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lmqg
/
mt5-base-dequad-qg

Text2Text Generation
Transformers
PyTorch
German
mt5
question generation
Eval Results
Inference Endpoints
Model card Files Community
1
asahi417 commited on
Commit
02ffc96
•
1 Parent(s): 120d62b

model update

Browse files
Files changed (8) hide show
  1. config.json +1 -1
  2. eval/metric.first.answer.paragraph_answer.question.asahi417_qg_dequad.default.json +1 -0
  3. eval/metric.first.sentence.paragraph_answer.question.asahi417_qg_dequad.default.json +1 -0
  4. eval/samples.test.hyp.paragraph_answer.question.asahi417_qg_dequad.default.txt +0 -0
  5. eval/samples.validation.hyp.paragraph_answer.question.asahi417_qg_dequad.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_dequad/best_model",
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  "add_prefix": false,
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  "architectures": [
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  "MT5ForConditionalGeneration"
 
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  {
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+ "_name_or_path": "lmqg_output/mt5_base_dequad/model_dpyopu/epoch_16",
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  "add_prefix": false,
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  "architectures": [
5
  "MT5ForConditionalGeneration"
eval/metric.first.answer.paragraph_answer.question.asahi417_qg_dequad.default.json ADDED
@@ -0,0 +1 @@
 
 
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+ {"validation": {"Bleu_1": 0.1291280883299436, "Bleu_2": 0.05701743443323407, "Bleu_3": 0.02740860337398949, "Bleu_4": 0.012279285125040772}, "test": {"Bleu_1": 0.10725506307699226, "Bleu_2": 0.04557647022202245, "Bleu_3": 0.02024127591429899, "Bleu_4": 0.008533191918504858}}
eval/metric.first.sentence.paragraph_answer.question.asahi417_qg_dequad.default.json ADDED
@@ -0,0 +1 @@
 
 
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+ {"validation": {"Bleu_1": 0.12974191931846005, "Bleu_2": 0.05724293310417708, "Bleu_3": 0.02759076699158977, "Bleu_4": 0.012377278385198033, "METEOR": 0.15564940795444504, "ROUGE_L": 0.13002149496126614, "BERTScore": 0.8257608360032943, "MoverScore": 0.5714381008263734}, "test": {"Bleu_1": 0.108536892470405, "Bleu_2": 0.0460774951505116, "Bleu_3": 0.020565112444773048, "Bleu_4": 0.008725076003212685, "METEOR": 0.1365307725077819, "ROUGE_L": 0.11103265327794129, "BERTScore": 0.803881755792351, "MoverScore": 0.5572775810948901}}
eval/samples.test.hyp.paragraph_answer.question.asahi417_qg_dequad.default.txt ADDED
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eval/samples.validation.hyp.paragraph_answer.question.asahi417_qg_dequad.default.txt ADDED
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pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
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- size 2329662221
 
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  version https://git-lfs.github.com/spec/v1
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+ oid sha256:6f5e17322ea1c3039e7a2ade747b5f41e5f554659c2258dc859f4d141ba8077d
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+ size 2329666125
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_dequad/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_dequad/model_dpyopu/epoch_16", "sp_model_kwargs": {}, "tokenizer_class": "T5Tokenizer"}
trainer_config.json ADDED
@@ -0,0 +1 @@
 
 
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+ {"dataset_path": "asahi417/qg_dequad", "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": 17, "batch": 4, "lr": 0.0005, "fp16": false, "random_seed": 1, "gradient_accumulation_steps": 16, "label_smoothing": 0.15}