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experiment:
seed: 42
name: gpt2_85M-bpe-text-03
group: babylm-small
dry_run: false
offline_run: false
evaluate_segmentation: false
evaluate_babyslm: true
blimp_tasks: blimp_filtered,blimp_supplement
resume_checkpoint_path: null
resume_run_id: null
dataset:
name: transformersegmentation/BabyLM-phonemized
subconfig: strict_small
text_column: text
is_phonemes: false
max_age: null
tokenizer:
name: transformersegmentation/BabyLM-BPE-ortho-tokenizer
data_preprocessing:
max_input_length: 128
join_utts: static
remove_word_boundaries: false
subsample: null
subsample_type: examples
model:
name: gpt2_lm
model_kwargs:
n_layer: 12
n_head: 12
n_embd: 768
n_positions: 256
n_inner: 3072
resid_pdrop: 0.3
embd_pdrop: 0.3
attn_pdrop: 0.3
trainer:
batch_size: 32
lr: 0.001
num_warmup_steps: 90000
max_training_steps: 400000
logging_steps: 4000
save_steps: 50000
eval_steps: 50000
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