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lmqg
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mt5-base-ruquad-qg

Text2Text Generation
Transformers
PyTorch
Russian
mt5
question generation
Eval Results
Inference Endpoints
text-generation-inference
Model card Files Community
asahi417 commited on
Commit
cd37317
•
1 Parent(s): fb36ca1

model update

Browse files
Files changed (8) hide show
  1. config.json +1 -1
  2. eval/metric.first.answer.paragraph_answer.question.asahi417_qg_ruquad.default.json +1 -0
  3. eval/metric.first.sentence.paragraph_answer.question.asahi417_qg_ruquad.default.json +1 -0
  4. eval/samples.test.hyp.paragraph_answer.question.asahi417_qg_ruquad.default.txt +0 -0
  5. eval/samples.validation.hyp.paragraph_answer.question.asahi417_qg_ruquad.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_ruquad/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_ruquad/model_dpyopu/epoch_15",
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  "add_prefix": false,
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  "architectures": [
5
  "MT5ForConditionalGeneration"
eval/metric.first.answer.paragraph_answer.question.asahi417_qg_ruquad.default.json ADDED
@@ -0,0 +1 @@
 
 
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+ {"validation": {"Bleu_1": 0.3303909698082192, "Bleu_2": 0.26289222834752995, "Bleu_3": 0.2132645658930512, "Bleu_4": 0.17498204366305847}, "test": {"Bleu_1": 0.32844517820723845, "Bleu_2": 0.2614638079098609, "Bleu_3": 0.21291512888360206, "Bleu_4": 0.1752623414192508}}
eval/metric.first.sentence.paragraph_answer.question.asahi417_qg_ruquad.default.json ADDED
@@ -0,0 +1 @@
 
 
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+ {"validation": {"Bleu_1": 0.3313944254744634, "Bleu_2": 0.2636123295092261, "Bleu_3": 0.21379874391378365, "Bleu_4": 0.1754566961638129, "METEOR": 0.28785808932169055, "ROUGE_L": 0.33377804842966247, "BERTScore": 0.8601113620626814, "MoverScore": 0.648352805418163}, "test": {"Bleu_1": 0.33036400543938177, "Bleu_2": 0.26305190662359795, "Bleu_3": 0.2142329460296203, "Bleu_4": 0.1762872999938764, "METEOR": 0.28478453419683164, "ROUGE_L": 0.33020466659222064, "BERTScore": 0.8581777676594822, "MoverScore": 0.6455603400134543}}
eval/samples.test.hyp.paragraph_answer.question.asahi417_qg_ruquad.default.txt ADDED
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eval/samples.validation.hyp.paragraph_answer.question.asahi417_qg_ruquad.default.txt ADDED
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pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
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- oid sha256:4f45ac4acee4fbbedac48785decb85a2898cbaa89197bd5c6decc3d8b4edb799
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- size 2329662221
 
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  version https://git-lfs.github.com/spec/v1
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+ oid sha256:62e8f12feba6389721c597a517151440ef3b825b8496afb247be5f80f1bc48f4
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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_ruquad/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_ruquad/model_dpyopu/epoch_15", "sp_model_kwargs": {}, "tokenizer_class": "T5Tokenizer"}
trainer_config.json ADDED
@@ -0,0 +1 @@
 
 
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+ {"dataset_path": "asahi417/qg_ruquad", "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": 16, "batch": 4, "lr": 0.0005, "fp16": false, "random_seed": 1, "gradient_accumulation_steps": 16, "label_smoothing": 0.15}