Instructions to use mradermacher/spellcheck-mistral-7b-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use mradermacher/spellcheck-mistral-7b-GGUF with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("mradermacher/spellcheck-mistral-7b-GGUF", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use mradermacher/spellcheck-mistral-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 mradermacher/spellcheck-mistral-7b-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf mradermacher/spellcheck-mistral-7b-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 mradermacher/spellcheck-mistral-7b-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf mradermacher/spellcheck-mistral-7b-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 mradermacher/spellcheck-mistral-7b-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf mradermacher/spellcheck-mistral-7b-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 mradermacher/spellcheck-mistral-7b-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf mradermacher/spellcheck-mistral-7b-GGUF:Q4_K_M

Use Docker

docker model run hf.co/mradermacher/spellcheck-mistral-7b-GGUF:Q4_K_M

LM Studio
Jan
Ollama
How to use mradermacher/spellcheck-mistral-7b-GGUF with Ollama:
```
ollama run hf.co/mradermacher/spellcheck-mistral-7b-GGUF:Q4_K_M
```
Unsloth Desktop
Docker Model Runner
How to use mradermacher/spellcheck-mistral-7b-GGUF with Docker Model Runner:
```
docker model run hf.co/mradermacher/spellcheck-mistral-7b-GGUF:Q4_K_M
```

Lemonade

How to use mradermacher/spellcheck-mistral-7b-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull mradermacher/spellcheck-mistral-7b-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.spellcheck-mistral-7b-GGUF-Q4_K_M

List all available models

lemonade list

Atomic Chat

mradermacher commited on Jul 31, 2025

Commit

7817496

verified ·

1 Parent(s): 06810b4

auto-patch README.md

Browse files

Files changed (1) hide show

README.md +6 -1

README.md CHANGED Viewed

@@ -7,6 +7,8 @@ language:
 - en
 library_name: transformers
 license: agpl-3.0
 quantized_by: mradermacher
 ---
 ## About
@@ -19,6 +21,9 @@ quantized_by: mradermacher
 static quants of https://huggingface.co/openfoodfacts/spellcheck-mistral-7b
 <!-- provided-files -->
 weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion.
 ## Usage
@@ -62,6 +67,6 @@ questions you might have and/or if you want some other model quantized.
 I thank my company, [nethype GmbH](https://www.nethype.de/), for letting
 me use its servers and providing upgrades to my workstation to enable
-this work in my free time. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to.
 <!-- end -->

 - en
 library_name: transformers
 license: agpl-3.0
+mradermacher:
+  readme_rev: 1
 quantized_by: mradermacher
 ---
 ## About
 static quants of https://huggingface.co/openfoodfacts/spellcheck-mistral-7b
 <!-- provided-files -->
+***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#spellcheck-mistral-7b-GGUF).***
 weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion.
 ## Usage
 I thank my company, [nethype GmbH](https://www.nethype.de/), for letting
 me use its servers and providing upgrades to my workstation to enable
+this work in my free time.
 <!-- end -->