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added sweep info and better logging #5

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Merged
McClain-Thiel merged 1 commit into from
Nov 7, 2025
Merged

added sweep info and better logging #5

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8 changes: 4 additions & 4 deletions docker-compose.yaml
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Original file line number Diff line number Diff line change
Expand Up @@ -41,8 +41,8 @@ services:
"
environment:
# W&B settings for this job
- WANDB_ENTITY=mcclain
- WANDB_PROJECT=plasmidrl-trl-grpo
- WANDB_ENTITY=ucl-cssb
- WANDB_PROJECT=PlasmidRL
- WANDB_TAGS=["plasmid","rl","trl","grpo"]
- WANDB_NOTES=TRL GRPO training on plasmid design
- WANDB_DIR=/tmp/wandb
Expand Down Expand Up @@ -76,8 +76,8 @@ services:
uv run wandb agent ${SWEEP_ID}
"
environment:
- WANDB_ENTITY=mcclain
- WANDB_PROJECT=plasmidrl-grpo-sweeps
- WANDB_ENTITY=ucl-cssb
- WANDB_PROJECT=PlasmidRL
- WANDB_DIR=/tmp/wandb
- SWEEP_ID=${SWEEP_ID}
- PYTHONPATH=/mcclain
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10 changes: 10 additions & 0 deletions src/config.py
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Expand Up @@ -47,6 +47,16 @@ class Config(BaseSettings):
region_name: str = "us-east-1"
runs_path: str = "runs/"
infered_path: str = "infered/"
checkpoints_path: str = "checkpoints/" # S3 prefix for checkpoint storage

# Production GRPO hyperparameters (from sweep optimization)
grpo_learning_rate: float = 0.00001906419115928539
grpo_per_device_train_batch_size: int = 16
grpo_num_generations: int = 4
grpo_temperature: float = 1.2292317925218237
grpo_top_p: float = 0.9086524230707756
grpo_beta: float = 0.00088482365318492
grpo_epsilon: float = 0.2649093053949679

model_config = {
"env_file": ".env",
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