commit files to HF hub
Browse files- README.md +18 -18
- eval/metric.first.answer.paragraph_answer.question.lmqg_qg_frquad.default.json +1 -1
- eval/metric.first.sentence.paragraph_answer.question.lmqg_qg_frquad.default.json +1 -1
- eval/samples.test.hyp.paragraph_answer.question.lmqg_qg_frquad.default.txt +0 -0
- eval/samples.validation.hyp.paragraph_answer.question.lmqg_qg_frquad.default.txt +0 -0
README.md
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@@ -33,27 +33,27 @@ model-index:
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metrics:
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- name: BLEU4 (Question Generation)
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type: bleu4_question_generation
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value:
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- name: ROUGE-L (Question Generation)
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type: rouge_l_question_generation
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value:
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- name: METEOR (Question Generation)
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type: meteor_question_generation
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value:
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- name: BERTScore (Question Generation)
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type: bertscore_question_generation
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value:
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- name: MoverScore (Question Generation)
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type: moverscore_question_generation
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value:
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---
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# Model Card of `vocabtrimmer/mt5-small-trimmed-fr-60000-frquad-qg`
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This model is fine-tuned version of [
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### Overview
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- **Language model:** [
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- **Language:** fr
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- **Training data:** [lmqg/qg_frquad](https://huggingface.co/datasets/lmqg/qg_frquad) (default)
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- **Online Demo:** [https://autoqg.net/](https://autoqg.net/)
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| | Score | Type | Dataset |
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|:-----------|--------:|:--------|:-----------------------------------------------------------------|
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| BERTScore |
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| Bleu_1 |
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| Bleu_2 |
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| Bleu_3 |
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| Bleu_4 |
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| METEOR |
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| MoverScore |
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| ROUGE_L |
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@@ -108,12 +108,12 @@ The following hyperparameters were used during fine-tuning:
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- input_types: paragraph_answer
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- output_types: question
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- prefix_types: None
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- model:
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- max_length: 512
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- max_length_output: 32
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- epoch:
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- batch: 16
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- lr: 0.
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- fp16: False
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- random_seed: 1
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- gradient_accumulation_steps: 4
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metrics:
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- name: BLEU4 (Question Generation)
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type: bleu4_question_generation
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value: 6.05
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- name: ROUGE-L (Question Generation)
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type: rouge_l_question_generation
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value: 25.14
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- name: METEOR (Question Generation)
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type: meteor_question_generation
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value: 14.64
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- name: BERTScore (Question Generation)
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type: bertscore_question_generation
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value: 78.03
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- name: MoverScore (Question Generation)
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type: moverscore_question_generation
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value: 54.29
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---
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# Model Card of `vocabtrimmer/mt5-small-trimmed-fr-60000-frquad-qg`
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This model is fine-tuned version of [ckpts/mt5-small-trimmed-fr-60000](https://huggingface.co/ckpts/mt5-small-trimmed-fr-60000) for question generation task on the [lmqg/qg_frquad](https://huggingface.co/datasets/lmqg/qg_frquad) (dataset_name: default) via [`lmqg`](https://github.com/asahi417/lm-question-generation).
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### Overview
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- **Language model:** [ckpts/mt5-small-trimmed-fr-60000](https://huggingface.co/ckpts/mt5-small-trimmed-fr-60000)
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- **Language:** fr
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- **Training data:** [lmqg/qg_frquad](https://huggingface.co/datasets/lmqg/qg_frquad) (default)
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- **Online Demo:** [https://autoqg.net/](https://autoqg.net/)
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| | Score | Type | Dataset |
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|:-----------|--------:|:--------|:-----------------------------------------------------------------|
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| BERTScore | 78.03 | default | [lmqg/qg_frquad](https://huggingface.co/datasets/lmqg/qg_frquad) |
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| Bleu_1 | 25.16 | default | [lmqg/qg_frquad](https://huggingface.co/datasets/lmqg/qg_frquad) |
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| Bleu_2 | 13.62 | default | [lmqg/qg_frquad](https://huggingface.co/datasets/lmqg/qg_frquad) |
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| Bleu_3 | 8.85 | default | [lmqg/qg_frquad](https://huggingface.co/datasets/lmqg/qg_frquad) |
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| Bleu_4 | 6.05 | default | [lmqg/qg_frquad](https://huggingface.co/datasets/lmqg/qg_frquad) |
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| METEOR | 14.64 | default | [lmqg/qg_frquad](https://huggingface.co/datasets/lmqg/qg_frquad) |
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| MoverScore | 54.29 | default | [lmqg/qg_frquad](https://huggingface.co/datasets/lmqg/qg_frquad) |
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| ROUGE_L | 25.14 | default | [lmqg/qg_frquad](https://huggingface.co/datasets/lmqg/qg_frquad) |
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- input_types: paragraph_answer
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- output_types: question
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- prefix_types: None
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- model: ckpts/mt5-small-trimmed-fr-60000
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- max_length: 512
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- max_length_output: 32
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- epoch: 15
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- batch: 16
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- lr: 0.0005
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- fp16: False
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- random_seed: 1
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- gradient_accumulation_steps: 4
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eval/metric.first.answer.paragraph_answer.question.lmqg_qg_frquad.default.json
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{"validation": {"Bleu_1":
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{"validation": {"Bleu_1": 0.2560221214971848, "Bleu_2": 0.1334999688749848, "Bleu_3": 0.08539753277404635, "Bleu_4": 0.0576964460765076}, "test": {"Bleu_1": 0.2504652561055845, "Bleu_2": 0.13536557523114698, "Bleu_3": 0.08786650993016741, "Bleu_4": 0.06007580753309587}}
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eval/metric.first.sentence.paragraph_answer.question.lmqg_qg_frquad.default.json
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{"validation": {"Bleu_1":
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{"validation": {"Bleu_1": 0.2576310793047975, "Bleu_2": 0.1347648746601711, "Bleu_3": 0.0863781168057983, "Bleu_4": 0.05835483236081858, "METEOR": 0.13637530589619343, "ROUGE_L": 0.26853968786569693, "BERTScore": 0.768718460474192, "MoverScore": 0.5390085184058023}, "test": {"Bleu_1": 0.2516083338251711, "Bleu_2": 0.1362446692499852, "Bleu_3": 0.08854043563812196, "Bleu_4": 0.06049580671587121, "METEOR": 0.14636413895787062, "ROUGE_L": 0.25144462549993857, "BERTScore": 0.780288153153793, "MoverScore": 0.5429103204494686}}
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eval/samples.test.hyp.paragraph_answer.question.lmqg_qg_frquad.default.txt
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eval/samples.validation.hyp.paragraph_answer.question.lmqg_qg_frquad.default.txt
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