [optional]:** [More Information Needed]
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- - **Demo [optional]:** [More Information Needed]
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- <!-- ## Uses -->
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- <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
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- <!-- ### Direct Use -->
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- <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
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- [More Information Needed]
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- <!-- ### Downstream Use [optional] -->
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- <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
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- [More Information Needed]
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- <!-- ### Out-of-Scope Use -->
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- <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
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- [More Information Needed]
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- <!-- ## Bias, Risks, and Limitations -->
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- <!-- This section is meant to convey both technical and sociotechnical limitations. -->
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- [More Information Needed]
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- <!-- ### Recommendations -->
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- <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
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- Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
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- <!-- ## How to Get Started with the Model -->
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- Use the code below to get started with the model.
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- [More Information Needed]
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- <!-- ## Training Details -->
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- <!-- ### Training Data -->
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- <!-- 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. -->
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- [More Information Needed]
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- <!-- ### Training Procedure -->
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- <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
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- <!-- #### Preprocessing [optional] -->
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- [More Information Needed]
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- <!-- #### Training Hyperparameters
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- - **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
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- <!-- #### Speeds, Sizes, Times [optional]
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- <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
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- [More Information Needed]
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- ## Evaluation
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- <!-- This section describes the evaluation protocols and provides the results. -->
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- ### Testing Data, Factors & Metrics
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- #### Testing Data
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- <!-- This should link to a Dataset Card if possible. -->
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- [More Information Needed] -->
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- <!-- #### Factors
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- <!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
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- [More Information Needed]
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- #### Metrics
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- <!-- These are the evaluation metrics being used, ideally with a description of why. -->
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- [More Information Needed]
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- ### Results
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- [More Information Needed] -->
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- <!-- #### Summary
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- ## Model Examination [optional]
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- <!-- Relevant interpretability work for the model goes here -->
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- [More Information Needed]
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- ## Environmental Impact
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- <!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
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- Carbon 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).
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- - **Hardware Type:** [More Information Needed]
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- - **Hours used:** [More Information Needed]
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- - **Cloud Provider:** [More Information Needed]
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- - **Compute Region:** [More Information Needed]
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- - **Carbon Emitted:** [More Information Needed] -->
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- <!-- ## Technical Specifications [optional]
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- ### Model Architecture and Objective
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- [More Information Needed]
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- ### Compute Infrastructure
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- #### Hardware
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- [More Information Needed]
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- #### Software
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- [More Information Needed] -->
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- <!-- ## Citation [optional] -->
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- <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
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- <!-- **BibTeX:** -->
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- <!-- **APA:** -->
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- [More Information Needed]
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- ## Glossary [optional]
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- <!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
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- [More Information Needed]
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- <!-- ## More Information [optional] -->
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- <!-- ## Model Card Authors [optional] -->
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- [More Information Needed] --> -->
 
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  - qlora
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  model_type: llama
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  - **Developed by:** [Hesham Gibriel]
 
 
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  - **Model type:** llama
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  - **Language(s) (NLP):** en
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  - **License:** apache-2.0
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+ - **Finetuned from model [optional]:** meta-llama/Llama-3.3-70B-Instruct