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H2-keywordextractor-finetuned-scope-summarization

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  1. README.md +27 -27
  2. config.json +1 -1
  3. generation_config.json +1 -1
  4. model.safetensors +1 -1
  5. runs/Apr13_21-13-22_n7nm3al89c/events.out.tfevents.1713042808.n7nm3al89c.401.0 +3 -0
  6. runs/Apr13_21-13-22_n7nm3al89c/events.out.tfevents.1713044210.n7nm3al89c.401.1 +3 -0
  7. tokenizer.json +2 -2
  8. training_args.bin +2 -2
README.md CHANGED
@@ -16,11 +16,11 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [transformer3/H2-keywordextractor](https://huggingface.co/transformer3/H2-keywordextractor) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.0530
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- - Rouge1: 27.6565
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- - Rouge2: 24.482
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- - Rougel: 27.5611
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- - Rougelsum: 27.679
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  ## Model description
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@@ -51,31 +51,31 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
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  |:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|
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- | 1.1006 | 1.0 | 23 | 0.4121 | 21.1334 | 15.2908 | 21.0076 | 21.0354 |
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- | 0.4296 | 2.0 | 46 | 0.3515 | 23.1524 | 16.6481 | 23.1602 | 23.1359 |
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- | 0.366 | 3.0 | 69 | 0.3156 | 24.2342 | 17.9896 | 24.1637 | 24.1872 |
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- | 0.3263 | 4.0 | 92 | 0.2776 | 25.3692 | 20.5006 | 25.2976 | 25.3696 |
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- | 0.2951 | 5.0 | 115 | 0.2587 | 25.929 | 21.3159 | 25.7701 | 25.7813 |
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- | 0.2798 | 6.0 | 138 | 0.2455 | 27.017 | 23.0395 | 26.8045 | 26.8927 |
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- | 0.2495 | 7.0 | 161 | 0.2234 | 27.5471 | 24.2424 | 27.3809 | 27.4542 |
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- | 0.2442 | 8.0 | 184 | 0.2100 | 27.1387 | 23.3789 | 27.0447 | 27.141 |
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- | 0.2203 | 9.0 | 207 | 0.1937 | 27.4281 | 24.1191 | 27.3809 | 27.4542 |
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- | 0.2138 | 10.0 | 230 | 0.1733 | 27.2385 | 23.6012 | 27.1529 | 27.2287 |
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- | 0.1921 | 11.0 | 253 | 0.1512 | 27.5491 | 24.2352 | 27.4878 | 27.5915 |
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- | 0.1687 | 12.0 | 276 | 0.1339 | 27.5491 | 24.2352 | 27.4878 | 27.5915 |
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- | 0.1615 | 13.0 | 299 | 0.1153 | 27.3214 | 23.9474 | 27.2381 | 27.3508 |
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- | 0.1367 | 14.0 | 322 | 0.0990 | 27.3214 | 23.8383 | 27.2381 | 27.3508 |
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- | 0.1282 | 15.0 | 345 | 0.0845 | 27.3214 | 23.8383 | 27.2381 | 27.3508 |
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- | 0.1085 | 16.0 | 368 | 0.0784 | 27.4178 | 24.1053 | 27.3275 | 27.4506 |
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- | 0.1018 | 17.0 | 391 | 0.0631 | 27.4471 | 24.1378 | 27.3612 | 27.4531 |
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- | 0.085 | 18.0 | 414 | 0.0576 | 27.6565 | 24.482 | 27.5611 | 27.679 |
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- | 0.0814 | 19.0 | 437 | 0.0545 | 27.6565 | 24.482 | 27.5611 | 27.679 |
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- | 0.0708 | 20.0 | 460 | 0.0530 | 27.6565 | 24.482 | 27.5611 | 27.679 |
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  ### Framework versions
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- - Transformers 4.38.2
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- - Pytorch 2.2.1+cu121
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  - Datasets 2.18.0
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  - Tokenizers 0.15.2
 
