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Fix config override bug by recreating LMs after load_state

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Farouk Adeleke
2026-01-24 00:53:08 -08:00
parent 2cd7286320
commit 2e671bd27f
1 changed files with 12 additions and 10 deletions
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22
nanocode.py
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@@ -222,20 +222,11 @@ class RLMCodingProgram(PrecompiledProgram):
)
self.agent.set_lm(self.lm)
self.set_lm(self.lm)
print(f"{BLUE}CONFIG WAS SET: {self.config}{RESET}")
print(f"{BLUE}LM WAS SET: {self.agent.get_lm()}{RESET}")
print(f"{BLUE}SUB LM WAS SET: {self.agent.sub_lm.model}{RESET}")
def forward(self, task: str) -> str:
if not task:
return dspy.Prediction(answer="No Task Given.")
print(f"{YELLOW}DEBUG forward() - agent.get_lm(): {self.agent.get_lm()}{RESET}")
print(f"{YELLOW}DEBUG forward() - self.lm.model: {self.lm.model}{RESET}")
print(f"{YELLOW}DEBUG forward() - agent.sub_lm.model: {self.agent.sub_lm.model}{RESET}")
print(f"{YELLOW}DEBUG forward() - self.sub_lm.model: {self.sub_lm.model}{RESET}")
print(f"{YELLOW}DEBUG forward() - id(agent.get_lm()): {id(self.agent.get_lm())}, id(self.lm): {id(self.lm)}{RESET}")
return self.agent(task=task)
def get_tools(self):
@@ -281,6 +272,17 @@ class RLMCodingProgram(PrecompiledProgram):
self.reload_repl()
print(f"{BLUE}LMs RELOADED: {self.lm.model}, {self.sub_lm.model}{RESET}")
def load_state(self, state):
"""Override to recreate LMs from config after loading state.
PrecompiledProgram.from_precompiled() calls load_state() AFTER __init__,
which overwrites our LMs with saved state. We fix this by recreating
the LMs from self.config after the parent load_state runs.
"""
super().load_state(state)
# Recreate LMs from config (not from saved state)
self.reload_lms()
if __name__ == "__main__":
agent = RLMCodingProgram(RLMCodingConfig())
agent.push_to_hub(MODAIC_REPO_PATH, commit_message="Add reload_lms method and debug forward()", branch="dev")
agent.push_to_hub(MODAIC_REPO_PATH, commit_message="Fix config override bug by recreating LMs after load_state", branch="dev")