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Model: dnotitia/Llama-DNA-1.0-8B-Instruct-GGUF
Source: Original Platform

README.md

@@ -0,0 +1,99 @@
+---
+language:
+- en
+- ko
+license: cc-by-nc-4.0
+tags:
+- dnotitia
+- nlp
+- llm
+- slm
+- conversation
+- chat
+- gguf
+base_model:
+- dnotitia/Llama-DNA-1.0-8B-Instruct
+library_name: transformers
+pipeline_tag: text-generation
+---
+
+# DNA 1.0 8B Instruct GGUF
+
+<p align="center">
+<img src="assets/dna-logo.png" width="400" style="margin: 40px auto;">
+</p>
+
+**DNA 1.0 8B Instruct** is a <u>state-of-the-art (**SOTA**)</u> bilingual language model based on Llama architecture, specifically optimized for Korean language understanding and generation, while also maintaining strong English capabilities. The model was developed through a sophisticated process involving model merging via spherical linear interpolation (**SLERP**) with Llama 3.1 8B Instruct, and underwent knowledge distillation (**KD**) using Llama 3.1 405B as the teacher model. It was extensively trained through continual pre-training (**CPT**) with a high-quality Korean dataset. The training pipeline was completed with supervised fine-tuning (**SFT**) and direct preference optimization (**DPO**) to align with human preferences and enhance instruction-following abilities.
+
+<p align="center">
+<img src="assets/training-procedure.png" width="600" style="margin: 40px auto;">
+</p>
+
+## Quickstart
+
+We offer weights in `F32`, `F16` formats and quantized weights in `Q8_0`, `Q6_K`, `Q5_K`, `Q4_K`, `Q3_K` and `Q2_K` formats.
+
+You can run GGUF weights with `llama.cpp` as follows:
+
+1. Install `llama.cpp`. Please refer to the [llama.cpp repository](https://github.com/ggerganov/llama.cpp) for more details.
+
+2. Download DNA 1.0 8B Instruct model in GGUF format.
+
+```bash
+# Install huggingface_hub if not already installed
+$ pip install huggingface_hub[cli]
+
+# Download the GGUF weights
+$ huggingface-cli download dnotitia/Llama-DNA-1.0-8B-Instruct-GGUF \
+    --include "Llama-DNA-1.0-8B-Instruct-Q8_0.gguf" \
+    --local-dir .
+```
+
+3. Run the model with `llama.cpp` in conversational mode.
+
+```bash
+$ llama-cli -cnv -m ./Llama-DNA-1.0-8B-Instruct-Q8_0.gguf \
+    -p "You are a helpful assistant, Dnotitia DNA."
+```
+
+## Ollama
+
+DNA 1.0 8B Instruct model is compatible with Ollama. You can use it as follows:
+
+1. Install Ollama. Please refer to the [Ollama repository](https://github.com/ollama/ollama) for more details.
+
+2. Run the [model](https://ollama.com/dnotitia/dna) with Ollama.
+
+```bash
+$ ollama run dnotitia/dna
+```
+
+## Limitations
+
+While DNA 1.0 8B Instruct demonstrates strong performance, users should be aware of the following limitations:
+
+- The model may occasionally generate biased or inappropriate content.
+- Responses are based on training data and may not reflect current information.
+- The model may sometimes produce factually incorrect or inconsistent answers.
+- Performance may vary depending on the complexity and domain of the task.
+- Generated content should be reviewed for accuracy and appropriateness.
+
+## License
+
+The model is released under the CC BY-NC 4.0 license. For commercial usage inquiries, please [Contact us](https://www.dnotitia.com/contact/post-form).
+
+## Citation
+
+If you use or discuss this model in your academic research, please cite the project to help spread awareness:
+
+```
+@misc{lee2025dna10technicalreport,
+      title={DNA 1.0 Technical Report}, 
+      author={Jungyup Lee and Jemin Kim and Sang Park and SeungJae Lee},
+      year={2025},
+      eprint={2501.10648},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2501.10648}, 
+}
+```