Instructions to use tensorblock/FPHam_Writing_Partner_Mistral_7B-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use tensorblock/FPHam_Writing_Partner_Mistral_7B-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="tensorblock/FPHam_Writing_Partner_Mistral_7B-GGUF",
	filename="Writing_Partner_Mistral_7B-Q2_K.gguf",
)

llm.create_chat_completion(
	messages = "No input example has been defined for this model task."
)

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use tensorblock/FPHam_Writing_Partner_Mistral_7B-GGUF with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf tensorblock/FPHam_Writing_Partner_Mistral_7B-GGUF:Q2_K
# Run inference directly in the terminal:
llama-cli -hf tensorblock/FPHam_Writing_Partner_Mistral_7B-GGUF:Q2_K

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf tensorblock/FPHam_Writing_Partner_Mistral_7B-GGUF:Q2_K
# Run inference directly in the terminal:
llama-cli -hf tensorblock/FPHam_Writing_Partner_Mistral_7B-GGUF:Q2_K

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 tensorblock/FPHam_Writing_Partner_Mistral_7B-GGUF:Q2_K
# Run inference directly in the terminal:
./llama-cli -hf tensorblock/FPHam_Writing_Partner_Mistral_7B-GGUF:Q2_K

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 tensorblock/FPHam_Writing_Partner_Mistral_7B-GGUF:Q2_K
# Run inference directly in the terminal:
./build/bin/llama-cli -hf tensorblock/FPHam_Writing_Partner_Mistral_7B-GGUF:Q2_K

Use Docker

docker model run hf.co/tensorblock/FPHam_Writing_Partner_Mistral_7B-GGUF:Q2_K

LM Studio
Jan
Ollama
How to use tensorblock/FPHam_Writing_Partner_Mistral_7B-GGUF with Ollama:
```
ollama run hf.co/tensorblock/FPHam_Writing_Partner_Mistral_7B-GGUF:Q2_K
```

Unsloth Studio

How to use tensorblock/FPHam_Writing_Partner_Mistral_7B-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 tensorblock/FPHam_Writing_Partner_Mistral_7B-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 tensorblock/FPHam_Writing_Partner_Mistral_7B-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for tensorblock/FPHam_Writing_Partner_Mistral_7B-GGUF to start chatting

Docker Model Runner
How to use tensorblock/FPHam_Writing_Partner_Mistral_7B-GGUF with Docker Model Runner:
```
docker model run hf.co/tensorblock/FPHam_Writing_Partner_Mistral_7B-GGUF:Q2_K
```

Lemonade

How to use tensorblock/FPHam_Writing_Partner_Mistral_7B-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull tensorblock/FPHam_Writing_Partner_Mistral_7B-GGUF:Q2_K

Run and chat with the model

lemonade run user.FPHam_Writing_Partner_Mistral_7B-GGUF-Q2_K

List all available models

lemonade list

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d4361fbc64d83fdddf61e7d78f4e3c32a8cf694bf5c4258ca16b5fdddf62b37a
-size 3822035296

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:8924c2f8127506c929a8464836333179034fec898288fa20f7cc27039cc62a29
-size 3164578144

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e7777882fc028eff3b115d74ed1b3b489869fd0498ef4f2faac285fc53ce1feb
-size 4108928416

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:62b181d261ee649e4559317eb243e62e1acca9f15827e4c94809c4a5c8cf4df8
-size 4368450976

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9fdcbbb2c15651668bf6331c0410d4b20298db81fe36456e7272510f67285520
-size 4140385696

tensorblock
/

FPHam_Writing_Partner_Mistral_7B-GGUF

Keep Q2_K/Q3_K_M gguf only