add MT model

all_results.json

@@ -0,0 +1,22 @@
+{
+    "epoch": 3.0,
+    "eval_bleu": 10.3059,
+    "eval_gen_len": 45.176,
+    "eval_loss": 2.421374797821045,
+    "eval_runtime": 641.7966,
+    "eval_samples": 1506,
+    "eval_samples_per_second": 2.347,
+    "eval_steps_per_second": 0.235,
+    "predict_bleu": 9.3128,
+    "predict_gen_len": 48.1407,
+    "predict_loss": 2.428270101547241,
+    "predict_runtime": 728.7378,
+    "predict_samples": 1500,
+    "predict_samples_per_second": 2.058,
+    "predict_steps_per_second": 0.206,
+    "train_loss": 1.5980410317117855,
+    "train_runtime": 2382.5719,
+    "train_samples": 25362,
+    "train_samples_per_second": 31.934,
+    "train_steps_per_second": 3.194
+}

config.json

@@ -0,0 +1,38 @@
+{
+  "_name_or_path": "facebook/m2m100_418M",
+  "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": 128028,
+  "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": 10.3059,
+    "eval_gen_len": 45.176,
+    "eval_loss": 2.421374797821045,
+    "eval_runtime": 641.7966,
+    "eval_samples": 1506,
+    "eval_samples_per_second": 2.347,
+    "eval_steps_per_second": 0.235
+}

predict_results.json

@@ -0,0 +1,9 @@
+{
+    "predict_bleu": 9.3128,
+    "predict_gen_len": 48.1407,
+    "predict_loss": 2.428270101547241,
+    "predict_runtime": 728.7378,
+    "predict_samples": 1500,
+    "predict_samples_per_second": 2.058,
+    "predict_steps_per_second": 0.206
+}

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9620dcb1ddf792c0483d98dff211127393bba7e2ae2114191dce758d6ac5dca4
+size 1935792071

sentencepiece.bpe.model

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d8f7c76ed2a5e0822be39f0a4f95a55eb19c78f4593ce609e2edbc2aea4d380a
+size 2423393

special_tokens_map.json

@@ -0,0 +1 @@
+{"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

@@ -0,0 +1 @@
+{"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": "facebook/m2m100_418M", "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

@@ -0,0 +1,8 @@
+{
+    "epoch": 3.0,
+    "train_loss": 1.5980410317117855,
+    "train_runtime": 2382.5719,
+    "train_samples": 25362,
+    "train_samples_per_second": 31.934,
+    "train_steps_per_second": 3.194
+}

trainer_state.json

@@ -0,0 +1,115 @@
+{
+  "best_metric": null,
+  "best_model_checkpoint": null,
+  "epoch": 3.0,
+  "global_step": 7611,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.2,
+      "learning_rate": 4.6715280515044016e-05,
+      "loss": 2.6428,
+      "step": 500
+    },
+    {
+      "epoch": 0.39,
+      "learning_rate": 4.343056103008804e-05,
+      "loss": 2.1936,
+      "step": 1000
+    },
+    {
+      "epoch": 0.59,
+      "learning_rate": 4.0145841545132044e-05,
+      "loss": 2.0029,
+      "step": 1500
+    },
+    {
+      "epoch": 0.79,
+      "learning_rate": 3.6861122060176065e-05,
+      "loss": 1.9101,
+      "step": 2000
+    },
+    {
+      "epoch": 0.99,
+      "learning_rate": 3.357640257522008e-05,
+      "loss": 1.8112,
+      "step": 2500
+    },
+    {
+      "epoch": 1.18,
+      "learning_rate": 3.0291683090264093e-05,
+      "loss": 1.5651,
+      "step": 3000
+    },
+    {
+      "epoch": 1.38,
+      "learning_rate": 2.7006963605308104e-05,
+      "loss": 1.502,
+      "step": 3500
+    },
+    {
+      "epoch": 1.58,
+      "learning_rate": 2.372224412035212e-05,
+      "loss": 1.5072,
+      "step": 4000
+    },
+    {
+      "epoch": 1.77,
+      "learning_rate": 2.043752463539614e-05,
+      "loss": 1.4634,
+      "step": 4500
+    },
+    {
+      "epoch": 1.97,
+      "learning_rate": 1.7152805150440153e-05,
+      "loss": 1.4422,
+      "step": 5000
+    },
+    {
+      "epoch": 2.17,
+      "learning_rate": 1.3868085665484169e-05,
+      "loss": 1.2386,
+      "step": 5500
+    },
+    {
+      "epoch": 2.36,
+      "learning_rate": 1.0583366180528183e-05,
+      "loss": 1.2121,
+      "step": 6000
+    },
+    {
+      "epoch": 2.56,
+      "learning_rate": 7.298646695572199e-06,
+      "loss": 1.1924,
+      "step": 6500
+    },
+    {
+      "epoch": 2.76,
+      "learning_rate": 4.013927210616213e-06,
+      "loss": 1.198,
+      "step": 7000
+    },
+    {
+      "epoch": 2.96,
+      "learning_rate": 7.292077256602286e-07,
+      "loss": 1.1828,
+      "step": 7500
+    },
+    {
+      "epoch": 3.0,
+      "step": 7611,
+      "total_flos": 1.3124190737596416e+16,
+      "train_loss": 1.5980410317117855,
+      "train_runtime": 2382.5719,
+      "train_samples_per_second": 31.934,
+      "train_steps_per_second": 3.194
+    }
+  ],
+  "max_steps": 7611,
+  "num_train_epochs": 3,
+  "total_flos": 1.3124190737596416e+16,
+  "trial_name": null,
+  "trial_params": null
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea706f41dfe3e9d2b7f8bec3ab0aaa31f36fa8f26592b7f061e5984175003602
+size 2799