Summarization
Transformers.js
ONNX
Safetensors
GGUF
English
t5
text2text-generation
title-generation
distillation
tiny-model
edge
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
| { | |
| "architectures": [ | |
| "T5ForConditionalGeneration" | |
| ], | |
| "classifier_dropout": 0.0, | |
| "d_ff": 1024, | |
| "d_kv": 64, | |
| "d_model": 256, | |
| "decoder_start_token_id": 0, | |
| "dense_act_fn": "relu", | |
| "dropout_rate": 0.1, | |
| "eos_token_id": 1, | |
| "feed_forward_proj": "relu", | |
| "initializer_factor": 1.0, | |
| "is_encoder_decoder": true, | |
| "is_gated_act": false, | |
| "layer_norm_epsilon": 1e-06, | |
| "model_type": "t5", | |
| "num_decoder_layers": 3, | |
| "num_heads": 4, | |
| "num_layers": 3, | |
| "pad_token_id": 0, | |
| "relative_attention_max_distance": 128, | |
| "relative_attention_num_buckets": 32, | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.46.3", | |
| "use_cache": true, | |
| "vocab_size": 8192 | |
| } | |