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litellm/tests/test_litellm/llms
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Mateo Wang bae04591b2
feat(anthropic): add Claude Opus 4.8 and prune reasoning-effort flags (#29238) 
* feat(anthropic): add Claude Opus 4.8 and prune reasoning-effort flags

Register claude-opus-4-8 across the anthropic/bedrock/vertex/azure cost-map
entries, BEDROCK_CONVERSE_MODELS, and the setup-wizard provider list.

Prune two reasoning-effort fields from the cost map:
- Drop supports_minimal_reasoning_effort from the Claude fleet (58 entries).
  "minimal" is not a real Anthropic effort level (the API accepts only
  low/medium/high/xhigh/max), so LiteLLM degrades it to "low" regardless;
  the flag was inert and misleading on Anthropic.
- Remove tool_use_system_prompt_tokens everywhere (103 entries). It is not in
  the ModelInfo type and is read by no production code.

Update the affected config/schema tests; the reasoning-effort registry tests
now assert the Claude fleet omits supports_minimal.

* fix(anthropic): recognize output_config effort after minimal-flag prune

Pruning supports_minimal_reasoning_effort from the Claude fleet removed the
only "supports effort param" marker from 11 Opus 4.5 / mythos-preview map
entries that lack supports_output_config. _model_supports_effort_param then
returned False for them, so output_config was wrongly dropped under
drop_params=True -- regressing
test_anthropic_model_supports_effort_param_recognizes_supporting_models for
claude-opus-4-5-20251101 and the mythos preview.

