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Title

Remove penalty params as supported params for gemini preview model

Relevant issues

Fixes LIT-1239

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  • I have Added testing in the tests/litellm/ directory, Adding at least 1 test is a hard requirement - see details
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  • My PR passes all unit tests on make test-unit
  • My PR's scope is as isolated as possible, it only solves 1 specific problem

Type

🐛 Bug Fix

Changes

Added a method which checks if the model supports penalty params or not.

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Project Deployment Preview Comments Updated (UTC)
litellm Ready Ready Preview Comment Oct 13, 2025 5:09pm

@Sameerlite Sameerlite changed the base branch from main to litellm_staging_oct October 13, 2025 17:08
@ishaan-jaff ishaan-jaff merged commit 2afae44 into litellm_staging_oct Oct 13, 2025
19 of 46 checks passed
ishaan-jaff added a commit that referenced this pull request Oct 18, 2025
* Implement fix for thinking_blocks and converse API calls

This fixes Claude's models via the Converse API, which should also fix
Claude Code.

* Add thinking literal

* Fix mypy issues

* Type fix for redacted thinking

* Add voyage model integration in sagemaker

* Add config file logic

* Use already exiting voyage transformation

* refactor code as per comments

* fix merge error

* refactor code as per comments

* refactor code as per comments

* UI new build

* [Fix] router - regression when adding/removing models  (#15451)

* fix(router): update model_name_to_deployment_indices on deployment removal

When a deployment is deleted, the model_name_to_deployment_indices map
was not being updated, causing stale index references. This could lead
to incorrect routing behavior when deployments with the same model_name
were dynamically removed.

Changes:
- Update _update_deployment_indices_after_removal to maintain
  model_name_to_deployment_indices mapping
- Remove deleted indices and decrement indices greater than removed index
- Clean up empty entries when no deployments remain for a model name
- Update test to verify proper index shifting and cleanup behavior

* fix(router): remove redundant index building during initialization

Remove duplicate index building operations that were causing unnecessary
work during router initialization:

1. Removed redundant `_build_model_id_to_deployment_index_map` call in
   __init__ - `set_model_list` already builds all indices from scratch

2. Removed redundant `_build_model_name_index` call at end of
   `set_model_list` - the index is already built incrementally via
   `_create_deployment` -> `_add_model_to_list_and_index_map`

Both indices (model_id_to_deployment_index_map and
model_name_to_deployment_indices) are properly maintained as lookup
indexes through existing helper methods. This change eliminates O(N)
duplicate work during initialization without any behavioral changes.

The indices continue to be correctly synchronized with model_list on
all operations (add/remove/upsert).

* fix(prometheus): Fix Prometheus metric collection in a multi-workers environment (#14929)

Co-authored-by: sotazhang <[email protected]>

* Add tiered pricing and cost calculation for xai

* Use generic cost calculator

* Resolve conflicts in generated HTML files

* Remove penalty params as supported params for gemini preview model (#15503)

* fix conversion of thinking block

* add application level encryption in SQS (#15512)

* docs: fix doc

* docs(index.md): bump rc

* [Fix] GEMINI - CLI -  add google_routes to llm_api_routes (#15500)

* fix: add google_routes to llm_api_routes

* test: test_virtual_key_llm_api_routes_allows_google_routes

* build: bump version

* bump: version 1.78.0 → 1.78.1

* add application level encryption in SQS

* add application level encryption in SQS

---------

Co-authored-by: Krrish Dholakia <[email protected]>
Co-authored-by: Ishaan Jaff <[email protected]>
Co-authored-by: deepanshu <[email protected]>

* [Feat] Bedrock Knowledgebase - return search_response when using /chat/completions API with LiteLLM (#15509)

* docs: fix doc

* docs(index.md): bump rc

* [Fix] GEMINI - CLI -  add google_routes to llm_api_routes (#15500)

* fix: add google_routes to llm_api_routes

* test: test_virtual_key_llm_api_routes_allows_google_routes

* add AnthropicCitation

* fix async_post_call_success_deployment_hook

* fix add vector_store_custom_logger to global callbacks

* test_e2e_bedrock_knowledgebase_retrieval_with_llm_api_call

* async_post_call_success_deployment_hook

* add async_post_call_streaming_deployment_hook

* async def test_e2e_bedrock_knowledgebase_retrieval_with_llm_api_call_streaming(setup_vector_store_registry):

* fix _call_post_streaming_deployment_hook

* fix async_post_call_streaming_deployment_hook

* test update

* docs: Accessing Search Results

* docs KB

* fix chatUI

* fix searchResults

* fix onSearchResults

* fix kb

---------

Co-authored-by: Krrish Dholakia <[email protected]>

* [Feat] Add dynamic rate limits on LiteLLM Gateway  (#15518)

* docs: fix doc

* docs(index.md): bump rc

* [Fix] GEMINI - CLI -  add google_routes to llm_api_routes (#15500)

* fix: add google_routes to llm_api_routes

* test: test_virtual_key_llm_api_routes_allows_google_routes

* build: bump version

* bump: version 1.78.0 → 1.78.1

* fix: KeyRequestBase

* fix rpm_limit_type

* fix dynamic rate limits

* fix use dynamic limits here

* fix _should_enforce_rate_limit

* fix _should_enforce_rate_limit

* fix counter

* test_dynamic_rate_limiting_v3

* use _create_rate_limit_descriptors

---------

Co-authored-by: Krrish Dholakia <[email protected]>

* Add google rerank endpoint

* Add docs

* fix mypy error

* fix mypy and lint errors

* Add haiku 4.5 integration

* Add haiku 4.5 integration for other regions as well

* Handle citation field correctly

* Fix filtering headers for signature calcs

* Add haiku 4.5 integration (#15650)

---------

Co-authored-by: Leslie Cheng <[email protected]>
Co-authored-by: Sameer Kankute <[email protected]>
Co-authored-by: Alexsander Hamir <[email protected]>
Co-authored-by: Lucas <[email protected]>
Co-authored-by: sotazhang <[email protected]>
Co-authored-by: Deepanshu Lulla <[email protected]>
Co-authored-by: Krrish Dholakia <[email protected]>
Co-authored-by: deepanshu <[email protected]>
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4 participants