README.md

---
base_model:
- beomi/Llama-3-KoEn-8B-Instruct-preview
- saltlux/Ko-Llama3-Luxia-8B
- cognitivecomputations/dolphin-2.9-llama3-8b
- NousResearch/Meta-Llama-3-8B
- nvidia/Llama3-ChatQA-1.5-8B
- aaditya/Llama3-OpenBioLLM-8B
- Danielbrdz/Barcenas-Llama3-8b-ORPO
- beomi/Llama-3-KoEn-8B-preview
- abacusai/Llama-3-Smaug-8B
- NousResearch/Meta-Llama-3-8B-Instruct
library_name: transformers
tags:
- mergekit
- merge
- llama

---
# YACHT-Llama-3-KoEn-8B-GGUF

<a href="https://ibb.co/SyT5vj5"><img src="https://i.ibb.co/DWXzKJz/Screenshot-2024-05-07-at-3-04-45-AM.png" alt="Screenshot-2024-05-07-at-3-04-45-AM" border="0"></a>

🎵   *[JayLee LLMs Signature Tag] : ✍️ "I need a Jay Jay chat boy"* 🎵  

✨ *Navigating the High Seas of Data: Crafting the Ultimate Yacht Insights with Merged LLMs* ✨

✨ *Aren’t you sometimes tired of just doing LLM & RAG & Normal Chat app? I'll show you a cool app soon integrating this my merged one(Tuned car). It wouldn't be fun if we only developed cars, so life is ultimately about driving cars and socializing with people.* ✨

🧨 *When using the Merge model for commercial purposes, a lot of care is needed. A mix of many models can be good, but it can also pose many risks.* 🧨

Thank you for visiting my page today!

Your donation makes me feel more free in Dev life. Instead, I will provide you with fun and useful software!!!

I haven't even released 0.001% of the software to you yet!!!

"Donation(ETH/USDT) : 0x8BB117dD4Cc0E19E5536ab211070c0dE039a85c0"

Can you borrow your computer power to merge heavy xtuner with my one cuz my com memory said that he is sick  -> DM me!! (code ready)

```

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(.venv) jaylee@lees-MacBook-Pro-2 merge % /opt/homebrew/Cellar/[email protected]/3.12.3/Frameworks/Python.framework/Versions/3.12/lib/python3.12/multiprocessing/resource_tracker.py:254: UserWarning: resource_tracker: There appear to be 1 leaked semaphore objects to clean up at shutdown
  warnings.warn('resource_tracker: There appear to be %d '

```

### ModelFile

```
jaylee@lees-MacBook-Pro-2 youtube % ./ollama create yahht_v1 -f ./gguf/hf_hub/Modelfile_Q5_K_M 
transferring model data 
creating model layer 
creating template layer 
creating system layer 
creating parameters layer 
creating config layer 
using already created layer sha256:2def4bed3c8fe78c1698dd1231f7171d0d2bf486f32f176363355407ade95662 
using already created layer sha256:a6f440dc634252d55a441bbe8710e373456b37a594eb309b765e4ddb03b0872c 
using already created layer sha256:ae2974c64ea5d6f488eeb1b10717a270f48fb3452432589db6f5e60472ae96ac 
writing layer sha256:65439eabce8efb44a58abcb17283801575b1dab665fc6827fb671ce2ab9dc68f 
writing layer sha256:8f48c0791f5b8c657d90f572145ab01ece1309cd1538e25209d2190a9bab5c83 
writing manifest 
success 
```

```
FROM yacht-llama-3-koen-8b-Q5_K_M.gguf
TEMPLATE """
{{- if .System }}
system
<s>{{ .System }}</s>
{{- end }}
user
<s>Human:
{{ .Prompt }}</s>
assistant
<s>Assistant:
"""
SYSTEM """
친절한 챗봇으로서 상대방의 요청에 최대한 자세하고 친절하게 답하자. 모든 대답은 한국어(Korean)으로 대답해줘.
"""
PARAMETER temperature 0.7
PARAMETER num_predict 3000
PARAMETER num_ctx 4096
PARAMETER stop "<s>"
PARAMETER stop "</s>"
```

### Merge Method

This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [NousResearch/Meta-Llama-3-8B](https://huggingface.co/NousResearch/Meta-Llama-3-8B) as a base.

