Model save
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README.md
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This model is a fine-tuned version of [facebook/mbart-large-cc25](https://huggingface.co/facebook/mbart-large-cc25) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 3.
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- Gen Len:
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- Rouge-1: 39.
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- Rouge-2:
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- Rouge-l: 38.
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Gen Len | Rouge-1 | Rouge-2 | Rouge-l |
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|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:-------:|
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| No log | 1.0 | 642 | 3.
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| No log | 2.0 | 1284 |
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| No log | 3.0 | 1926 | 2.
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| No log | 4.0 | 2568 | 2.
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| No log | 5.0 | 3210 | 2.
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| No log | 6.0 | 3852 | 2.
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| No log | 7.0 | 4494 | 3.
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### Framework versions
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This model is a fine-tuned version of [facebook/mbart-large-cc25](https://huggingface.co/facebook/mbart-large-cc25) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 3.1215
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- Gen Len: 17.3533
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- Rouge-1: 39.1861
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- Rouge-2: 22.0975
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- Rouge-l: 38.4014
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Gen Len | Rouge-1 | Rouge-2 | Rouge-l |
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|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:-------:|
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| No log | 1.0 | 642 | 3.3523 | 22.5622 | 28.8044 | 14.6813 | 28.1959 |
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| No log | 2.0 | 1284 | 2.9887 | 22.7422 | 36.6353 | 19.681 | 35.9403 |
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| No log | 3.0 | 1926 | 2.9367 | 20.0578 | 38.6433 | 21.0943 | 37.9327 |
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| No log | 4.0 | 2568 | 2.9503 | 18.5644 | 38.6509 | 21.3031 | 37.8452 |
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| No log | 5.0 | 3210 | 2.9366 | 17.1689 | 38.8973 | 21.9518 | 38.3012 |
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| No log | 6.0 | 3852 | 2.9782 | 19.2489 | 39.5578 | 22.3324 | 38.9385 |
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| No log | 7.0 | 4494 | 3.0080 | 19.0422 | 38.1388 | 21.5059 | 37.4054 |
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| 2.8286 | 8.0 | 5136 | 3.0908 | 18.4667 | 38.7921 | 21.3614 | 38.0183 |
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| 2.8286 | 9.0 | 5778 | 3.1191 | 18.2978 | 39.3199 | 22.3807 | 38.6943 |
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| 2.8286 | 10.0 | 6420 | 3.1215 | 17.3533 | 39.1861 | 22.0975 | 38.4014 |
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### Framework versions
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mbart-large-cc25_prefix_tuning_12_par_bn_rf_4_hiru_structured_first3/adapter_config.json
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"configs": [
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{
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"architecture": "prefix_tuning",
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"bottleneck_size":
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"cross_prefix": true,
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"dropout": 0.0,
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"encoder_prefix": true,
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"flat": false,
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"leave_out": [],
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"non_linearity": "tanh",
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"prefix_length":
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"shared_gating": true,
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"use_gating": false
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},
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}
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]
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},
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"config_id": "
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"hidden_size": 1024,
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"model_class": "MBartForConditionalGeneration",
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"model_name": "facebook/mbart-large-cc25",
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"configs": [
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{
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"architecture": "prefix_tuning",
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"bottleneck_size": 1000,
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"cross_prefix": true,
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"dropout": 0.0,
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"encoder_prefix": true,
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"flat": false,
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"leave_out": [],
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"non_linearity": "tanh",
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"prefix_length": 15,
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"shared_gating": true,
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"use_gating": false
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},
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}
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]
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},
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"config_id": "40d3ac678e297941",
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"hidden_size": 1024,
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"model_class": "MBartForConditionalGeneration",
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"model_name": "facebook/mbart-large-cc25",
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mbart-large-cc25_prefix_tuning_12_par_bn_rf_4_hiru_structured_first3/pytorch_adapter.bin
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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size 358334636
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