Summarization
Transformers
PyTorch
English
t5
text2text-generation
Trained with AutoTrain
text-generation-inference
# Use a pipeline as a high-level helper
# Warning: Pipeline type "summarization" is no longer supported in transformers v5.
# You must load the model directly (see below) or downgrade to v4.x with:
# 'pip install "transformers<5.0.0'
from transformers import pipeline
pipe = pipeline("summarization", model="lollo21/will-summariser-ai")# Load model directly
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
tokenizer = AutoTokenizer.from_pretrained("lollo21/will-summariser-ai")
model = AutoModelForSeq2SeqLM.from_pretrained("lollo21/will-summariser-ai")Quick Links
Model Trained Using AutoTrain
- Problem type: Summarization
- Model ID: 49731119773
- CO2 Emissions (in grams): 2.5218
Validation Metrics
- Loss: 2.472
- Rouge1: 19.992
- Rouge2: 9.997
- RougeL: 17.035
- RougeLsum: 18.476
- Gen Len: 19.000
Usage
You can use cURL to access this model:
$ curl -X POST -H "Authorization: Bearer YOUR_HUGGINGFACE_API_KEY" -H "Content-Type: application/json" -d '{"inputs": "I love AutoTrain"}' https://api-inference.huggingface.co/Lollo21/autotrain-will-summariser-49731119773
- Downloads last month
- -
# Gated model: Login with a HF token with gated access permission hf auth login