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  Gemma2 2b ํ•œ๊ตญ์–ด ๋ฐฉ์–ธ ํ†ต์—ญ๊ธฐ
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- - Gemma2 2b ๋ชจ๋ธ์„ ํŒŒ์ธํŠœ๋‹ํ•˜์—ฌ ํ‘œ์ค€์–ด์™€ ๋ฐฉ์–ธ์„ ์ƒํ˜ธ ๋ณ€ํ™˜ํ•˜๋Š” ํ”„๋กœ์ ํŠธ ์ž…๋‹ˆ๋‹ค.
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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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- This is the model card of a ๐Ÿค— transformers model that has been pushed on the Hub. This model card has been automatically generated.
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- - **Developed by:** [More Information Needed]
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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:** [More Information Needed]
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- - **Language(s) (NLP):** [More Information Needed]
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- - **License:** [More Information Needed]
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- - **Finetuned from model [optional]:** [More Information Needed]
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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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- #### 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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- #### Software
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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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- [More Information Needed]
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- **APA:**
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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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- ## Model Card Contact
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- [More Information Needed]
 
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  Gemma2 2b ํ•œ๊ตญ์–ด ๋ฐฉ์–ธ ํ†ต์—ญ๊ธฐ
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+ ## Model Description
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+ Gemma2 2b ํ•œ๊ตญ์–ด ๋ฐฉ์–ธ ํ†ต์—ญ๊ธฐ๋Š” ํ•œ๊ตญ์–ด ์‚ฌํˆฌ๋ฆฌ๋ฅผ ํ‘œ์ค€์–ด๋กœ ๋ฒˆ์—ญํ•˜๊ฑฐ๋‚˜ ํ‘œ์ค€์–ด๋ฅผ ํ•œ๊ตญ์–ด ์‚ฌํˆฌ๋ฆฌ๋กœ ๋ณ€ํ™˜ํ•˜๋Š” ํ”„๋กœ์ ํŠธ์˜ ์ผํ™˜์œผ๋กœ ๊ฐœ๋ฐœ๋œ ๋ชจ๋ธ์ž…๋‹ˆ๋‹ค.
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+ ํ•ด๋‹น ๋ชจ๋ธ์€ Gemma2 2b it ๋ชจ๋ธ์„ QLoRa ๊ธฐ๋ฒ•์œผ๋กœ ํŒŒ์ธํŠœ๋‹ํ•˜์—ฌ ์ œ์ž‘ํ•˜์˜€์Šต๋‹ˆ๋‹ค.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ## Uses
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+ ์ด ๋ชจ๋ธ์€ ํ•œ๊ตญ์–ด ๋ฐฉ์–ธ์„ ํ‘œ์ค€ ํ•œ๊ตญ์–ด๋กœ ๋ฒˆ์—ญํ•˜๊ฑฐ๋‚˜ ๊ทธ ๋ฐ˜๋Œ€๋กœ ๋ฒˆ์—ญํ•˜๋Š” ๋ฐ ์ง์ ‘ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์Œ์„ฑ ์ธ์‹ ๋ฐ ๋ฒˆ์—ญ ๋„๊ตฌ๋ฅผ ๊ฐœ๋ฐœํ•˜๋Š” ๊ต์œก์ž, ์–ธ์–ดํ•™์ž, ๊ธฐ์ˆ  ๊ฐœ๋ฐœ์ž์—๊ฒŒ ์œ ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
 
 
 
 
 
 
 
 
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  ## Bias, Risks, and Limitations
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+ ์ด ๋ชจ๋ธ์€ ์ œ์ฃผ ๋ฐฉ์–ธ์— ์ดˆ์ ์„ ๋งž์ถ˜ ํŠน์ • ๋ฐ์ดํ„ฐ ์„ธํŠธ์— ๋งž์ถฐ ๋ฏธ์„ธ ์กฐ์ •๋˜์—ˆ๊ธฐ ๋•Œ๋ฌธ์— ๋‹ค๋ฅธ ๋ฐฉ์–ธ์ด๋‚˜ ์–ธ์–ด์— ๋Œ€ํ•œ ์„ฑ๋Šฅ์ด ์ œํ•œ๋  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
 
 
 
 
 
 
 
 
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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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  ### Training Data
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+ [AI_HUB ์ค‘ยท๋…ธ๋…„์ธต ํ•œ๊ตญ์–ด ๋ฐฉ์–ธ ๋ฐ์ดํ„ฐ (์ถฉ์ฒญ๋„, ์ „๋ผ๋„, ์ œ์ฃผ๋„)](https://aihub.or.kr/aihubdata/data/view.do?currMenu=115&topMenu=100&aihubDataSe=data&dataSetSn=71558)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ## TODO
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  **BibTeX:**
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+ @misc{Gemma2-2b-it-ko-dialect,
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+ author = {Your Name},
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+ title = {Gemma2 2b ํ•œ๊ตญ์–ด ๋ฐฉ์–ธ ํ†ต์—ญ๊ธฐ},
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+ year = {2024},
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+ publisher = {Hugging Face},
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+ note = {https://huggingface.co/sjbaek/gemma2-2b-it-korean-dialec}
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+ }