Training in progress, step 50000

.gitignore

@@ -0,0 +1 @@
+checkpoint-*/

config.json

@@ -0,0 +1,27 @@
+{
+  "architectures": [
+    "RobertaPreLayerNormModel"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 3,
+  "classifier_dropout": null,
+  "eos_token_id": 4,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 500,
+  "initializer_range": 0.02,
+  "intermediate_size": 2000,
+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 512,
+  "model_type": "roberta-prelayernorm",
+  "num_attention_heads": 10,
+  "num_hidden_layers": 10,
+  "pad_token_id": 1,
+  "position_embedding_type": "absolute",
+  "tie_word_embeddings": false,
+  "torch_dtype": "float32",
+  "transformers_version": "4.26.1",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 8192
+}

hydra_config_1690018007.1819203.yaml

@@ -0,0 +1,57 @@
+experiment:
+  seed: 42
+  name: default-baseline-uncleaned
+  group: baseline
+  dry_run: false
+  offline_run: false
+  resume_checkpoint_path: null
+  resume_run_id: null
+dataset:
+  name: CamBabyTrainers/BabyLM
+  subconfig: original_strict_small
+tokenizer:
+  name: CamBabyTrainers/CamBabyTokenizer-8192
+  add_prefix_space: true
+data_preprocessing:
+  include_punctuation: true
+  join_sentences: true
+  max_input_length: 128
+  callback_functions: null
+model:
+  name: roberta_pre_layer_norm
+  model_kwargs:
+    vocab_size: 8192
+    num_hidden_layers: 10
+    num_attention_heads: 10
+    hidden_size: 500
+    intermediate_size: 2000
+    layer_norm_eps: 1.0e-05
+    eos_token_id: 4
+    bos_token_id: 3
+    pad_token_id: 1
+    tie_word_embeddings: false
+trainer:
+  batch_size: 32
+  lr: 0.001
+  num_warmup_steps: 100000
+  max_training_steps: 400000
+  eval_blimp: true
+  eval_glue: false
+  eval_msgs: false
+  eval_perplexity: true
+objective_curriculum:
+  units:
+    mlm:
+      task_head_params: {}
+      optimizer_params:
+        lr: 0.001
+      scheduler_params: {}
+      optional_kwargs:
+        mask_probability: 0.15
+        unmask_probability: 0
+  steps:
+    mlm:
+    - 0.0
+    - 1.0
+data_curriculum: null
+vocabulary_curriculum: null

lm_model/config.json

@@ -0,0 +1,27 @@
+{
+  "architectures": [
+    "RobertaPreLayerNormForMaskedLM"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 3,
+  "classifier_dropout": null,
+  "eos_token_id": 4,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 500,
+  "initializer_range": 0.02,
+  "intermediate_size": 2000,
+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 512,
+  "model_type": "roberta-prelayernorm",
+  "num_attention_heads": 10,
+  "num_hidden_layers": 10,
+  "pad_token_id": 1,
+  "position_embedding_type": "absolute",
+  "tie_word_embeddings": false,
+  "torch_dtype": "float32",
+  "transformers_version": "4.26.1",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 8192
+}

lm_model/merges.txt

@@ -0,0 +1,7932 @@
+#version: 0.2 - Trained by `huggingface/tokenizers`
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