mintaeng
/

big_fut_final

@@ -1,204 +1,86 @@
----
-library_name: transformers
-tags:
-- unsloth
-- trl
-- sft
-datasets:
-- mintaeng/llm_futsaldata_yo
-license: apache-2.0
-language:
-- ko
----
-# Model Card for Model ID
-<!-- Provide a quick summary of what the model is/does. -->
-- train for 7h23m
--
-## Model Details
-### Model Description
-<!-- Provide a longer summary of what this model is. -->
-This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
-- **Developed by:** Dongwookss
-- **Model type:** [More Information Needed]
-- **Language(s) (NLP):** Korean
-- **Finetuned from model :** HuggingFaceH4/zephyr-7b-beta
-### 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]

+---
+library_name: transformers
+tags:
+- unsloth
+- trl
+- sft
+datasets:
+- mintaeng/llm_futsaldata_yo
+license: apache-2.0
+language:
+- ko
+---
+# FUT FUT CHAT BOT
+- 오픈소스 모델에 LLM fine tuning 과 RAG 를 적용한 생성형 AI
+- 풋살에 대한 관심이 높아지면서 수요 대비 입문자를 위한 정보 제공 서비스가 필요하다고 느껴 제작하게 됨
+- 풋살 플랫폼에 사용되는 풋살 정보 도우미 챗봇
+- '해요체'로 답하며 문장 끝에 '얼마든지 물어보세요~ 풋풋~!' 을 출력함
+- train for 7h23m
+-
+## HOW TO USE
+## Model Details
+### Model Description
+This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
+- **Developed by:** Dongwookss
+- **Model type:** text generation
+- **Language(s) (NLP):** Korean
+- **Finetuned from model :** HuggingFaceH4/zephyr-7b-beta
+### Data
+https://huggingface.co/datasets/mintaeng/llm_futsaldata_yo
+학습 데이터셋은 beomi/KoAlpaca-v1.1a 를 베이스로 추가, 구축, 전처리 진행한 23.5k 데이터로 튜닝하였습니다.
+데이터셋은 instruction, input, output 으로 구성되어 있으며 tuning 목표에 맞게 말투 수정하였습니다.
+도메인 정보에 대한 데이터 추가하였습니다.
+## Training & Result
+### 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 -->
+### Result
+## Bias, Risks, and Limitations
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+## How to Get Started with the Model
+## Model Examination [optional]
+<!-- Relevant interpretability work for the model goes here -->
+[More Information Needed]
+## Environmental Impact
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+## contributors