Training in progress, step 20000

config.json

@@ -3,9 +3,9 @@
   "architectures": [
     "GPT2LMHeadModel"
   ],
-  "attn_pdrop": 0.1,
+  "attn_pdrop": 0.5,
   "bos_token_id": 3,
-  "embd_pdrop": 0.1,
+  "embd_pdrop": 0.5,
   "eos_token_id": 3,
   "initializer_range": 0.02,
   "layer_norm_epsilon": 1e-05,
@@ -16,7 +16,7 @@
   "n_layer": 3,
   "n_positions": 256,
   "reorder_and_upcast_attn": false,
-  "resid_pdrop": 0.1,
+  "resid_pdrop": 0.5,
   "scale_attn_by_inverse_layer_idx": false,
   "scale_attn_weights": true,
   "summary_activation": null,

hydra_config_1737000772.610449.yaml

@@ -0,0 +1,45 @@
+experiment:
+  seed: 42
+  name: gpt2_600k-18000000-05
+  group: childes-size-english
+  dry_run: false
+  offline_run: false
+  evaluate_segmentation: true
+  evaluate_babyslm: true
+  blimp_tasks: null
+  resume_checkpoint_path: null
+  resume_run_id: null
+dataset:
+  name: phonemetransformers/CHILDES
+  subconfig: English
+  text_column: phonemized_utterance
+  is_phonemes: true
+  max_age: 120
+  remove_child_utterances: true
+tokenizer:
+  name: phonemetransformers/CHILDES-English-phoneme-tokenizer
+data_preprocessing:
+  max_input_length: 128
+  join_utts: static
+  remove_word_boundaries: true
+  subsample: 18000000
+  subsample_type: tokens
+model:
+  name: gpt2_lm
+  model_kwargs:
+    n_layer: 3
+    n_head: 4
+    n_embd: 128
+    n_positions: 256
+    n_inner: 512
+    resid_pdrop: 0.5
+    embd_pdrop: 0.5
+    attn_pdrop: 0.5
+trainer:
+  batch_size: 32
+  lr: 0.001
+  num_warmup_steps: 60000
+  max_training_steps: 200000
+  logging_steps: 2000
+  save_steps: 20000
+  eval_steps: 20000

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training_args.bin

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