add MT model

all_results.json

@@ -0,0 +1,15 @@
+{
+    "epoch": 10.0,
+    "predict_bleu": 8.0672,
+    "predict_gen_len": 49.2807,
+    "predict_loss": 2.644561290740967,
+    "predict_runtime": 1089.7582,
+    "predict_samples": 1500,
+    "predict_samples_per_second": 1.376,
+    "predict_steps_per_second": 0.138,
+    "train_loss": 2.8251401432973897,
+    "train_runtime": 1026.999,
+    "train_samples": 3337,
+    "train_samples_per_second": 32.493,
+    "train_steps_per_second": 3.252
+}

config.json

@@ -0,0 +1,29 @@
+{
+  "_name_or_path": "afriT5_1",
+  "architectures": [
+    "MT5ForConditionalGeneration"
+  ],
+  "d_ff": 2048,
+  "d_kv": 64,
+  "d_model": 768,
+  "decoder_start_token_id": 0,
+  "dropout_rate": 0.1,
+  "eos_token_id": 1,
+  "feed_forward_proj": "gated-gelu",
+  "initializer_factor": 1.0,
+  "is_encoder_decoder": true,
+  "layer_norm_epsilon": 1e-06,
+  "model_type": "mt5",
+  "num_decoder_layers": 12,
+  "num_heads": 12,
+  "num_layers": 12,
+  "output_past": true,
+  "pad_token_id": 0,
+  "relative_attention_num_buckets": 32,
+  "tie_word_embeddings": false,
+  "tokenizer_class": "T5Tokenizer",
+  "torch_dtype": "float32",
+  "transformers_version": "4.10.3",
+  "use_cache": true,
+  "vocab_size": 250100
+}

predict_results.json

@@ -0,0 +1,9 @@
+{
+    "predict_bleu": 8.0672,
+    "predict_gen_len": 49.2807,
+    "predict_loss": 2.644561290740967,
+    "predict_runtime": 1089.7582,
+    "predict_samples": 1500,
+    "predict_samples_per_second": 1.376,
+    "predict_steps_per_second": 0.138
+}

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb1ab778d7116fe434c0fae8f1e3d268db180f4f6ee8013f1c07be43ecad9247
+size 2329626573

special_tokens_map.json

@@ -0,0 +1 @@
+{"eos_token": "</s>", "unk_token": "<unk>", "pad_token": "<pad>"}

spiece.model

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ef78f86560d809067d12bac6c09f19a462cb3af3f54d2b8acbba26e1433125d6
+size 4309802

tokenizer_config.json

@@ -0,0 +1 @@
+{"eos_token": "</s>", "unk_token": "<unk>", "pad_token": "<pad>", "extra_ids": 0, "additional_special_tokens": null, "special_tokens_map_file": "/home/patrick/.cache/torch/transformers/685ac0ca8568ec593a48b61b0a3c272beee9bc194a3c7241d15dcadb5f875e53.f76030f3ec1b96a8199b2593390c610e76ca8028ef3d24680000619ffb646276", "name_or_path": "afriT5_1", "sp_model_kwargs": {}, "tokenizer_class": "T5Tokenizer"}

train_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 10.0,
+    "train_loss": 2.8251401432973897,
+    "train_runtime": 1026.999,
+    "train_samples": 3337,
+    "train_samples_per_second": 32.493,
+    "train_steps_per_second": 3.252
+}

trainer_state.json

@@ -0,0 +1,61 @@
+{
+  "best_metric": null,
+  "best_model_checkpoint": null,
+  "epoch": 10.0,
+  "global_step": 3340,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 1.5,
+      "learning_rate": 4.251497005988024e-05,
+      "loss": 3.7741,
+      "step": 500
+    },
+    {
+      "epoch": 2.99,
+      "learning_rate": 3.502994011976048e-05,
+      "loss": 3.0493,
+      "step": 1000
+    },
+    {
+      "epoch": 4.49,
+      "learning_rate": 2.754491017964072e-05,
+      "loss": 2.781,
+      "step": 1500
+    },
+    {
+      "epoch": 5.99,
+      "learning_rate": 2.0059880239520957e-05,
+      "loss": 2.6419,
+      "step": 2000
+    },
+    {
+      "epoch": 7.49,
+      "learning_rate": 1.2574850299401197e-05,
+      "loss": 2.5175,
+      "step": 2500
+    },
+    {
+      "epoch": 8.98,
+      "learning_rate": 5.0898203592814375e-06,
+      "loss": 2.4596,
+      "step": 3000
+    },
+    {
+      "epoch": 10.0,
+      "step": 3340,
+      "total_flos": 1.444499623466496e+16,
+      "train_loss": 2.8251401432973897,
+      "train_runtime": 1026.999,
+      "train_samples_per_second": 32.493,
+      "train_steps_per_second": 3.252
+    }
+  ],
+  "max_steps": 3340,
+  "num_train_epochs": 10,
+  "total_flos": 1.444499623466496e+16,
+  "trial_name": null,
+  "trial_params": null
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3ee506f89553adc641506c96ace15a98420363b1a71a9b3af1bc9e79e9b7445a
+size 2799