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gpt2-medium-babi
p208p2002/gpt2-medium-babi
gpt2-medium-babi is a text generation model from p208p2002. Use it when you need the model to write or continue text. It is set up for transformers.
Fine tune and evaluate transformer model on facebook's bAbi tasks. Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks
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At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- gpt2
- Access
- Public
- Created
- May 31, 2023
- Updated
- May 31, 2023
- SHA
- cea14fd3
Try a prompt
Datasets
Model card
From the Hugging Face model README
Fine tune and evaluate transformer model on facebook's bAbi tasks.
Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks
Training Code: p208p2002/bAbi-tasks-with-transformer-model
| task_no | task_name | score |
|---|---|---|
| qa1 | single-supporting-fact | 100 |
| qa2 | two-supporting-facts | 99.4 |
| qa3 | three-supporting-facts | 62.0 |
| qa4 | two-arg-relations | 100 |
| qa5 | three-arg-relations | 96.7 |
| qa6 | yes-no-questions | 100 |
| qa7 | counting | 100 |
| qa8 | lists-sets | 97.7 |
| qa9 | simple-negation | 100 |
| qa10 | indefinite-knowledge | 100 |
| qa11 | basic-coreference | 100 |
| qa12 | conjunction | 100 |
| qa13 | compound-coreference | 100 |
| qa14 | time-reasoning | 100 |
| qa15 | basic-deduction | 100 |
| qa16 | basic-induction | 100 |
| qa17 | positional-reasoning | 100 |
| qa18 | size-reasoning | 100 |
| qa19 | path-finding | 100 |
| qa20 | agents-motivations | 100 |
# Please use with the follow template
INPUT_TEMPLATE = """
Context:
{context}
Question:
{question}
Answer:
{answer}
"""
input_text = INPUT_TEMPLATE.format_map({
"context":context,
"question":question,
"answer":answer
}).strip()
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- Created
- May 31, 2023
- Updated
- May 31, 2023