How to use ruslanmv/instructLab-granite-7b-lab-text-to-sql with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="ruslanmv/instructLab-granite-7b-lab-text-to-sql", filename="ggml-model-f16.gguf", )
llm.create_chat_completion( messages = "No input example has been defined for this model task." )
How to use ruslanmv/instructLab-granite-7b-lab-text-to-sql with llama.cpp:
brew install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf ruslanmv/instructLab-granite-7b-lab-text-to-sql:F16 # Run inference directly in the terminal: llama-cli -hf ruslanmv/instructLab-granite-7b-lab-text-to-sql:F16
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf ruslanmv/instructLab-granite-7b-lab-text-to-sql:F16 # Run inference directly in the terminal: llama-cli -hf ruslanmv/instructLab-granite-7b-lab-text-to-sql:F16
# 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 ruslanmv/instructLab-granite-7b-lab-text-to-sql:F16 # Run inference directly in the terminal: ./llama-cli -hf ruslanmv/instructLab-granite-7b-lab-text-to-sql:F16
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 ruslanmv/instructLab-granite-7b-lab-text-to-sql:F16 # Run inference directly in the terminal: ./build/bin/llama-cli -hf ruslanmv/instructLab-granite-7b-lab-text-to-sql:F16
docker model run hf.co/ruslanmv/instructLab-granite-7b-lab-text-to-sql:F16
How to use ruslanmv/instructLab-granite-7b-lab-text-to-sql with Ollama:
ollama run hf.co/ruslanmv/instructLab-granite-7b-lab-text-to-sql:F16
How to use ruslanmv/instructLab-granite-7b-lab-text-to-sql with Unsloth Studio:
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 ruslanmv/instructLab-granite-7b-lab-text-to-sql to start chatting
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 ruslanmv/instructLab-granite-7b-lab-text-to-sql to start chatting
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for ruslanmv/instructLab-granite-7b-lab-text-to-sql to start chatting
How to use ruslanmv/instructLab-granite-7b-lab-text-to-sql with Docker Model Runner:
How to use ruslanmv/instructLab-granite-7b-lab-text-to-sql with Lemonade:
# Download Lemonade from https://lemonade-server.ai/ lemonade pull ruslanmv/instructLab-granite-7b-lab-text-to-sql:F16
lemonade run user.instructLab-granite-7b-lab-text-to-sql-F16
lemonade list
This is the version of the Granite-7B-Lab model fine-tuned for text-to-SQL generated by InstructLab Version.
Chat template
16-bit
