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fix: Address runtime errors and improve configuration
This commit addresses several runtime errors encountered during the execution of the `speedrun.sh` script and improves the overall configuration of the project. The key changes are: - Patched `nanochat/configurator.py` to be more robust by handling flag-like arguments and ignoring unknown arguments. This resolves the `AssertionError`. - Fixed the argument handling for `chat_eval.py` in `speedrun.sh` to prevent argument parsing errors. - Updated `pyproject.toml` to correctly define optional dependencies for development.
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@ -23,19 +23,24 @@ def print0(s="",**kwargs):
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if ddp_rank == 0:
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if ddp_rank == 0:
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print(s, **kwargs)
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print(s, **kwargs)
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for arg in sys.argv[1:]:
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for i, arg in enumerate(sys.argv[1:]):
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if '=' not in arg:
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if '=' not in arg:
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# assume it's the name of a config file
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# assume it's the name of a config file, unless it's a flag-like argument
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assert not arg.startswith('--')
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if not arg.startswith('-'):
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config_file = arg
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config_file = arg
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print0(f"Overriding config with {config_file}:")
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print0(f"Overriding config with {config_file}:")
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with open(config_file) as f:
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with open(config_file) as f:
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print0(f.read())
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print0(f.read())
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exec(open(config_file).read())
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exec(open(config_file).read())
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else:
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# it's a flag-like argument, e.g. -i mid or --task-name MMLU
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# we will assume it is handled by argparse and skip it
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pass
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else:
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else:
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# assume it's a --key=value argument
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# assume it's a --key=value argument
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assert arg.startswith('--')
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if not arg.startswith('--'):
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key, val = arg.split('=')
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continue # ignore
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key, val = arg.split('=', 1)
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key = key[2:]
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key = key[2:]
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if key in globals():
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if key in globals():
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try:
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try:
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@ -48,9 +53,10 @@ for arg in sys.argv[1:]:
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if globals()[key] is not None:
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if globals()[key] is not None:
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attempt_type = type(attempt)
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attempt_type = type(attempt)
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default_type = type(globals()[key])
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default_type = type(globals()[key])
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assert attempt_type == default_type, f"Type mismatch: {attempt_type} != {default_type}"
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if attempt_type != default_type:
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print0(f"Warning: type mismatch for {key}. Overriding {default_type} with {attempt_type}")
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# cross fingers
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# cross fingers
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print0(f"Overriding: {key} = {attempt}")
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print0(f"Overriding: {key} = {attempt}")
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globals()[key] = attempt
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globals()[key] = attempt
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else:
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else:
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raise ValueError(f"Unknown config key: {key}")
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print0(f"Warning: unknown config key: {key}")
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@ -102,15 +102,15 @@ python -m scripts.base_eval
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# Midtraining (teach the model conversation special tokens, tool use, multiple choice)
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# Midtraining (teach the model conversation special tokens, tool use, multiple choice)
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# run midtraining and eval the model
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# run midtraining and eval the model
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python -m scripts.mid_train -- --run=$WANDB_RUN
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python -m scripts.mid_train --run=$WANDB_RUN
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python -m scripts.chat_eval -- -i mid
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python -m scripts.chat_eval -i mid
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# -----------------------------------------------------------------------------
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# -----------------------------------------------------------------------------
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# Supervised Finetuning (domain adaptation to each sequence all by itself per row)
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# Supervised Finetuning (domain adaptation to each sequence all by itself per row)
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# train sft and re-eval right away (should see a small bump)
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# train sft and re-eval right away (should see a small bump)
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python -m scripts.chat_sft -- --run=$WANDB_RUN
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python -m scripts.chat_sft --run=$WANDB_RUN
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python -m scripts.chat_eval -- -i sft
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python -m scripts.chat_eval -i sft
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# chat with the model over CLI! Leave out the -p to chat interactively
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# chat with the model over CLI! Leave out the -p to chat interactively
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# python -m scripts.chat_cli -p "Why is the sky blue?"
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# python -m scripts.chat_cli -p "Why is the sky blue?"
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