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Enhance SIMBA class by adding max_errors parameter to Parallel runner… #8126

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Enhance SIMBA class by adding max_errors parameter to Parallel runner… #8126

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7 changes: 5 additions & 2 deletions dspy/teleprompt/simba.py
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Original file line number Diff line number Diff line change
@@ -1,6 +1,7 @@
import dspy
import random
import logging
import sys

import numpy as np
from typing import Callable
@@ -22,6 +23,7 @@ def __init__(
max_demos=4,
demo_input_field_maxlen=100_000,
num_threads=None,
max_errors=sys.maxsize,
temperature_for_sampling=0.2,
temperature_for_candidates=0.2,
):
@@ -43,7 +45,8 @@ def __init__(
self.max_demos = max_demos
self.demo_input_field_maxlen = demo_input_field_maxlen
self.num_threads = num_threads

self.max_errors = max_errors

self.temperature_for_sampling = temperature_for_sampling
self.temperature_for_candidates = temperature_for_candidates

@@ -118,7 +121,7 @@ def register_new_program(prog: dspy.Module, score_list: list[float]):
instance_idx = 0

# Parallel runner
run_parallel = dspy.Parallel(access_examples=False, num_threads=self.num_threads)
run_parallel = dspy.Parallel(access_examples=False, num_threads=self.num_threads, max_errors=self.max_errors)

trial_logs = {}
for batch_idx in range(self.max_steps):