Update model ckpt

events.out.tfevents.1626359070.t1v-n-563c3e20-w-0.350289.3.v2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5163ca072d1c055777c33561c14a05d09a7fd5c377e8920b9c7e4ca68a8f2933
+size 40

events.out.tfevents.1626359600.t1v-n-563c3e20-w-0.352366.3.v2

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+version https://git-lfs.github.com/spec/v1
+oid sha256:2aa88a37e5b1fb94fa183a3c3d19f9c45c1317846365f7c55bb50be81bd10411
+size 2578061

flax_model.msgpack

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3ea088f9e44b711f67c7d5b8f3acceee3c84aa1bebae63a73bc2dda271c8be07
+oid sha256:ecbc96476e7b655cb7cbab657aa754a03009e0458a0670d5fd63ae54fe79420a
 size 241981002

run.sh

@@ -1,16 +1,16 @@
 ./run_t5_mlm_flax.py \
-    --output_dir="./" \
+    --output_dir="./t5-small-2" \
     --model_type="t5" \
-    --model_name_or_path="./" \
     --config_name="./" \
     --tokenizer_name="./" \
     --dataset_name="large_spanish_corpus" \
     --max_seq_length="512" \
-    --per_device_train_batch_size="16" \
-    --per_device_eval_batch_size="16" \
-    --learning_rate="1e-3" \
+    --per_device_train_batch_size="32" \
+    --per_device_eval_batch_size="32" \
+    --adafactor \
+    --learning_rate="0.005" \
     --weight_decay="0.001" \
-    --warmup_steps="5000" \
+    --warmup_steps="2000" \
     --overwrite_output_dir \
     --num_train_epochs="10" \
     --logging_steps="500" \

t5-small-2/config.json

@@ -0,0 +1,56 @@
+{
+  "architectures": [
+    "T5ForConditionalGeneration"
+  ],
+  "d_ff": 2048,
+  "d_kv": 64,
+  "d_model": 512,
+  "decoder_start_token_id": 0,
+  "dropout_rate": 0.1,
+  "eos_token_id": 1,
+  "feed_forward_proj": "relu",
+  "gradient_checkpointing": false,
+  "initializer_factor": 1.0,
+  "is_encoder_decoder": true,
+  "layer_norm_epsilon": 1e-06,
+  "model_type": "t5",
+  "n_positions": 512,
+  "num_decoder_layers": 6,
+  "num_heads": 8,
+  "num_layers": 6,
+  "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: "
+    }
+  },
+  "transformers_version": "4.9.0.dev0",
+  "use_cache": true,
+  "vocab_size": 32103
+}

t5-small-2/events.out.tfevents.1626359600.t1v-n-563c3e20-w-0.352366.3.v2

@@ -0,0 +1,3 @@
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+oid sha256:2aa88a37e5b1fb94fa183a3c3d19f9c45c1317846365f7c55bb50be81bd10411
+size 2578061

t5-small-2/flax_model.msgpack

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+version https://git-lfs.github.com/spec/v1
+oid sha256:ecbc96476e7b655cb7cbab657aa754a03009e0458a0670d5fd63ae54fe79420a
+size 241981002