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Cyronius
/
titler

Summarization
Transformers.js
ONNX
Safetensors
GGUF
English
t5
text2text-generation
title-generation
distillation
tiny-model
edge
Model card Files Files and versions
xet
Community

Instructions to use Cyronius/titler with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers.js

    How to use Cyronius/titler with Transformers.js:

    // npm i @huggingface/transformers
    import { pipeline } from '@huggingface/transformers';
    
    // Allocate pipeline
    const pipe = await pipeline('summarization', 'Cyronius/titler');
  • Notebooks
  • Google Colab
  • Kaggle
  • Local Apps Settings
  • llama.cpp

    How to use Cyronius/titler 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 Cyronius/titler:F16
    # Run inference directly in the terminal:
    llama cli -hf Cyronius/titler:F16
    Install from WinGet (Windows)
    winget install llama.cpp
    # Start a local OpenAI-compatible server with a web UI:
    llama serve -hf Cyronius/titler:F16
    # Run inference directly in the terminal:
    llama cli -hf Cyronius/titler:F16
    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 Cyronius/titler:F16
    # Run inference directly in the terminal:
    ./llama-cli -hf Cyronius/titler:F16
    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 Cyronius/titler:F16
    # Run inference directly in the terminal:
    ./build/bin/llama-cli -hf Cyronius/titler:F16
    Use Docker
    docker model run hf.co/Cyronius/titler:F16
  • LM Studio
  • Jan
  • Ollama

    How to use Cyronius/titler with Ollama:

    ollama run hf.co/Cyronius/titler:F16
  • Unsloth Desktop
  • Docker Model Runner

    How to use Cyronius/titler with Docker Model Runner:

    docker model run hf.co/Cyronius/titler:F16
  • Lemonade

    How to use Cyronius/titler with Lemonade:

    Pull the model
    # Download Lemonade from https://lemonade-server.ai/
    lemonade pull Cyronius/titler:F16
    Run and chat with the model
    lemonade run user.titler-F16
    List all available models
    lemonade list
  • Atomic Chat
titler
76.3 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 19 commits
Cyronius's picture
Cyronius
restore benchmark numbers, architecture table, Python quickstart, prompt-injection example; link EXPERIMENTS.md
c9934fd verified 4 days ago
  • gguf
    v1.5: LMSYS-Chat-1M data expansion, collapse fix, quant benchmark 4 days ago
  • onnx
    v1.5: LMSYS-Chat-1M data expansion, collapse fix, quant benchmark 4 days ago
  • .gitattributes
    1.75 kB
    v1.5: LMSYS-Chat-1M data expansion, collapse fix, quant benchmark 4 days ago
  • README.md
    6.29 kB
    restore benchmark numbers, architecture table, Python quickstart, prompt-injection example; link EXPERIMENTS.md 4 days ago
  • config.json
    682 Bytes
    v1.5: LMSYS-Chat-1M data expansion, collapse fix, quant benchmark 4 days ago
  • generation_config.json
    183 Bytes
    v1.5: LMSYS-Chat-1M data expansion, collapse fix, quant benchmark 4 days ago
  • model.safetensors
    30.4 MB
    xet
    v1.5: LMSYS-Chat-1M data expansion, collapse fix, quant benchmark 4 days ago
  • special_tokens_map.json
    416 Bytes
    v1.5: LMSYS-Chat-1M data expansion, collapse fix, quant benchmark 4 days ago
  • tokenizer.json
    490 kB
    v1.5: LMSYS-Chat-1M data expansion, collapse fix, quant benchmark 4 days ago
  • tokenizer_config.json
    789 Bytes
    v1.5: LMSYS-Chat-1M data expansion, collapse fix, quant benchmark 4 days ago