add MT model

all_results.json

@@ -0,0 +1,22 @@
+{
+    "epoch": 3.0,
+    "eval_bleu": 10.6778,
+    "eval_gen_len": 38.0093,
+    "eval_loss": 2.963747501373291,
+    "eval_runtime": 448.7706,
+    "eval_samples": 1284,
+    "eval_samples_per_second": 2.861,
+    "eval_steps_per_second": 0.287,
+    "predict_bleu": 12.8754,
+    "predict_gen_len": 40.7387,
+    "predict_loss": 2.7892141342163086,
+    "predict_runtime": 544.8947,
+    "predict_samples": 1500,
+    "predict_samples_per_second": 2.753,
+    "predict_steps_per_second": 0.275,
+    "train_loss": 1.106893685525525,
+    "train_runtime": 332.7371,
+    "train_samples": 3337,
+    "train_samples_per_second": 30.087,
+    "train_steps_per_second": 3.011
+}

config.json

@@ -0,0 +1,38 @@
+{
+  "_name_or_path": "m2m100_tw_en_jw_lafand",
+  "activation_dropout": 0.0,
+  "activation_function": "relu",
+  "architectures": [
+    "M2M100ForConditionalGeneration"
+  ],
+  "attention_dropout": 0.1,
+  "bos_token_id": 0,
+  "d_model": 1024,
+  "decoder_attention_heads": 16,
+  "decoder_ffn_dim": 4096,
+  "decoder_layerdrop": 0.05,
+  "decoder_layers": 12,
+  "decoder_start_token_id": 2,
+  "dropout": 0.1,
+  "early_stopping": true,
+  "encoder_attention_heads": 16,
+  "encoder_ffn_dim": 4096,
+  "encoder_layerdrop": 0.05,
+  "encoder_layers": 12,
+  "eos_token_id": 2,
+  "forced_bos_token_id": 128022,
+  "gradient_checkpointing": false,
+  "init_std": 0.02,
+  "is_encoder_decoder": true,
+  "max_length": 200,
+  "max_position_embeddings": 1024,
+  "model_type": "m2m_100",
+  "num_beams": 5,
+  "num_hidden_layers": 12,
+  "pad_token_id": 1,
+  "scale_embedding": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.10.3",
+  "use_cache": true,
+  "vocab_size": 128112
+}

eval_results.json

@@ -0,0 +1,10 @@
+{
+    "epoch": 3.0,
+    "eval_bleu": 10.6778,
+    "eval_gen_len": 38.0093,
+    "eval_loss": 2.963747501373291,
+    "eval_runtime": 448.7706,
+    "eval_samples": 1284,
+    "eval_samples_per_second": 2.861,
+    "eval_steps_per_second": 0.287
+}

predict_results.json

@@ -0,0 +1,9 @@
+{
+    "predict_bleu": 12.8754,
+    "predict_gen_len": 40.7387,
+    "predict_loss": 2.7892141342163086,
+    "predict_runtime": 544.8947,
+    "predict_samples": 1500,
+    "predict_samples_per_second": 2.753,
+    "predict_steps_per_second": 0.275
+}

pytorch_model.bin

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+size 1935792071

sentencepiece.bpe.model

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+oid sha256:d8f7c76ed2a5e0822be39f0a4f95a55eb19c78f4593ce609e2edbc2aea4d380a
+size 2423393

special_tokens_map.json

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+{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "additional_special_tokens": ["__af__", "__am__", "__ar__", "__ast__", "__az__", "__ba__", "__be__", "__bg__", "__bn__", "__br__", "__bs__", "__ca__", "__ceb__", "__cs__", "__cy__", "__da__", "__de__", "__el__", "__en__", "__es__", "__et__", "__fa__", "__ff__", "__fi__", "__fr__", "__fy__", "__ga__", "__gd__", "__gl__", "__gu__", "__ha__", "__he__", "__hi__", "__hr__", "__ht__", "__hu__", "__hy__", "__id__", "__ig__", "__ilo__", "__is__", "__it__", "__ja__", "__jv__", "__ka__", "__kk__", "__km__", "__kn__", "__ko__", "__lb__", "__lg__", "__ln__", "__lo__", "__lt__", "__lv__", "__mg__", "__mk__", "__ml__", "__mn__", "__mr__", "__ms__", "__my__", "__ne__", "__nl__", "__no__", "__ns__", "__oc__", "__or__", "__pa__", "__pl__", "__ps__", "__pt__", "__ro__", "__ru__", "__sd__", "__si__", "__sk__", "__sl__", "__so__", "__sq__", "__sr__", "__ss__", "__su__", "__sv__", "__sw__", "__ta__", "__th__", "__tl__", "__tn__", "__tr__", "__uk__", "__ur__", "__uz__", "__vi__", "__wo__", "__xh__", "__yi__", "__yo__", "__zh__", "__zu__"]}

tokenizer_config.json

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+{"src_lang": null, "tgt_lang": null, "bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "unk_token": "<unk>", "pad_token": "<pad>", "sp_model_kwargs": {}, "special_tokens_map_file": "m2m_100_1.2B_v2/special_tokens_map.json", "tokenizer_file": null, "name_or_path": "m2m100_tw_en_jw_lafand", "model_max_length": 1024, "additional_special_tokens": ["__af__", "__am__", "__ar__", "__ast__", "__az__", "__ba__", "__be__", "__bg__", "__bn__", "__br__", "__bs__", "__ca__", "__ceb__", "__cs__", "__cy__", "__da__", "__de__", "__el__", "__en__", "__es__", "__et__", "__fa__", "__ff__", "__fi__", "__fr__", "__fy__", "__ga__", "__gd__", "__gl__", "__gu__", "__ha__", "__he__", "__hi__", "__hr__", "__ht__", "__hu__", "__hy__", "__id__", "__ig__", "__ilo__", "__is__", "__it__", "__ja__", "__jv__", "__ka__", "__kk__", "__km__", "__kn__", "__ko__", "__lb__", "__lg__", "__ln__", "__lo__", "__lt__", "__lv__", "__mg__", "__mk__", "__ml__", "__mn__", "__mr__", "__ms__", "__my__", "__ne__", "__nl__", "__no__", "__ns__", "__oc__", "__or__", "__pa__", "__pl__", "__ps__", "__pt__", "__ro__", "__ru__", "__sd__", "__si__", "__sk__", "__sl__", "__so__", "__sq__", "__sr__", "__ss__", "__su__", "__sv__", "__sw__", "__ta__", "__th__", "__tl__", "__tn__", "__tr__", "__uk__", "__ur__", "__uz__", "__vi__", "__wo__", "__xh__", "__yi__", "__yo__", "__zh__", "__zu__"], "tokenizer_class": "M2M100Tokenizer"}

train_results.json

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+{
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+    "train_loss": 1.106893685525525,
+    "train_runtime": 332.7371,
+    "train_samples": 3337,
+    "train_samples_per_second": 30.087,
+    "train_steps_per_second": 3.011
+}

trainer_state.json

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+{
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+  "best_model_checkpoint": null,
+  "epoch": 3.0,
+  "global_step": 1002,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
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+      "learning_rate": 2.5049900199600802e-05,
+      "loss": 1.3928,
+      "step": 500
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+      "learning_rate": 9.98003992015968e-08,
+      "loss": 0.8226,
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+  "num_train_epochs": 3,
+  "total_flos": 2394784435372032.0,
+  "trial_name": null,
+  "trial_params": null
+}

training_args.bin

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