medium_test

.gitignore

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+checkpoint-*/

all_results.json

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+    "eval_gen_len": 33.1429,
+    "eval_loss": 0.4828817844390869,
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+    "eval_rouge2": 73.305,
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+    "eval_rougeLsum": 79.6954,
+    "eval_runtime": 2.536,
+    "eval_samples": 7,
+    "eval_samples_per_second": 2.76,
+    "eval_steps_per_second": 0.789,
+    "predict_gen_len": 33.1429,
+    "predict_loss": 0.4828817844390869,
+    "predict_rouge1": 80.6131,
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+    "predict_runtime": 2.541,
+    "predict_samples": 7,
+    "predict_samples_per_second": 2.755,
+    "predict_steps_per_second": 0.787,
+    "train_loss": 0.7666861640082465,
+    "train_runtime": 31.051,
+    "train_samples": 252,
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+    "train_steps_per_second": 1.449
+}

config.json

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+{
+  "_name_or_path": "Vamsi/T5_Paraphrase_Paws",
+  "architectures": [
+    "T5ForConditionalGeneration"
+  ],
+  "d_ff": 3072,
+  "d_kv": 64,
+  "d_model": 768,
+  "decoder_start_token_id": 0,
+  "dropout_rate": 0.1,
+  "eos_token_id": 1,
+  "feed_forward_proj": "relu",
+  "initializer_factor": 1.0,
+  "is_encoder_decoder": true,
+  "layer_norm_epsilon": 1e-06,
+  "model_type": "t5",
+  "n_positions": 512,
+  "num_decoder_layers": 12,
+  "num_heads": 12,
+  "num_layers": 12,
+  "output_past": true,
+  "pad_token_id": 0,
+  "relative_attention_num_buckets": 32,
+  "task_specific_params": {
+    "summarization": {
+      "early_stopping": true,
+      "length_penalty": 2.0,
+      "max_length": 200,
+      "min_length": 30,
+      "no_repeat_ngram_size": 3,
+      "num_beams": 4,
+      "prefix": "summarize: "
+    },
+    "translation_en_to_de": {
+      "early_stopping": true,
+      "max_length": 300,
+      "num_beams": 4,
+      "prefix": "translate English to German: "
+    },
+    "translation_en_to_fr": {
+      "early_stopping": true,
+      "max_length": 300,
+      "num_beams": 4,
+      "prefix": "translate English to French: "
+    },
+    "translation_en_to_ro": {
+      "early_stopping": true,
+      "max_length": 300,
+      "num_beams": 4,
+      "prefix": "translate English to Romanian: "
+    }
+  },
+  "torch_dtype": "float32",
+  "transformers_version": "4.15.0",
+  "use_cache": true,
+  "vocab_size": 32100
+}

eval_results.json

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+{
+    "epoch": 2.95,
+    "eval_gen_len": 33.1429,
+    "eval_loss": 0.4828817844390869,
+    "eval_rouge1": 80.6131,
+    "eval_rouge2": 73.305,
+    "eval_rougeL": 79.6954,
+    "eval_rougeLsum": 79.6954,
+    "eval_runtime": 2.536,
+    "eval_samples": 7,
+    "eval_samples_per_second": 2.76,
+    "eval_steps_per_second": 0.789
+}

generated_predictions.txt

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+Danny Bazil Riley started working as general manager at a commercial real estate firm at an annual base salary of #36;70,000. Soon after a financial planner stopped by his desk to drop off brochures about insurance benefits available through his employer. But at 32, "buying insurance was the furthest thing from my mind," Riley says.
+Short-sellers, Wall Street's dwindling band of ultra-cynics, are seeing green again ### END
+Soaring crude prices ### outlook for earnings are expected to hang over the stock market next ### END
+OPEC can do nothing to douse scorching oil prices when markets are already oversupplied by 2.8 million barrels per day (bpd) of crude ### END
+Non-OPEC oil exporters should consider increasing output to cool record crude prices ### END
+The auction for Google Inc.'s highly anticipated initial public offering got off to a rocky start on Friday ### END
+The dollar tumbled broadly on Friday ### END

predict_results.json

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+{
+    "predict_gen_len": 33.1429,
+    "predict_loss": 0.4828817844390869,
+    "predict_rouge1": 80.6131,
+    "predict_rouge2": 73.305,
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+    "predict_rougeLsum": 79.6954,
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+    "predict_samples": 7,
+    "predict_samples_per_second": 2.755,
+    "predict_steps_per_second": 0.787
+}

pytorch_model.bin

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special_tokens_map.json

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tokenizer_config.json

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train_results.json

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