Quantization made by Richard Erkhov.

[Github](https://github.com/RichardErkhov)

[Discord](https://discord.gg/pvy7H8DZMG)

[Request more models](https://github.com/RichardErkhov/quant_request)


ft-solar-10.7b-v2.1-dpo - GGUF
- Model creator: https://huggingface.co/ifuseok/
- Original model: https://huggingface.co/ifuseok/ft-solar-10.7b-v2.1-dpo/


| Name | Quant method | Size |
| ---- | ---- | ---- |
| [ft-solar-10.7b-v2.1-dpo.Q2_K.gguf](https://huggingface.co/RichardErkhov/ifuseok_-_ft-solar-10.7b-v2.1-dpo-gguf/blob/main/ft-solar-10.7b-v2.1-dpo.Q2_K.gguf) | Q2_K | 3.73GB |
| [ft-solar-10.7b-v2.1-dpo.IQ3_XS.gguf](https://huggingface.co/RichardErkhov/ifuseok_-_ft-solar-10.7b-v2.1-dpo-gguf/blob/main/ft-solar-10.7b-v2.1-dpo.IQ3_XS.gguf) | IQ3_XS | 4.14GB |
| [ft-solar-10.7b-v2.1-dpo.IQ3_S.gguf](https://huggingface.co/RichardErkhov/ifuseok_-_ft-solar-10.7b-v2.1-dpo-gguf/blob/main/ft-solar-10.7b-v2.1-dpo.IQ3_S.gguf) | IQ3_S | 4.37GB |
| [ft-solar-10.7b-v2.1-dpo.Q3_K_S.gguf](https://huggingface.co/RichardErkhov/ifuseok_-_ft-solar-10.7b-v2.1-dpo-gguf/blob/main/ft-solar-10.7b-v2.1-dpo.Q3_K_S.gguf) | Q3_K_S | 4.34GB |
| [ft-solar-10.7b-v2.1-dpo.IQ3_M.gguf](https://huggingface.co/RichardErkhov/ifuseok_-_ft-solar-10.7b-v2.1-dpo-gguf/blob/main/ft-solar-10.7b-v2.1-dpo.IQ3_M.gguf) | IQ3_M | 4.51GB |
| [ft-solar-10.7b-v2.1-dpo.Q3_K.gguf](https://huggingface.co/RichardErkhov/ifuseok_-_ft-solar-10.7b-v2.1-dpo-gguf/blob/main/ft-solar-10.7b-v2.1-dpo.Q3_K.gguf) | Q3_K | 4.84GB |
| [ft-solar-10.7b-v2.1-dpo.Q3_K_M.gguf](https://huggingface.co/RichardErkhov/ifuseok_-_ft-solar-10.7b-v2.1-dpo-gguf/blob/main/ft-solar-10.7b-v2.1-dpo.Q3_K_M.gguf) | Q3_K_M | 4.84GB |
| [ft-solar-10.7b-v2.1-dpo.Q3_K_L.gguf](https://huggingface.co/RichardErkhov/ifuseok_-_ft-solar-10.7b-v2.1-dpo-gguf/blob/main/ft-solar-10.7b-v2.1-dpo.Q3_K_L.gguf) | Q3_K_L | 5.26GB |
| [ft-solar-10.7b-v2.1-dpo.IQ4_XS.gguf](https://huggingface.co/RichardErkhov/ifuseok_-_ft-solar-10.7b-v2.1-dpo-gguf/blob/main/ft-solar-10.7b-v2.1-dpo.IQ4_XS.gguf) | IQ4_XS | 5.43GB |
| [ft-solar-10.7b-v2.1-dpo.Q4_0.gguf](https://huggingface.co/RichardErkhov/ifuseok_-_ft-solar-10.7b-v2.1-dpo-gguf/blob/main/ft-solar-10.7b-v2.1-dpo.Q4_0.gguf) | Q4_0 | 5.66GB |
| [ft-solar-10.7b-v2.1-dpo.IQ4_NL.gguf](https://huggingface.co/RichardErkhov/ifuseok_-_ft-solar-10.7b-v2.1-dpo-gguf/blob/main/ft-solar-10.7b-v2.1-dpo.IQ4_NL.gguf) | IQ4_NL | 5.72GB |
| [ft-solar-10.7b-v2.1-dpo.Q4_K_S.gguf](https://huggingface.co/RichardErkhov/ifuseok_-_ft-solar-10.7b-v2.1-dpo-gguf/blob/main/ft-solar-10.7b-v2.1-dpo.Q4_K_S.gguf) | Q4_K_S | 5.7GB |
| [ft-solar-10.7b-v2.1-dpo.Q4_K.gguf](https://huggingface.co/RichardErkhov/ifuseok_-_ft-solar-10.7b-v2.1-dpo-gguf/blob/main/ft-solar-10.7b-v2.1-dpo.Q4_K.gguf) | Q4_K | 6.02GB |
| [ft-solar-10.7b-v2.1-dpo.Q4_K_M.gguf](https://huggingface.co/RichardErkhov/ifuseok_-_ft-solar-10.7b-v2.1-dpo-gguf/blob/main/ft-solar-10.7b-v2.1-dpo.Q4_K_M.gguf) | Q4_K_M | 6.02GB |
| [ft-solar-10.7b-v2.1-dpo.Q4_1.gguf](https://huggingface.co/RichardErkhov/ifuseok_-_ft-solar-10.7b-v2.1-dpo-gguf/blob/main/ft-solar-10.7b-v2.1-dpo.Q4_1.gguf) | Q4_1 | 6.27GB |
| [ft-solar-10.7b-v2.1-dpo.Q5_0.gguf](https://huggingface.co/RichardErkhov/ifuseok_-_ft-solar-10.7b-v2.1-dpo-gguf/blob/main/ft-solar-10.7b-v2.1-dpo.Q5_0.gguf) | Q5_0 | 6.89GB |
| [ft-solar-10.7b-v2.1-dpo.Q5_K_S.gguf](https://huggingface.co/RichardErkhov/ifuseok_-_ft-solar-10.7b-v2.1-dpo-gguf/blob/main/ft-solar-10.7b-v2.1-dpo.Q5_K_S.gguf) | Q5_K_S | 6.89GB |
| [ft-solar-10.7b-v2.1-dpo.Q5_K.gguf](https://huggingface.co/RichardErkhov/ifuseok_-_ft-solar-10.7b-v2.1-dpo-gguf/blob/main/ft-solar-10.7b-v2.1-dpo.Q5_K.gguf) | Q5_K | 7.08GB |
| [ft-solar-10.7b-v2.1-dpo.Q5_K_M.gguf](https://huggingface.co/RichardErkhov/ifuseok_-_ft-solar-10.7b-v2.1-dpo-gguf/blob/main/ft-solar-10.7b-v2.1-dpo.Q5_K_M.gguf) | Q5_K_M | 7.08GB |
| [ft-solar-10.7b-v2.1-dpo.Q5_1.gguf](https://huggingface.co/RichardErkhov/ifuseok_-_ft-solar-10.7b-v2.1-dpo-gguf/blob/main/ft-solar-10.7b-v2.1-dpo.Q5_1.gguf) | Q5_1 | 7.51GB |
| [ft-solar-10.7b-v2.1-dpo.Q6_K.gguf](https://huggingface.co/RichardErkhov/ifuseok_-_ft-solar-10.7b-v2.1-dpo-gguf/blob/main/ft-solar-10.7b-v2.1-dpo.Q6_K.gguf) | Q6_K | 8.2GB |
| [ft-solar-10.7b-v2.1-dpo.Q8_0.gguf](https://huggingface.co/RichardErkhov/ifuseok_-_ft-solar-10.7b-v2.1-dpo-gguf/blob/main/ft-solar-10.7b-v2.1-dpo.Q8_0.gguf) | Q8_0 | 10.62GB |




