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Model: afrideva/phi-2-code-instruct-GGUF
Source: Original Platform

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README.md

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+---
+base_model: parsak/phi-2-code-instruct
+datasets:
+- sahil2801/CodeAlpaca-20k
+inference: false
+language:
+- en
+license: mit
+model_creator: parsak
+model_name: phi-2-code-instruct
+pipeline_tag: text-generation
+quantized_by: afrideva
+tags:
+- code
+- gguf
+- ggml
+- quantized
+- q2_k
+- q3_k_m
+- q4_k_m
+- q5_k_m
+- q6_k
+- q8_0
+---
+# parsak/phi-2-code-instruct-GGUF
+
+Quantized GGUF model files for [phi-2-code-instruct](https://huggingface.co/parsak/phi-2-code-instruct) from [parsak](https://huggingface.co/parsak)
+
+
+| Name | Quant method | Size |
+| ---- | ---- | ---- |
+| [phi-2-code-instruct.fp16.gguf](https://huggingface.co/afrideva/phi-2-code-instruct-GGUF/resolve/main/phi-2-code-instruct.fp16.gguf) | fp16 | 5.56 GB  |
+| [phi-2-code-instruct.q2_k.gguf](https://huggingface.co/afrideva/phi-2-code-instruct-GGUF/resolve/main/phi-2-code-instruct.q2_k.gguf) | q2_k | 1.11 GB  |
+| [phi-2-code-instruct.q3_k_m.gguf](https://huggingface.co/afrideva/phi-2-code-instruct-GGUF/resolve/main/phi-2-code-instruct.q3_k_m.gguf) | q3_k_m | 1.43 GB  |
+| [phi-2-code-instruct.q4_k_m.gguf](https://huggingface.co/afrideva/phi-2-code-instruct-GGUF/resolve/main/phi-2-code-instruct.q4_k_m.gguf) | q4_k_m | 1.74 GB  |
+| [phi-2-code-instruct.q5_k_m.gguf](https://huggingface.co/afrideva/phi-2-code-instruct-GGUF/resolve/main/phi-2-code-instruct.q5_k_m.gguf) | q5_k_m | 2.00 GB  |
+| [phi-2-code-instruct.q6_k.gguf](https://huggingface.co/afrideva/phi-2-code-instruct-GGUF/resolve/main/phi-2-code-instruct.q6_k.gguf) | q6_k | 2.29 GB  |
+| [phi-2-code-instruct.q8_0.gguf](https://huggingface.co/afrideva/phi-2-code-instruct-GGUF/resolve/main/phi-2-code-instruct.q8_0.gguf) | q8_0 | 2.96 GB  |
+
+
+
+## Original Model Card:
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+This modelcard aims to be a base template for new models. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/modelcard_template.md?plain=1).
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [Parsa K.]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [English, Python (Responses in other programming languages might be inconsistent)]
+- **License:** [MIT]
+- **Finetuned from model [optional]:** [[microsoft/phi-2](https://huggingface.co/microsoft/phi-2)]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## 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]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged 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
+
+### 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. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### 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 -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## 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
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+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).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- 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]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]

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