Priyansh Saxena
deploy: production backend code for HF Space
9439512
metadata
license: mit
library_name: transformers
language: en
datasets:
  - your-dataset-name
metrics:
  - rouge
base_model: facebook/bart-large
tags:
  - text2text-generation
  - summarization
  - fine-tuned
pipeline_tag: summarization
model-index:
  - name: fine-tuned-bart-large
    results:
      - task: summarization
        dataset: your-dataset-name
        metrics:
          - rouge1: 0.45
          - rouge2: 0.22
          - rougel: 0.4

Fine-tuned BART Large Model

This repository contains a fine-tuned BART large model for text summarization tasks.

Model Details

  • Base model: facebook/bart-large
  • Fine-tuned on: your-dataset-name
  • License: MIT

Usage

You can load this model using the Hugging Face Transformers library:

from transformers import AutoModelForSeq2SeqLM, AutoTokenizer

model_name = "ArchCoder/fine-tuned-bart-large"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForSeq2SeqLM.from_pretrained(model_name)

Replace "ArchCoder/fine-tuned-bart-large" with your actual model repo name.

Evaluation

The model was evaluated on the your-dataset-name dataset with the following metrics:

  • ROUGE-1: 0.45
  • ROUGE-2: 0.22
  • ROUGE-L: 0.40

License

This model is licensed under the MIT License.