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--- |
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base_model: unsloth/qwen2.5-coder-32b-instruct-bnb-4bit |
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library_name: peft |
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datasets: |
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- 100suping/ko-bird-sql-schema |
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- won75/text_to_sql_ko |
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language: |
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- ko |
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pipeline_tag: text-generation |
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tags: |
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- SQL |
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- lora |
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- adapter |
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- instruction-tuning |
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--- |
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# 100suping/Qwen2.5-Coder-34B-Instruct-kosql-adapter |
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<!-- Provide a quick summary of what the model is/does. --> |
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This Repo contains **LoRA (Low-Rank Adaptation) Adapter** for [unsloth/qwen2.5-coder-32b-instruct] |
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This adapter was created through **instruction tuning**. |
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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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- **Base Model:** unsloth/Qwen2.5-Coder-32B-Instruct |
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- **Task:** Instruction Following(Korean) |
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- **Language:** English (or relevant language) |
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- **Training Data:** 100suping/ko-bird-sql-schema, won75/text_to_sql_ko |
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- **Model type:** Causal Language Models. |
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- **Language(s) (NLP):** Multi-Language |
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## How to Get Started with the Model |
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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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To use this LoRA adapter, refer to the following code: |
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### Prompt |
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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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``` |
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``` |
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### Inference |
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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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``` |
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``` |
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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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## 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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``` |
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``` |
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#### Preprocessing [optional] |
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``` |
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``` |
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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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## 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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### Framework versions |
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- PEFT 0.13.2 |