- _model_supports_effort_param now treats supports_output_config as a
  sufficient signal, matching the bedrock-invoke call sites that already
  check supports_output_config OR a reasoning-effort flag. Shared map lookup
  extracted into _supports_model_capability.
- Add supports_output_config: true to the 11 Opus 4.5 / mythos entries that
  lost their only marker, restoring prior effort-forwarding behavior without
  re-adding the inert minimal flag.
2026-05-28 18:50:33 -07:00
..
amazon_nova/chat style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
anthropic feat(anthropic): add Claude Opus 4.8 and prune reasoning-effort flags (#29238) 2026-05-28 18:50:33 -07:00
azure fix(azure): preserve AD token refresh in v1 OpenAI client path (#28627) 2026-05-25 21:08:52 -07:00
azure_ai refactor: remove unnecessary comments from #27074 2026-05-04 19:34:56 +00:00
base_llm fix(team): keep team_alias cache in sync on _cache_team_object writes (#28737) 2026-05-25 19:16:36 -07:00
baseten/chat style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
bedrock feat: add support for claude code goal mode for bedrock opus output config (#28898) 2026-05-28 09:14:57 -07:00
bedrock_mantle style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
black_forest_labs style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
bytez/chat fix: preserve safe provider model path segments 2026-04-29 22:09:54 -07:00
chat style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
chatgpt Litellm oss staging 04 21 2026 2 (#26569) 2026-05-20 21:25:19 -07:00
cloudflare fix: preserve safe provider model path segments 2026-04-29 22:09:54 -07:00
cohere style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
cometapi/chat style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
compactifai style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
crusoe fix(crusoe): remove trailing slashes from API base URLs and fix list indentation 2026-05-01 17:27:52 +05:30
custom_httpx perf: reduce per-request and per-chunk overhead across Anthropic streaming hot paths (#28289) 2026-05-23 12:15:59 -07:00
dashscope Litellm oss staging (#28161) 2026-05-18 16:27:44 -07:00
databricks style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
datarobot style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
deepgram style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
deepinfra style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
deepseek fix(deepseek): use native /anthropic/v1/messages endpoint and sanitize tools (#28200) 2026-05-18 18:14:13 -07:00
docker_model_runner style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
elevenlabs test: avoid provider test module name collision 2026-04-29 22:36:57 -07:00
featherless_ai/chat style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
fireworks_ai Litellm oss staging 04 21 2026 2 (#26569) 2026-05-20 21:25:19 -07:00
gemini [Feat] Add tool calling support for gemini and vertex ai live api (#26590) 2026-05-26 14:40:42 -07:00
github_copilot fix black and github mock test 2026-05-11 20:41:10 +05:30
heroku style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
hosted_vllm fix(hosted_vllm): normalize custom tools for chat completions (#25763) 2026-05-05 17:27:02 -07:00
huggingface style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
jina_ai/embedding feat(JinaAI): support multimodal embedding models (#13181) 2025-08-05 19:21:56 -07:00
lemonade style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
litellm_proxy chore: simplify ownership tracking — drop thin stores, in-memory fallback, hand-rolled cache 2026-05-05 00:23:32 +00:00
llamafile/chat style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
lm_studio style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
manus fix: encode upstream URL path identifiers 2026-04-29 22:02:39 -07:00
meta_llama fix: add missing OpenAI chat completion params to OPENAI_CHAT_COMPLETION_PARAMS (#21360) 2026-02-16 20:31:21 -08:00
minimax style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
mistral Merge pull request #25256 from BerriAI/litellm_ishaan_april6 2026-04-17 16:26:45 -07:00
moonshot add moonshot/kimi-k2.6 to model registry (#26203) 2026-04-21 19:58:43 -07:00
nebius test: fixes 2025-05-31 12:42:56 -07:00
novita/chat Litellm fix GitHub action testing (#11163) 2025-05-26 14:41:42 -07:00
nscale/chat Litellm fix GitHub action testing (#11163) 2025-05-26 14:41:42 -07:00
nvidia_riva feat(audio_transcription): add NVIDIA Riva STT provider (#27185) 2026-05-05 17:17:51 -07:00
oci CI: copy of #25177 (OCI GenAI: embeddings, streaming/reasoning fixes, model catalog) (#28223) 2026-05-23 12:15:41 -07:00
ocr Add OCR guardrail_translation handler and support (#22145) 2026-02-28 17:39:36 -08:00
ollama Litellm agent oss staging 05 11 2026 (#27733) 2026-05-13 14:09:12 -07:00
openai feat(openai): apply regional-processing cost uplift for EU/US data residency (#28626) 2026-05-25 20:36:14 -07:00
openai_like style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
openrouter style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
ovhcloud fix(ovhcloud): remove dead transform_response override 2026-04-28 23:09:17 +05:30
perplexity style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
pg_vector/vector_stores fix: encode upstream URL path identifiers 2026-04-29 22:02:39 -07:00
publicai style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
ragflow/chat fix: encode upstream URL path identifiers 2026-04-29 22:02:39 -07:00
recraft style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
reducto Litellm oss staging 04 21 2026 2 (#26569) 2026-05-20 21:25:19 -07:00
runwayml fix: encode upstream URL path identifiers 2026-04-29 22:02:39 -07:00
s3_vectors Fix extra body error 2026-04-29 08:34:31 +05:30
sagemaker fix(sagemaker): send native Cohere embed payload to Cohere SageMaker endpoints (#28613) 2026-05-22 12:00:42 -07:00
sambanova Feat/sambanova embeddings (#13308) 2025-08-12 17:15:26 -07:00
sap style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
scaleway Feature/add audio support for scaleway (#26110) 2026-04-20 14:49:41 -07:00
snowflake style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
stability style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
vercel_ai_gateway style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
vertex_ai fix(vertex-ai): use DB credentials in video handlers + implement Veo video edit (#29098) 2026-05-28 11:45:41 -07:00
volcengine fix: encode upstream URL path identifiers 2026-04-29 22:02:39 -07:00
voyage/rerank style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
wandb (feat): Add W&B Inference to LiteLLM 2025-09-11 00:07:30 +05:30
watsonx style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
xai Litellm oss staging 04 21 2026 2 (#26569) 2026-05-20 21:25:19 -07:00
zai style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_cache_control_and_reasoning.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_file_content_block.py Litellm oss staging (#28161) 2026-05-18 16:27:44 -07:00
test_file_search_responses.py fix(tests): use canonical litellm_enterprise import path (#27699) 2026-05-12 12:32:57 -07:00
test_lifecycle_fix.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_oom_fixes.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_polling_url_origin_match.py chore(security): close two unaddressed SSRF cases 2026-05-01 18:43:47 +00:00
test_predibase_transformation.py refactor(predibase): migrate transform_request and transform_response… (#25249) 2026-04-27 08:58:22 +05:30