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lmqg
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mt5-base-itquad-qg

Text2Text Generation
Transformers
PyTorch
Italian
mt5
question generation
Eval Results
Inference Endpoints
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asahi417 commited on
Commit
540123b
•
1 Parent(s): c275005

model update

Browse files
Files changed (8) hide show
  1. config.json +1 -1
  2. eval/metric.first.answer.paragraph_answer.question.asahi417_qg_itquad.default.json +1 -0
  3. eval/metric.first.sentence.paragraph_answer.question.asahi417_qg_itquad.default.json +1 -0
  4. eval/samples.test.hyp.paragraph_answer.question.asahi417_qg_itquad.default.txt +0 -0
  5. eval/samples.validation.hyp.paragraph_answer.question.asahi417_qg_itquad.default.txt +0 -0
  6. pytorch_model.bin +2 -2
  7. tokenizer_config.json +1 -1
  8. trainer_config.json +1 -0
config.json CHANGED
@@ -1,5 +1,5 @@
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  {
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- "_name_or_path": "lmqg_output/mt5_base_itquad/best_model",
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  "add_prefix": false,
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  "architectures": [
5
  "MT5ForConditionalGeneration"
 
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  {
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+ "_name_or_path": "lmqg_output/mt5_base_itquad/model_kxlrmt/epoch_5",
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  "add_prefix": false,
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  "architectures": [
5
  "MT5ForConditionalGeneration"
eval/metric.first.answer.paragraph_answer.question.asahi417_qg_itquad.default.json ADDED
@@ -0,0 +1 @@
 
 
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+ {"validation": {"Bleu_1": 0.23401878019050792, "Bleu_2": 0.15633483630868383, "Bleu_3": 0.10998624229446778, "Bleu_4": 0.0794211822982776}, "test": {"Bleu_1": 0.22257727996485782, "Bleu_2": 0.14568458464151315, "Bleu_3": 0.10121962775847257, "Bleu_4": 0.07256015269662845}}
eval/metric.first.sentence.paragraph_answer.question.asahi417_qg_itquad.default.json ADDED
@@ -0,0 +1 @@
 
 
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+ {"validation": {"Bleu_1": 0.23499982866737215, "Bleu_2": 0.15711379608163004, "Bleu_3": 0.11060310797512053, "Bleu_4": 0.07991889766427443, "METEOR": 0.18960102577913918, "ROUGE_L": 0.2288121971657003, "BERTScore": 0.8204579161604509, "MoverScore": 0.5784773348668857}, "test": {"Bleu_1": 0.23292579590848284, "Bleu_2": 0.15366677175160567, "Bleu_3": 0.10717476541749117, "Bleu_4": 0.07701528877424803, "METEOR": 0.17997929735967222, "ROUGE_L": 0.22511430414292052, "BERTScore": 0.8116317604756539, "MoverScore": 0.5711254911196173}}
eval/samples.test.hyp.paragraph_answer.question.asahi417_qg_itquad.default.txt ADDED
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eval/samples.validation.hyp.paragraph_answer.question.asahi417_qg_itquad.default.txt ADDED
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pytorch_model.bin CHANGED
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- size 2329662221
 
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  version https://git-lfs.github.com/spec/v1
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tokenizer_config.json CHANGED
@@ -1 +1 @@
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- {"eos_token": "</s>", "unk_token": "<unk>", "pad_token": "<pad>", "extra_ids": 0, "additional_special_tokens": null, "special_tokens_map_file": "/home/patrick/.cache/torch/transformers/685ac0ca8568ec593a48b61b0a3c272beee9bc194a3c7241d15dcadb5f875e53.f76030f3ec1b96a8199b2593390c610e76ca8028ef3d24680000619ffb646276", "name_or_path": "lmqg_output/mt5_base_itquad/best_model", "sp_model_kwargs": {}, "tokenizer_class": "T5Tokenizer"}
 
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+ {"eos_token": "</s>", "unk_token": "<unk>", "pad_token": "<pad>", "extra_ids": 0, "additional_special_tokens": null, "special_tokens_map_file": "/home/patrick/.cache/torch/transformers/685ac0ca8568ec593a48b61b0a3c272beee9bc194a3c7241d15dcadb5f875e53.f76030f3ec1b96a8199b2593390c610e76ca8028ef3d24680000619ffb646276", "name_or_path": "lmqg_output/mt5_base_itquad/model_kxlrmt/epoch_5", "sp_model_kwargs": {}, "tokenizer_class": "T5Tokenizer"}
trainer_config.json ADDED
@@ -0,0 +1 @@
 
 
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+ {"dataset_path": "asahi417/qg_itquad", "dataset_name": "default", "input_types": ["paragraph_answer"], "output_types": ["question"], "prefix_types": null, "model": "google/mt5-base", "max_length": 512, "max_length_output": 32, "epoch": 11, "batch": 4, "lr": 0.001, "fp16": false, "random_seed": 1, "gradient_accumulation_steps": 16, "label_smoothing": 0.15}