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

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

doberst113080 commited on Mar 20, 2024

Commit

0f76da1

verified ·

1 Parent(s): 782ca10

Upload customer_table.csv

Browse files

Files changed (1) hide show

customer_table.csv +20 -20

customer_table.csv CHANGED Viewed

@@ -1,20 +1,20 @@
-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

+customer_name,account_number,customer_level,vip_customer,annual_spend,user_name
+Martha Williams,98320893,gold,yes,63250,mwilliams
+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