Instructions to use llmware/slim-sql-tool with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
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
- 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 new
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
- 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
| customer_name,account_number,customer_level,vip_customer,annual_spend,user_name | |
| Martha Williams,98320893,gold,yes,"$63,250 ",mwilliams | |
| Susan Soinsin,53439382,silver,no,$112 ,ssinsin | |
| Michael Rogers,88888444,bronze,no,$3 ,rogersm | |
| John Jones,9898482,gold,yes,"$12,430 ",jjns | |
| Melinda Lyons,1234953,silver,no,$234 ,mlyons | |
| Arvind Arora,8998899,gold,yes,"$42,650 ",aarora | |
| Paul Rinno,3829235,silver,no,"$1,293 ",prinno | |
| Vinod Aggarwal,9389532,platinum,yes,"$93,540 ",aggarwal | |
| Bryan Lewis,12399853,gold,no,"$9,732 ",brlewis | |
| Allison Winters,83902867,gold,yes,"$15,000 ",wintersall | |
| Wyatt Rivers,73849532,bronze,no,$18 ,wyariv | |
| Olivia Smith,8372639,gold,yes,"$22,500 ",osmith | |
| Alan Wang,5478320,silver,yes,"$6,000 ",wangalan | |
| Olivier Dubois,80839204,bronze,no,$27 ,odubois | |
| Wilmer Rodriguez,3674895,platinum,yes,"$76,382 ",rodwilm | |
| Eliza Listron,8763092,gold,yes,"$14,593 ",listrone | |
| Kim Yi,3278073,silver,no,$873 ,yikim | |
| Tom Marshall,78368037,silver,no,$758 ,marshallt | |
| Douglas Hudson,2378490,gold,yes,"$10,000 ",huddoug |