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--- |
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library_name: peft |
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base_model: meta-llama/Llama-2-7b-chat-hf |
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--- |
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# ์ด๋ ค์ ๋ ์ : ํ์ต์ ์ํค๊ธฐ์ํด System๊ณผ ๋ฆฌ๋ทฐ๋ฌธ์ฅ, ๋ถ๋ฅ์ ์์๋ค์ ์ ์ด๋์์ง๋ง ํ์ต์ด ์ ๋๋ก ๋์ง์์๋ค.. |
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# instruction_prompt_template = """ |
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# ###System;๋๋ ์ฌ์ฉ์์ ๋ฆฌ๋ทฐ๋ฅผ ๊ธ์ ,๋ถ์ ์ค ํ๋๋ก๋ง ํ๋จํด์ผ ํ๋ค. |
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# ### ๋ฆฌ๋ทฐ ๋ฌธ์ฅ: ์ง์ง ์ฌ๋ฐ๋ค ### ๋ถ๋ฅ ๊ฒฐ๊ณผ: ๊ธ์ |
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# ###System;๋๋ ์ฌ์ฉ์์ ๋ฆฌ๋ทฐ๋ฅผ ๊ธ์ ,๋ถ์ ์ค ํ๋๋ก๋ง ํ๋จํด์ผ ํ๋ค. |
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# ### ๋ฆฌ๋ทฐ ๋ฌธ์ฅ: ๋ ์ ๋ป ํ์์ ์ํ๋ณด๊ณ ์ง๋ฃจํด์ ### ๋ถ๋ฅ ๊ฒฐ๊ณผ: ๋ถ์ |
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# ###System;๋๋ ์ฌ์ฉ์์ ๋ฆฌ๋ทฐ๋ฅผ ๊ธ์ ,๋ถ์ ์ค ํ๋๋ก๋ง ํ๋จํด์ผ ํ๋ค. |
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# ### ๋ฆฌ๋ทฐ ๋ฌธ์ฅ: ์ด๋ป๊ฒ ์ด๋ ๊ฒ๊น์ง ์ฌ๋ฏธ์์ ์๊ฐ ์์ง ### ๋ถ๋ฅ ๊ฒฐ๊ณผ: ๋ถ์ |
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# ###System;๋๋ ์ฌ์ฉ์์ ๋ฆฌ๋ทฐ๋ฅผ ๊ธ์ ,๋ถ์ ์ค ํ๋๋ก๋ง ํ๋จํด์ผ ํ๋ค. |
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# ### ๋ฆฌ๋ทฐ ๋ฌธ์ฅ: ์ด๋ฆฐ๊ฒฐ๋ง ์ํ ์ข์ํ๋๋ฐ ์ด ์ํ๊ฐ ์ด๋ฆฐ๊ฒฐ๋ง์ด์ผ ### ๋ถ๋ฅ ๊ฒฐ๊ณผ: ๊ธ์ |
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# ์์์ฒ๋ผ ํ์ต์ ์์ผฐ๊ณ , ์คํ ๋ฌธ์ฅ๋ค์ ์๋์ ๊ฐ๋ค. |
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# evaluation_queries = [ |
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# "์ด๊ฒ ์ฌ๋ฐ๋ค๋ ์ฌ๋๋ค์ด ์ดํด๊ฐ ์๊ฐ" |
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# "๋๋ฌด ํฅ๋ฏธ๋ก์์ ์์ฆ2๋ ๋์์ผ๋ฉด ์ข๊ฒ ์ด์" |
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# "์ด๊ฒ ๋ฌด์จ ์ํ์ผ ์ง๋ฃจํ๊ธฐ์ง์ด์๋ค" |
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# "๋ฐฐ์ธ์ ์ด ๋ง์ ์ํ๋ค์" |
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# ] |
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# ๋ํ ์คํ ๊ฒฐ๊ณผ๋ ์๋์ ๊ฐ๋ค. |
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# - ๋ถ์ ๊ฒฐ๊ณผ 0: ์์๋ช
:๋ญ๋ณถ์ํ,์ต์
:์ค,์๋:ํ๊ทธ๋ฆ |
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# - ๋ถ์ ๊ฒฐ๊ณผ 1: ์์๋ช
:๋์น์ฐ,์ต์
:๋,์๋:ํํ |
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# ์ด๋๋ฅผ ๊ณ ์น๊ณ ์ด๋๋ฅผ ํ์ต์์ผ์ผํ ์ง ์ ๋ชจ๋ฅด๊ฒ ๋ค... |
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# Model Card for Model ID |
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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:** [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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[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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[More Information Needed] |
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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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[More Information Needed] |
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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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[More Information Needed] |
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## Model Card Authors [optional] |
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[More Information Needed] |
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## Model Card Contact |
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[More Information Needed] |
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## Training procedure |
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The following `bitsandbytes` quantization config was used during training: |
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- quant_method: bitsandbytes |
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- load_in_8bit: False |
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- load_in_4bit: True |
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- llm_int8_threshold: 6.0 |
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- llm_int8_skip_modules: None |
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- llm_int8_enable_fp32_cpu_offload: False |
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- llm_int8_has_fp16_weight: False |
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- bnb_4bit_quant_type: nf4 |
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- bnb_4bit_use_double_quant: False |
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- bnb_4bit_compute_dtype: bfloat16 |
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### Framework versions |
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- PEFT 0.7.0 |