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feat(config): expose sampling temperature and document reproducibility

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Adds a cross-provider temperature config (and TRADINGAGENTS_TEMPERATURE),
forwarded to every LLM client when set, so runs can be made less variable
on models that honor it. Adds a README "Reproducibility" section that
separates the sources of run-to-run variation, what users can control
(temperature, non-reasoning model, pinned date), and what is inherent to
LLM-driven analysis, and notes that the identity and verified-data fixes
already removed the "different companies / fabricated prices" variance.

#178 #168
This commit is contained in:
Yijia-Xiao
2026-05-31 03:51:50 +00:00
parent 47cbb321fe
commit 8a22594607
9 changed files with 123 additions and 4 deletions
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4
.env.example
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@@ -30,3 +30,7 @@ OPENROUTER_API_KEY=
#TRADINGAGENTS_MAX_DEBATE_ROUNDS=1
#TRADINGAGENTS_MAX_RISK_ROUNDS=1
#TRADINGAGENTS_CHECKPOINT_ENABLED=false
# Sampling temperature (lower = less run-to-run variation on models that
# honor it). Unset leaves each provider at its default. See the README
# "Reproducibility" note — no setting makes LLM output fully deterministic.
#TRADINGAGENTS_TEMPERATURE=0.0