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

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

WestOrcaNeuralMarco-DPO-v2-DARETIES-7B

WestOrcaNeuralMarco-DPO-v2-DARETIES-7B is a merge of the following models using LazyMergekit:

🧩 Configuration

models:
  - model: mistralai/Mistral-7B-v0.1
    # No parameters necessary for base model
  - model: senseable/Westlake-7B-v2
    parameters:
      density: 0.73
      weight: 0.4
  - model: decruz07/kellemar-DPO-Orca-Distilled-7B-SLERP
    parameters:
      density: 0.55
      weight: 0.3
  - model: mlabonne/NeuralMarcoro14-7B  
    parameters:
      density: 0.45
      weight: 0.3  
merge_method: dare_ties
base_model: mistralai/Mistral-7B-v0.1
parameters:
  int8_mask: true
dtype: bfloat16

Credit to Maxime Labonne and his excellent blog https://mlabonne.github.io/blog/.

Downloads last month: 158

GGUF

Model size

7B params

Architecture

llama

Hardware compatibility

5-bit

6-bit

8-bit

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Model tree for jsfs11/WestOrcaNeuralMarco-DPO-v2-DARETIES-7B-GGUF

decruz07/kellemar-DPO-Orca-Distilled-7B-SLERP

mlabonne/NeuralMarcoro14-7B

Merge model

this model