4860cdbfd5
* Fix Azure GPT-5 incorrectly routing to O-series config GPT-5 models support reasoning but are NOT O-series models and DO support temperature parameter. The previous routing logic in get_provider_responses_api_config() was incorrectly sending Azure GPT-5 requests to AzureOpenAIOSeriesResponsesAPIConfig which removes temperature from supported params. This fix explicitly excludes GPT-5 models from O-series routing, ensuring they use the standard AzureOpenAIResponsesAPIConfig which properly supports temperature. Fixes: Azure GPT-5 throwing UnsupportedParamsError for temperature parameter Tested: Added comprehensive unit tests for GPT-5 and O-series routing * Apply suggestion from @xingyaoww * Apply suggestion from @xingyaoww * Improve Azure routing logic to use broader 'gpt' check for temperature support Based on feedback from @krrishdholakia, updated the routing logic to check for 'gpt' in model name instead of specifically 'gpt-5'. This approach is: - More future-proof: covers all GPT models (gpt-3.5, gpt-4, gpt-5, future models) - Simpler: single check for all GPT variants - More maintainable: won't need updates for each new GPT model Changes: - litellm/utils.py: Changed from is_gpt5 to is_gpt_model check - tests: Added comprehensive test for all GPT model variants (gpt-3.5 through gpt-5) All tests pass: - GPT models (gpt-3.5-turbo, gpt-4, gpt-4o, gpt-5) -> AzureOpenAIResponsesAPIConfig (supports temperature) - O-series models (o1, o3) -> AzureOpenAIOSeriesResponsesAPIConfig (no temperature) Co-authored-by: openhands <openhands@all-hands.dev> --------- Co-authored-by: openhands <openhands@all-hands.dev> |
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|---|---|---|
| .. | ||
| audio_tests | ||
| basic_proxy_startup_tests | ||
| batches_tests | ||
| code_coverage_tests | ||
| documentation_tests | ||
| enterprise | ||
| guardrails_tests | ||
| image_gen_tests | ||
| litellm/llms | ||
| litellm_utils_tests | ||
| litellm-proxy-extras | ||
| llm_responses_api_testing | ||
| llm_translation | ||
| load_tests | ||
| local_testing | ||
| logging_callback_tests | ||
| mcp_tests | ||
| multi_instance_e2e_tests | ||
| ocr_tests | ||
| old_proxy_tests/tests | ||
| openai_endpoints_tests | ||
| otel_tests | ||
| pass_through_tests | ||
| pass_through_unit_tests | ||
| proxy_admin_ui_tests | ||
| proxy_security_tests | ||
| proxy_unit_tests | ||
| router_unit_tests | ||
| scim_tests | ||
| search_tests | ||
| spend_tracking_tests | ||
| store_model_in_db_tests | ||
| test_litellm | ||
| unified_google_tests | ||
| vector_store_tests | ||
| windows_tests | ||
| __init__.py | ||
| gettysburg.wav | ||
| large_text.py | ||
| openai_batch_completions.jsonl | ||
| README.MD | ||
| test_budget_management.py | ||
| test_callbacks_on_proxy.py | ||
| test_config.py | ||
| test_debug_warning.py | ||
| test_end_users.py | ||
| test_entrypoint.py | ||
| test_fallbacks.py | ||
| test_gpt5_azure_temperature_support.py | ||
| test_health.py | ||
| test_keys.py | ||
| test_litellm_proxy_responses_config.py | ||
| test_logging.conf | ||
| test_models.py | ||
| test_openai_endpoints.py | ||
| test_organizations.py | ||
| test_passthrough_endpoints.py | ||
| test_ratelimit.py | ||
| test_resource_cleanup.py | ||
| test_spend_logs.py | ||
| test_team_logging.py | ||
| test_team_members.py | ||
| test_team.py | ||
| test_users.py | ||
In total litellm runs 1000+ tests
[02/20/2025] Update:
To make it easier to contribute and map what behavior is tested,
we've started mapping the litellm directory in tests/test_litellm
This folder can only run mock tests.