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:
# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("llmware/slim-sql-tool", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use llmware/slim-sql-tool 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 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 serve -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 Desktop
- 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
- Atomic Chat
Download libary_table.csv from llmware/slim-sql-tool: direct link, hf CLI and curl.
- Browser
- Download file 317 Bytes
-
https://huggingface.co/llmware/slim-sql-tool/resolve/1183398a6e2aed2ff8a892f87b4384cbda07a095/libary_table.csv
- Command line
-
hf download hf://llmware/slim-sql-tool@1183398a6e2aed2ff8a892f87b4384cbda07a095/libary_table.csv
-
curl -L -o libary_table.csv https://huggingface.co/llmware/slim-sql-tool/resolve/1183398a6e2aed2ff8a892f87b4384cbda07a095/libary_table.csv
317 Bytes
| library_name,unique_doc_id,blocks,documents,pages,images,tables | |
| finance,801,12894,505,1359,62,220 | |
| human_resources,398,89832,250,2620,128,58 | |
| sales,88,5400,48,584,50,15 | |
| marketing,293,8883,92,2833,300,190 | |
| support,1290,125894,1109,6930,504,250 | |
| product,490,18500,450,5800,999,68 | |
| engineering,650,22093,612,11999,1250,400 |