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  This model is a fine-tuned version of [transformer3/H2-keywordextractor](https://huggingface.co/transformer3/H2-keywordextractor) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.2073
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+ - Rouge1: 13.0222
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+ - Rouge2: 10.4851
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+ - Rougel: 13.0872
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+ - Rougelsum: 13.1095
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
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  |:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|
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+ | 0.8852 | 1.0 | 23 | 0.3103 | 10.3278 | 6.2988 | 10.3528 | 10.3293 |
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+ | 0.2901 | 2.0 | 46 | 0.2825 | 10.8308 | 7.5214 | 10.8428 | 10.8103 |
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+ | 0.2625 | 3.0 | 69 | 0.2711 | 12.0182 | 8.6415 | 12.0115 | 12.0537 |
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+ | 0.2453 | 4.0 | 92 | 0.2550 | 12.9535 | 9.6936 | 12.9952 | 13.0384 |
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+ | 0.2353 | 5.0 | 115 | 0.2464 | 11.2808 | 7.8603 | 11.3196 | 11.281 |
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+ | 0.2338 | 6.0 | 138 | 0.2389 | 12.6604 | 9.6355 | 12.6519 | 12.6377 |
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+ | 0.2183 | 7.0 | 161 | 0.2307 | 13.2591 | 10.6628 | 13.2399 | 13.2554 |
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+ | 0.2143 | 8.0 | 184 | 0.2252 | 13.537 | 11.1632 | 13.5668 | 13.5957 |
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+ | 0.2055 | 9.0 | 207 | 0.2206 | 13.7032 | 11.6575 | 13.7226 | 13.774 |
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+ | 0.2022 | 10.0 | 230 | 0.2158 | 13.7727 | 11.5365 | 13.7404 | 13.8018 |
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+ | 0.1961 | 11.0 | 253 | 0.2166 | 13.4062 | 11.2919 | 13.4698 | 13.4854 |
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+ | 0.2018 | 12.0 | 276 | 0.2116 | 13.8406 | 11.852 | 13.8309 | 13.8995 |
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+ | 0.1946 | 13.0 | 299 | 0.2131 | 12.5757 | 9.5775 | 12.5738 | 12.6535 |
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+ | 0.1943 | 14.0 | 322 | 0.2142 | 11.617 | 9.0291 | 11.5311 | 11.7201 |
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+ | 0.2068 | 15.0 | 345 | 0.2080 | 12.9136 | 10.2865 | 12.9659 | 12.9787 |
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+ | 0.2051 | 16.0 | 368 | 0.2041 | 13.6492 | 11.6388 | 13.6506 | 13.7041 |
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+ | 0.1887 | 17.0 | 391 | 0.2119 | 11.4317 | 8.2482 | 11.386 | 11.4313 |
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+ | 0.1886 | 18.0 | 414 | 0.2097 | 13.0287 | 10.6547 | 13.0829 | 13.118 |
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+ | 0.1887 | 19.0 | 437 | 0.2079 | 13.0073 | 10.5381 | 13.0514 | 13.1089 |
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+ | 0.186 | 20.0 | 460 | 0.2073 | 13.0222 | 10.4851 | 13.0872 | 13.1095 |
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  ### Framework versions
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+ - Transformers 4.39.3
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+ - Pytorch 2.2.2+cu121
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  - Datasets 2.18.0
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  - Tokenizers 0.15.2
config.json CHANGED
@@ -68,7 +68,7 @@
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  }
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  },
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  "torch_dtype": "float32",
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- "transformers_version": "4.38.2",
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  "use_cache": false,
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  "vocab_size": 50265
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  }
 
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  }
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  },
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  "torch_dtype": "float32",
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+ "transformers_version": "4.39.3",
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  "use_cache": false,
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  "vocab_size": 50265
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  }
generation_config.json CHANGED
@@ -7,6 +7,6 @@
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  "no_repeat_ngram_size": 3,
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  "num_beams": 4,
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  "pad_token_id": 1,
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- "transformers_version": "4.38.2",
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  "use_cache": false
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  }
 
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  "no_repeat_ngram_size": 3,
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  "num_beams": 4,
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  "pad_token_id": 1,
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+ "transformers_version": "4.39.3",
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  "use_cache": false
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  }
model.safetensors CHANGED
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runs/Apr13_21-13-22_n7nm3al89c/events.out.tfevents.1713042808.n7nm3al89c.401.0 ADDED
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tokenizer.json CHANGED
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training_args.bin CHANGED
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