Instructions to use llmware/slim-sql-tool with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use llmware/slim-sql-tool with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("llmware/slim-sql-tool", dtype="auto")

llama-cpp-python

How to use llmware/slim-sql-tool with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="llmware/slim-sql-tool",
	filename="slim-sql.gguf",
)

output = llm(
	"Once upon a time,",
	max_tokens=512,
	echo=True
)
print(output)

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use llmware/slim-sql-tool with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf llmware/slim-sql-tool
# Run inference directly in the terminal:
llama-cli -hf llmware/slim-sql-tool

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf llmware/slim-sql-tool
# Run inference directly in the terminal:
llama-cli -hf llmware/slim-sql-tool

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 llmware/slim-sql-tool
# Run inference directly in the terminal:
./llama-cli -hf llmware/slim-sql-tool

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 llmware/slim-sql-tool
# Run inference directly in the terminal:
./build/bin/llama-cli -hf llmware/slim-sql-tool

Use Docker

docker model run hf.co/llmware/slim-sql-tool

LM Studio
Jan
Ollama
How to use llmware/slim-sql-tool with Ollama:
```
ollama run hf.co/llmware/slim-sql-tool
```

Unsloth Studio

How to use llmware/slim-sql-tool 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 llmware/slim-sql-tool 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 llmware/slim-sql-tool to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for llmware/slim-sql-tool to start chatting

Atomic Chat new
Docker Model Runner
How to use llmware/slim-sql-tool with Docker Model Runner:
```
docker model run hf.co/llmware/slim-sql-tool
```

Lemonade

How to use llmware/slim-sql-tool with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull llmware/slim-sql-tool

Run and chat with the model

lemonade run user.slim-sql-tool-{{QUANT_TAG}}

List all available models

lemonade list

slim-sql-tool

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Susan Soinsin,53439382,silver,no,112 ,ssinsin
Michael Rogers,88888444,bronze,no,3 ,rogersm
John Jones,9898482,gold,yes,12430,jjns
Melinda Lyons,1234953,silver,no,234,mlyons
Arvind Arora,8998899,gold,yes,42650,aarora
Paul Rinno,3829235,silver,no,1293,prinno
Vinod Aggarwal,9389532,platinum,yes,93540,aggarwal
Bryan Lewis,12399853,gold,no,9732,brlewis
Allison Winters,83902867,gold,yes,15000,wintersall
Wyatt Rivers,73849532,bronze,no,18,wyariv
Olivia Smith,8372639,gold,yes,22500,osmith
Alan Wang,5478320,silver,yes,6000,wangalan
Olivier Dubois,80839204,bronze,no,27,odubois
Wilmer Rodriguez,3674895,platinum,yes,76382,rodwilm
Eliza Listron,8763092,gold,yes,14593,listrone
Kim Yi,3278073,silver,no,873,yikim
Tom Marshall,78368037,silver,no,758 ,marshallt
Douglas Hudson,2378490,gold,yes,10000,huddoug