Original model description:
---
language:
- ko
pipeline_tag: text-generation
datasets:
- nlpai-lab/databricks-dolly-15k-ko
- kyujinpy/KOR-OpenOrca-Platypus-v3
- KETI-AIR/kor_boolq
- heegyu/open-korean-instructions
license: cc-by-nc-sa-4.0
---

**Input** Models input text only.

**Output** Models generate text only.

**Base Model**  [yanolja/KoSOLAR-10.7B-v0.1](https://huggingface.co/yanolja/KoSOLAR-10.7B-v0.1-deprecated)   

**Training Dataset**  
- [nlpai-lab/databricks-dolly-15k-ko](https://huggingface.co/datasets/nlpai-lab/databricks-dolly-15k-ko)
- [kyujinpy/KOR-OpenOrca-Platypus-v3](https://huggingface.co/datasets/kyujinpy/KOR-OpenOrca-Platypus-v3)
- [heegyu/open-korean-instructions](heegyu/open-korean-instructions)
- [KETI-AIR/kor_boolq](https://huggingface.co/datasets/KETI-AIR/kor_boolq)
- [AIhub 영한 번역 데이터 일부](https://aihub.or.kr/aihubdata/data/view.do?currMenu=115&topMenu=100&dataSetSn=71593)

# Implementation Code
```python
from transformers import AutoModelForCausalLM, AutoTokenizer
import torch
repo = "ifuseok/sft-solar-10.7b-v2.1-dpo"
OpenOrca = AutoModelForCausalLM.from_pretrained(
        repo,
        return_dict=True,
        torch_dtype=torch.float16,
        device_map='auto'
)
OpenOrca_tokenizer = AutoTokenizer.from_pretrained(repo)
```

# Prompt Example
```
### System:
시스템 메시지 입니다. 
### User:
유저  입니다.
### Assistant
어시스턴트 입니다.
```