Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets new
  • Docs
  • Enterprise
  • Pricing

  • Log In
  • Sign Up

torchsight
/
beam-q8_0

GGUF
cybersecurity
document-classification
ollama
qwen
lora
conversational
Model card Files Files and versions
xet
Community

Instructions to use torchsight/beam-q8_0 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • llama-cpp-python

    How to use torchsight/beam-q8_0 with llama-cpp-python:

    # !pip install llama-cpp-python
    
    from llama_cpp import Llama
    
    llm = Llama.from_pretrained(
    	repo_id="torchsight/beam-q8_0",
    	filename="beam-1.0-q8_0.gguf",
    )
    
    llm.create_chat_completion(
    	messages = "No input example has been defined for this model task."
    )
  • Notebooks
  • Google Colab
  • Kaggle
  • Local Apps
  • llama.cpp

    How to use torchsight/beam-q8_0 with llama.cpp:

    Install from brew
    brew install llama.cpp
    # Start a local OpenAI-compatible server with a web UI:
    llama-server -hf torchsight/beam-q8_0:Q8_0
    # Run inference directly in the terminal:
    llama-cli -hf torchsight/beam-q8_0:Q8_0
    Install from WinGet (Windows)
    winget install llama.cpp
    # Start a local OpenAI-compatible server with a web UI:
    llama-server -hf torchsight/beam-q8_0:Q8_0
    # Run inference directly in the terminal:
    llama-cli -hf torchsight/beam-q8_0:Q8_0
    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 torchsight/beam-q8_0:Q8_0
    # Run inference directly in the terminal:
    ./llama-cli -hf torchsight/beam-q8_0:Q8_0
    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 torchsight/beam-q8_0:Q8_0
    # Run inference directly in the terminal:
    ./build/bin/llama-cli -hf torchsight/beam-q8_0:Q8_0
    Use Docker
    docker model run hf.co/torchsight/beam-q8_0:Q8_0
  • LM Studio
  • Jan
  • Ollama

    How to use torchsight/beam-q8_0 with Ollama:

    ollama run hf.co/torchsight/beam-q8_0:Q8_0
  • Unsloth Studio new

    How to use torchsight/beam-q8_0 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 torchsight/beam-q8_0 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 torchsight/beam-q8_0 to start chatting
    Using HuggingFace Spaces for Unsloth
    # No setup required
    # Open https://huggingface.co/spaces/unsloth/studio in your browser
    # Search for torchsight/beam-q8_0 to start chatting
  • Pi new

    How to use torchsight/beam-q8_0 with Pi:

    Start the llama.cpp server
    # Install llama.cpp:
    brew install llama.cpp
    # Start a local OpenAI-compatible server:
    llama-server -hf torchsight/beam-q8_0:Q8_0
    Configure the model in Pi
    # Install Pi:
    npm install -g @mariozechner/pi-coding-agent
    # Add to ~/.pi/agent/models.json:
    {
      "providers": {
        "llama-cpp": {
          "baseUrl": "http://localhost:8080/v1",
          "api": "openai-completions",
          "apiKey": "none",
          "models": [
            {
              "id": "beam-q8_0"
            }
          ]
        }
      }
    }
    Run Pi
    # Start Pi in your project directory:
    pi
  • Docker Model Runner

    How to use torchsight/beam-q8_0 with Docker Model Runner:

    docker model run hf.co/torchsight/beam-q8_0:Q8_0
  • Lemonade

    How to use torchsight/beam-q8_0 with Lemonade:

    Pull the model
    # Download Lemonade from https://lemonade-server.ai/
    lemonade pull torchsight/beam-q8_0:Q8_0
    Run and chat with the model
    lemonade run user.beam-q8_0-Q8_0
    List all available models
    lemonade list
beam-q8_0
28.6 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 4 commits
idobrovolskyi's picture
idobrovolskyi
Update model card with eval-500 external benchmark + McNemar significance
6848c28 verified 3 days ago
  • .gitattributes
    1.57 kB
    Upload beam-1.0-q8_0.gguf with huggingface_hub about 2 months ago
  • README.md
    3.77 kB
    Update model card with eval-500 external benchmark + McNemar significance 3 days ago
  • beam-1.0-q8_0.gguf
    28.6 GB
    xet
    Upload beam-1.0-q8_0.gguf with huggingface_hub about 2 months ago