Instructions to use starble-dev/Mistral-Nemo-12B-Instruct-2407-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use starble-dev/Mistral-Nemo-12B-Instruct-2407-GGUF with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("starble-dev/Mistral-Nemo-12B-Instruct-2407-GGUF", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use starble-dev/Mistral-Nemo-12B-Instruct-2407-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 starble-dev/Mistral-Nemo-12B-Instruct-2407-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf starble-dev/Mistral-Nemo-12B-Instruct-2407-GGUF:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf starble-dev/Mistral-Nemo-12B-Instruct-2407-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf starble-dev/Mistral-Nemo-12B-Instruct-2407-GGUF:Q4_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 starble-dev/Mistral-Nemo-12B-Instruct-2407-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf starble-dev/Mistral-Nemo-12B-Instruct-2407-GGUF:Q4_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 starble-dev/Mistral-Nemo-12B-Instruct-2407-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf starble-dev/Mistral-Nemo-12B-Instruct-2407-GGUF:Q4_K_M

Use Docker

docker model run hf.co/starble-dev/Mistral-Nemo-12B-Instruct-2407-GGUF:Q4_K_M

LM Studio
Jan
Ollama
How to use starble-dev/Mistral-Nemo-12B-Instruct-2407-GGUF with Ollama:
```
ollama run hf.co/starble-dev/Mistral-Nemo-12B-Instruct-2407-GGUF:Q4_K_M
```

Unsloth Studio

How to use starble-dev/Mistral-Nemo-12B-Instruct-2407-GGUF with Unsloth Studio:

Install Unsloth Studio (macOS, Linux, WSL)

curl -fsSL https://unsloth.ai/install.sh | sh
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for starble-dev/Mistral-Nemo-12B-Instruct-2407-GGUF to start chatting

Install Unsloth Studio (Windows)

irm https://unsloth.ai/install.ps1 | iex
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for starble-dev/Mistral-Nemo-12B-Instruct-2407-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for starble-dev/Mistral-Nemo-12B-Instruct-2407-GGUF to start chatting

Docker Model Runner
How to use starble-dev/Mistral-Nemo-12B-Instruct-2407-GGUF with Docker Model Runner:
```
docker model run hf.co/starble-dev/Mistral-Nemo-12B-Instruct-2407-GGUF:Q4_K_M
```

Lemonade

How to use starble-dev/Mistral-Nemo-12B-Instruct-2407-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull starble-dev/Mistral-Nemo-12B-Instruct-2407-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.Mistral-Nemo-12B-Instruct-2407-GGUF-Q4_K_M

List all available models

lemonade list

Atomic Chat

Error loading model

by ajavamind - opened Jul 21, 2024

Discussion

ajavamind

Jul 21, 2024

There is a problem loading model with llamafile version : v0.8.9
llama_model_loader: - type f32: 81 tensors
llama_model_loader: - type q5_K: 241 tensors
llama_model_loader: - type q6_K: 41 tensors
llama_model_load: error loading model: error loading model hyperparameters: invalid n_rot: 128, expected 160
llama_load_model_from_file: failed to load model
llama_init_from_gpt_params: error: failed to load model '/home/andy/Projects/AI/Models/Mistral-Nemo-12B-Instruct-2407-Q5_K_M.gguf'
{"function":"load_model","level":"ERR","line":450,"model":"/home/andy/Projects/AI/Models/Mistral-Nemo-12B-Instruct-2407-Q5_K_M.gguf","msg":"unable to load model","tid":"10733792","timestamp":1721593781}

Any idea what is wrong?

starble-dev

Owner Jul 22, 2024

Currently Mistral-Nemo isn't supported by llama.cpp as it hasn't been merged yet, see pr Mistral Nemo inference support, it's likely it'll be merged soon. If you don't want to wait you can build llama.cpp from iamlemec's mistral-nemo branch at GitHub

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