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experiment:
seed: 42
name: gpt2_1M-full-01
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: null
subsample_type: tokens
model:
name: gpt2_lm
model_kwargs:
n_layer: 6
n_head: 4
n_embd: 128
n_positions: 256
n_inner: 512
resid_pdrop: 0.1
embd_pdrop: 0.1
attn_pdrop: 0.1
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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