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abymmathew
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synthea_t5_summarization_model

Text2Text Generation
Transformers
TensorBoard
Safetensors
t5
Generated from Trainer
text-generation-inference
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End of training

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Files changed (4) hide show
  1. README.md +7 -7
  2. runs/Apr21_04-16-56_83d33384c333/events.out.tfevents.1713673016.83d33384c333.5269.2 +3 -0
  3. tokenizer.json +1 -1
  4. training_args.bin +1 -1
README.md CHANGED
@@ -18,10 +18,10 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on the None dataset.
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  It achieves the following results on the evaluation set:
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  - Loss: 2.9861
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- - Rouge1: 0.2074
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- - Rouge2: 0.0273
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- - Rougel: 0.2024
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- - Rougelsum: 0.2028
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  - Gen Len: 12.3023
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  ## Model description
@@ -55,9 +55,9 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
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  | No log | 1.0 | 22 | 3.8819 | 0.0 | 0.0 | 0.0 | 0.0 | 19.0 |
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- | No log | 2.0 | 44 | 3.2929 | 0.0162 | 0.004 | 0.0152 | 0.0151 | 18.907 |
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- | No log | 3.0 | 66 | 3.0590 | 0.1333 | 0.0162 | 0.1317 | 0.1322 | 14.9651 |
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- | No log | 4.0 | 88 | 2.9861 | 0.2074 | 0.0273 | 0.2024 | 0.2028 | 12.3023 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on the None dataset.
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  It achieves the following results on the evaluation set:
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  - Loss: 2.9861
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+ - Rouge1: 0.2084
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+ - Rouge2: 0.0262
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+ - Rougel: 0.2027
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+ - Rougelsum: 0.2039
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  - Gen Len: 12.3023
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  ## Model description
 
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  | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
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  | No log | 1.0 | 22 | 3.8819 | 0.0 | 0.0 | 0.0 | 0.0 | 19.0 |
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+ | No log | 2.0 | 44 | 3.2929 | 0.0162 | 0.004 | 0.0149 | 0.0146 | 18.907 |
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+ | No log | 3.0 | 66 | 3.0590 | 0.1346 | 0.0159 | 0.1313 | 0.1319 | 14.9651 |
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+ | No log | 4.0 | 88 | 2.9861 | 0.2084 | 0.0262 | 0.2027 | 0.2039 | 12.3023 |
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  ### Framework versions
runs/Apr21_04-16-56_83d33384c333/events.out.tfevents.1713673016.83d33384c333.5269.2 ADDED
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tokenizer.json CHANGED
@@ -2,7 +2,7 @@
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  "version": "1.0",
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  "truncation": {
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  "direction": "Right",
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- "max_length": 128,
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  "strategy": "LongestFirst",
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  "stride": 0
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  },
 
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  "version": "1.0",
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  "truncation": {
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  "direction": "Right",
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+ "max_length": 80,
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  "strategy": "LongestFirst",
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  "stride": 0
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  },
training_args.bin CHANGED
@@ -1,3 +1,3 @@
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