symbolic-ai-001-lm-baseline-3b46de3 / baseline-lm-only.yaml
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LM-only control for symbolic-ai-001 @ 3b46de3
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name: baseline-lm-only
records: results/records.jsonl
model:
n_layer: 6
n_head: 6
n_embd: 384
block_size: 512
dropout: 0.0
training:
seed: 0
steps: 6000
batch_size: 16
lr: 0.0003
warmup: 200
log_every: 100
device: cuda
tokenizer: data/tokenizer.json
episodes_dir: data/episodes
mixture:
- env: lm/fineweb-edu
kind: lm_tokens
weight: 1.0
split: train
weighting: ml
kwargs:
corpus_dir: data/corpus-fineweb-edu-40000000