GGUF
Merge
mergekit
lazymergekit
senseable/Westlake-7B-v2
decruz07/kellemar-DPO-Orca-Distilled-7B-SLERP
mlabonne/NeuralMarcoro14-7B
Instructions to use jsfs11/WestOrcaNeuralMarco-DPO-v2-DARETIES-7B-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use jsfs11/WestOrcaNeuralMarco-DPO-v2-DARETIES-7B-GGUF with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf jsfs11/WestOrcaNeuralMarco-DPO-v2-DARETIES-7B-GGUF:Q5_K_M # Run inference directly in the terminal: llama cli -hf jsfs11/WestOrcaNeuralMarco-DPO-v2-DARETIES-7B-GGUF:Q5_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf jsfs11/WestOrcaNeuralMarco-DPO-v2-DARETIES-7B-GGUF:Q5_K_M # Run inference directly in the terminal: llama cli -hf jsfs11/WestOrcaNeuralMarco-DPO-v2-DARETIES-7B-GGUF:Q5_K_M
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf jsfs11/WestOrcaNeuralMarco-DPO-v2-DARETIES-7B-GGUF:Q5_K_M # Run inference directly in the terminal: ./llama-cli -hf jsfs11/WestOrcaNeuralMarco-DPO-v2-DARETIES-7B-GGUF:Q5_K_M
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf jsfs11/WestOrcaNeuralMarco-DPO-v2-DARETIES-7B-GGUF:Q5_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf jsfs11/WestOrcaNeuralMarco-DPO-v2-DARETIES-7B-GGUF:Q5_K_M
Use Docker
docker model run hf.co/jsfs11/WestOrcaNeuralMarco-DPO-v2-DARETIES-7B-GGUF:Q5_K_M
- LM Studio
- Jan
- Ollama
How to use jsfs11/WestOrcaNeuralMarco-DPO-v2-DARETIES-7B-GGUF with Ollama:
ollama run hf.co/jsfs11/WestOrcaNeuralMarco-DPO-v2-DARETIES-7B-GGUF:Q5_K_M
- Unsloth Desktop
- Docker Model Runner
How to use jsfs11/WestOrcaNeuralMarco-DPO-v2-DARETIES-7B-GGUF with Docker Model Runner:
docker model run hf.co/jsfs11/WestOrcaNeuralMarco-DPO-v2-DARETIES-7B-GGUF:Q5_K_M
- Lemonade
How to use jsfs11/WestOrcaNeuralMarco-DPO-v2-DARETIES-7B-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull jsfs11/WestOrcaNeuralMarco-DPO-v2-DARETIES-7B-GGUF:Q5_K_M
Run and chat with the model
lemonade run user.WestOrcaNeuralMarco-DPO-v2-DARETIES-7B-GGUF-Q5_K_M
List all available models
lemonade list
- Atomic Chat
Create README.md
Browse files
README.md
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---
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tags:
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- merge
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- mergekit
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- lazymergekit
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- senseable/Westlake-7B-v2
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- decruz07/kellemar-DPO-Orca-Distilled-7B-SLERP
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- mlabonne/NeuralMarcoro14-7B
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base_model:
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- senseable/Westlake-7B-v2
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- decruz07/kellemar-DPO-Orca-Distilled-7B-SLERP
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- mlabonne/NeuralMarcoro14-7B
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license: apache-2.0
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---
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# WestOrcaNeuralMarco-DPO-v2-DARETIES-7B
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WestOrcaNeuralMarco-DPO-v2-DARETIES-7B is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
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* [senseable/Westlake-7B-v2](https://huggingface.co/senseable/Westlake-7B-v2)
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* [decruz07/kellemar-DPO-Orca-Distilled-7B-SLERP](https://huggingface.co/decruz07/kellemar-DPO-Orca-Distilled-7B-SLERP)
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* [mlabonne/NeuralMarcoro14-7B](https://huggingface.co/mlabonne/NeuralMarcoro14-7B)
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## 🧩 Configuration
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```yaml
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models:
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- model: mistralai/Mistral-7B-v0.1
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# No parameters necessary for base model
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- model: senseable/Westlake-7B-v2
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parameters:
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density: 0.73
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weight: 0.4
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- model: decruz07/kellemar-DPO-Orca-Distilled-7B-SLERP
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parameters:
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density: 0.55
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weight: 0.3
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- model: mlabonne/NeuralMarcoro14-7B
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parameters:
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density: 0.45
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weight: 0.3
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merge_method: dare_ties
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base_model: mistralai/Mistral-7B-v0.1
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parameters:
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int8_mask: true
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dtype: bfloat16
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```
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Credit to Maxime Labonne and his excellent blog [https://mlabonne.github.io/blog/](https://mlabonne.github.io/blog/).
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