🚀 Joemgu/long - t5 - base - sumstew 文本摘要模型
本項目的Joemgu/long - t5 - base - sumstew模型基於transformers庫構建，可用於文本摘要任務，支持多種語言，在samsum數據集上有良好表現。
📚 詳細文檔
基本信息
| 屬性 |
詳情 |
| 庫名稱 |
transformers |
| 支持語言 |
英語、德語、法語、意大利語、西班牙語 |
| 數據集 |
Joemgu/sumstew - 16k |
| 任務類型 |
文本摘要 |
模型評估結果
模型Joemgu/long - t5 - base - sumstew在samsum數據集的測試集上進行了評估，以下是各項指標的評估結果：
| 指標類型 |
指標值 |
指標名稱 |
是否驗證 |
驗證令牌 |
| rouge |
26.5351 |
ROUGE - 1 |
是 |
eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMThjYTliNWQxOTQ3MjgxZjRkZjZjNzU5MTczNDJjYmM0MGFmMWUwODgwOGEwYzY0YmEyNTE4MDEzNzg1MTk0ZSIsInZlcnNpb24iOjF9.gEKz5dCMonRJX7VRdw5S5iA0RKoA0aAI0DHskxAPNBXeFFkY - wr2nnKneIpAN4wEgF6dbSRYEJxvMgAesVCiCQ |
| rouge |
6.9939 |
ROUGE - 2 |
是 |
eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYzMwZGZiN2IzYjcxYmU3ZGU1NzVkNjNkM2EyNjlmMWE5YmQxNGQwZTlmYjZhMTMxZjNiNTllYzRjZDdjODY3YyIsInZlcnNpb24iOjF9.oWvLE6hcn5P_JXA2DZNP2Uol7MhgD2GqHkh6HN3hbY6ixfXswTddUgatbo02tKuENsDENwVXBUPs0VR3VcZCAQ |
| rouge |
21.9741 |
ROUGE - L |
是 |
eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMjNjZWY4YjFjNjYyMjFmZjYzMmM1ZDg4ZjQzOTAwYzhmNjEyZGI1MmViODUwNjA0Mjg5MjZmYjhlMzBjMmQyNiIsInZlcnNpb24iOjF9.ZFnsTiNBysR3MS0kE89XOcV6gjvMFKZkcCCdMgTiUkE_Bx8VbKXjidqUT8l2JefPlZI - hAmAN - xF1sgN9vB - Dw |
| rouge |
23.568 |
ROUGE - LSUM |
是 |
eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYTlkYzg3OTZhOGMwNjhhMjUxOWMyNTkxMmY1ODdjNzkzMTVlYjM4MWEwNDY3ZWY4NjU0MDBjMDMzNjgyZmQzMiIsInZlcnNpb24iOjF9.uX8aTsZ8NqjksmtfddDm - LphNwsEmAskhbyH3whwHtxiCi055FjvPxdATowdzCT2j4VNrnvNQSIQvLGjDqUBCg |
| loss |
1.7354282140731812 |
loss |
是 |
eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTNmYjBkZGNkZjc3NjI0ZWMwMTg0NmE3YmM5ZjY5YzI0YjBkZDA2YjY1YzUxZTczNjFkZjE3ODdhNWMxYWRhMiIsInZlcnNpb24iOjF9.mYFe_cV7t7o8gGX23pRTGXw1yIGdupdifNxZ34_phx4fPsFbun9 - 6DD7nr0gR_hamtZ9UOcZo8HuEMjNmEFlCQ |
| gen_len |
16.707 |
gen_len |
是 |
eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiODNiMWNhNmJjN2E2MmNlZDg2ZWQwZmZkN2NhZDk0MzFiOTc3ZmI5MjE1N2M3ODVhYzIwZTY0YjM0MTk0YWQ3MiIsInZlcnNpb24iOjF9.l0eOVQbuhOsKTuCNEsj_Xmnl2UGjfHihQ9JDsFJsEZ4ONe_ziayQsz4NkfCvvcQV6Xfa3uFMH9oQ9kHeQBCdBw |
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Transformers 支持多種語言