How to use hectorruiz9/HECTRON with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="hectorruiz9/HECTRON", filename="Llama-AbadaLabs-HECTRON-8b-instruct-q4_0.gguf", )
output = llm( "Once upon a time,", max_tokens=512, echo=True ) print(output)
How to use hectorruiz9/HECTRON with llama.cpp:
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf hectorruiz9/HECTRON:Q4_0 # Run inference directly in the terminal: llama cli -hf hectorruiz9/HECTRON:Q4_0
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf hectorruiz9/HECTRON:Q4_0 # Run inference directly in the terminal: llama cli -hf hectorruiz9/HECTRON:Q4_0
# 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 hectorruiz9/HECTRON:Q4_0 # Run inference directly in the terminal: ./llama-cli -hf hectorruiz9/HECTRON:Q4_0
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 hectorruiz9/HECTRON:Q4_0 # Run inference directly in the terminal: ./build/bin/llama-cli -hf hectorruiz9/HECTRON:Q4_0
docker model run hf.co/hectorruiz9/HECTRON:Q4_0
How to use hectorruiz9/HECTRON with Ollama:
ollama run hf.co/hectorruiz9/HECTRON:Q4_0
How to use hectorruiz9/HECTRON 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 hectorruiz9/HECTRON 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 hectorruiz9/HECTRON to start chatting
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for hectorruiz9/HECTRON to start chatting
How to use hectorruiz9/HECTRON with Docker Model Runner:
How to use hectorruiz9/HECTRON with Lemonade:
# Download Lemonade from https://lemonade-server.ai/ lemonade pull hectorruiz9/HECTRON:Q4_0
lemonade run user.HECTRON-Q4_0
lemonade list
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