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fix code evaluation

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This commit is contained in:
YeAnbang
2025-07-14 16:25:03 +08:00
parent 594c2c6522
commit 352a8e0430
6 changed files with 104 additions and 30 deletions
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19
applications/ColossalChat/rl_example.py
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@@ -12,6 +12,9 @@ DEFAUT_SYSTEM_PROMPT = {
"code": "You are a helpful assistant.",
}
# bypass the proxy for local addresses
os.environ["no_proxy"] = "127.0.0.1,localhost"
if __name__ == "__main__":
parser = argparse.ArgumentParser()
parser.add_argument("-m", "--model", type=str, default="Qwen/Qwen2.5-7B")
@@ -138,6 +141,13 @@ if __name__ == "__main__":
choices=["think_answer_tags", "boxed", "code"],
help="Reward type for GRPO.",
)
parser.add_argument(
"-cv",
"--code-verifier-api-url",
type=str,
default=None,
help="API URL for code verifier. If not provided, the code verifier will be disabled.",
)
parser.add_argument(
"-ei",
"--eval-interval",
@@ -165,6 +175,7 @@ if __name__ == "__main__":
parser.add_argument(
"--enable_profiling", action="store_true", default=False, help="Enable profiling for the training process."
)
args = parser.parse_args()
if args.train_minibatch_size is None:
@@ -188,7 +199,7 @@ if __name__ == "__main__":
namespace="ray-example",
runtime_env={
"env_vars": {
# "RAY_DEBUG_POST_MORTEM": "1" # enable post-mortem debugging with ray
# "RAY_DEBUG_POST_MORTEM": "1", # enable post-mortem debugging with ray
"TOKENIZERS_PARALLELISM": "false"
},
},
@@ -201,7 +212,7 @@ if __name__ == "__main__":
_temp_dir=args.ray_dir,
runtime_env={
"env_vars": {
# "RAY_DEBUG_POST_MORTEM": "1" # enable post-mortem debugging with ray
# "RAY_DEBUG_POST_MORTEM": "1", # enable post-mortem debugging with ray
"TOKENIZERS_PARALLELISM": "false"
},
},
@@ -321,7 +332,9 @@ if __name__ == "__main__":
}
else:
raise ValueError(f"Unsupported algorithm: {args.algo}")
if args.reward_type == "code":
assert args.code_verifier_api_url is not None, "Please provide a code verifier API URL for code reward type."
grpo_config.update({"code_verifier_api_url": args.code_verifier_api_url})
if args.system_prompt is None:
# Default system prompt
args.system_prompt = DEFAUT_SYSTEM_PROMPT[args.reward_type]