### Models Merged

The following models were included in the merge:
* [beomi/Llama-3-KoEn-8B-Instruct-preview](https://huggingface.co/beomi/Llama-3-KoEn-8B-Instruct-preview)
* [saltlux/Ko-Llama3-Luxia-8B](https://huggingface.co/saltlux/Ko-Llama3-Luxia-8B)
* [cognitivecomputations/dolphin-2.9-llama3-8b](https://huggingface.co/cognitivecomputations/dolphin-2.9-llama3-8b)
* [nvidia/Llama3-ChatQA-1.5-8B](https://huggingface.co/nvidia/Llama3-ChatQA-1.5-8B)
* [aaditya/Llama3-OpenBioLLM-8B](https://huggingface.co/aaditya/Llama3-OpenBioLLM-8B)
* [Danielbrdz/Barcenas-Llama3-8b-ORPO](https://huggingface.co/Danielbrdz/Barcenas-Llama3-8b-ORPO)
* [beomi/Llama-3-KoEn-8B-preview](https://huggingface.co/beomi/Llama-3-KoEn-8B-preview)
* [abacusai/Llama-3-Smaug-8B](https://huggingface.co/abacusai/Llama-3-Smaug-8B)
* [NousResearch/Meta-Llama-3-8B-Instruct](https://huggingface.co/NousResearch/Meta-Llama-3-8B-Instruct)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: NousResearch/Meta-Llama-3-8B
  - model: NousResearch/Meta-Llama-3-8B-Instruct
    parameters:
      density: 0.60  
      weight: 0.25  
  
  - model: beomi/Llama-3-KoEn-8B-preview
    parameters:
      density: 0.55  
      weight: 0.2
  
  - model: saltlux/Ko-Llama3-Luxia-8B
    parameters:
      density: 0.55  
      weight: 0.15
  
  - model: beomi/Llama-3-KoEn-8B-Instruct-preview
    parameters:
      density: 0.55  
      weight: 0.15 
  - model: nvidia/Llama3-ChatQA-1.5-8B
    parameters:
      density: 0.55  
      weight: 0.1  
  - model: cognitivecomputations/dolphin-2.9-llama3-8b
    parameters:
      density: 0.55  
      weight: 0.05  
  - model: Danielbrdz/Barcenas-Llama3-8b-ORPO
    parameters:
      density: 0.55  
      weight: 0.05
  - model: abacusai/Llama-3-Smaug-8B
    parameters:
      density: 0.55  
      weight: 0.05  
  - model: aaditya/Llama3-OpenBioLLM-8B
    parameters:
      density: 0.55  
      weight: 0.1 
merge_method: dare_ties
base_model: NousResearch/Meta-Llama-3-8B
parameters:
  int8_mask: true
dtype: bfloat16
```

### Test
<a href="https://ibb.co/tHkMB64"><img src="https://i.ibb.co/Zft6drV/Screenshot-2024-05-07-at-2-45-38-AM.png" alt="Screenshot-2024-05-07-at-2-45-38-AM" border="0"></a>
<a href="https://ibb.co/JtsN25B"><img src="https://i.ibb.co/V9qdD2j/Screenshot-2024-05-07-at-2-45-55-AM.png" alt="Screenshot-2024-05-07-at-2-45-55-AM" border="0"></a>
<a href="https://ibb.co/X8JhVMk"><img src="https://i.ibb.co/3zhDkQY/Screenshot-2024-05-07-at-2-46-11-AM.png" alt="Screenshot-2024-05-07-at-2-46-11-AM" border="0"></a>
<a href="https://ibb.co/XFZfvLm"><img src="https://i.ibb.co/qmMLPjb/Screenshot-2024-05-07-at-2-46-18-AM.png" alt="Screenshot-2024-05-07-at-2-46-18-AM" border="0"></a>
<a href="https://ibb.co/7Khf8B3"><img src="https://i.ibb.co/YhgCYJ5/Screenshot-2024-05-07-at-2-51-23-AM.png" alt="Screenshot-2024-05-07-at-2-51-23-AM" border="0"></a>
<a href="https://ibb.co/9tsDj40"><img src="https://i.ibb.co/sHyfr14/Screenshot-2024-05-07-at-2-46-48-AM.png" alt="Screenshot-2024-05-07-at-2-46-48-AM" border="0"></a>
<a href="https://ibb.co/z8FmLRz"><img src="https://i.ibb.co/HNCKMzj/Screenshot-2024-05-07-at-2-49-45-AM.png" alt="Screenshot-2024-05-07-at-2-49-45-AM" border="0"></a>
<a href="https://ibb.co/3THJPsG"><img src="https://i.ibb.co/grCnc7H/Screenshot-2024-05-07-at-4-58-18-PM.png" alt="Screenshot-2024-05-07-at-4-58-18-PM" border="0"></a>