From 1ad8165a8758c9bcd083f60cc8ad77ece53ce061 Mon Sep 17 00:00:00 2001 From: mlflow-automation Date: Tue, 12 Nov 2024 14:01:57 +0000 Subject: [PATCH] Run python3 dev/update_changelog.py --prev-version 2.1... Signed-off-by: mlflow-automation --- CHANGELOG.md | 35 +++++++++++++++++++++++++++++++++++ 1 file changed, 35 insertions(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index 96816bd320518c..a229e32da45647 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,5 +1,40 @@ # CHANGELOG +## 2.18.0 (2024-11-12) + +MLflow 2.18.0 includes several major features and improvements + +Features: + +- [Tracking] [2/x] Support non-OAI providers as LLM judges for GenAI metrics. (#13717, @B-Step62) +- [UI] MLflow UI sync (#13685, @daniellok-db) +- [Tracking] [1/x] Support custom headers and proxy URL for LLM-as-a-Judge model (#13715, @B-Step62) +- [Tracking] Adding to_dict as a method for model config (#13660, @sunishsheth2009) +- [] Add environment variable detection in model logging (#13584, @serena-ruan) +- [Tracking] Make autolog enabling / disabling thread-safe (#13419, @WeichenXu123) +- [Models] Add Huggingfaces Evaluate BLEU metrics (#12799, @nebrass) + +Bug fixes: + +- [] Cascade deletes to datasets when deleting experiments (#13741, @daniellok-db) +- [Tracking] Fix async logging batch splitting validation rule (#13722, @WeichenXu123) +- [] Fix langchain pyfunc predict input conversion (#13652, @serena-ruan) +- [Tracking] Fix LangChain autologging thread-safety issue (#13672, @B-Step62) +- [Tracking] Fix tracing source run (#13610, @WeichenXu123) +- [Tracking] [2.18 release-blocker] Fix spark autologging (#13599, @WeichenXu123) +- [Models] Fix RunnableBinding saving (#13566, @B-Step62) + +Documentation updates: + +- [] Add docstring warnings for upcoming changes to ChatModel (#13730, @stevenchen-db) +- [Docs] Add doc on how to use code paths for custom library (#13702, @TomeHirata) +- [Docs] Improve sparkML log_model doc (#13684, @WeichenXu123) +- [Tracking] [Docs] Updating the docs for model config in logging model as code (#13631, @sunishsheth2009) + +Small bug fixes and documentation updates: + +#13764, #13761, #13738, #13737, #13735, #13734, #13723, #13726, #13662, #13692, #13689, #13688, #13680, #13674, #13666, #13661, #13625, #13460, #13626, #13546, #13621, #13623, #13603, #13617, #13614, #13606, @harupy; #13699, #13742, #13703, #13669, #13682, #13567, #13580, @serena-ruan; #13705, @williamjamir; #13632, @shichengzhou-db; #13755, #13712, #13595, @BenWilson2; #13745, #13743, #13697, #13548, #13549, @WeichenXu123; #13749, #13733, #13678, #13721, #13611, @B-Step62; #13708, @smurching; #13739, @fedorkobak; #13728, #13719, #13695, #13677, @TomeHirata; #13736, #13649, @daniellok-db; #13711, @bhavya2109sharma; #13693, #13658, @aravind-segu; #13553, @dsuhinin; #13663, @gitlijian; #13657, #13629, @parag-shendye; #13630, @JohannesJungbluth; #13613, @itepifanio; #13480, @agjendem; #13627, @ilyaresh + ## 2.17.2 (2024-10-31) MLflow 2.17.2 includes several major features and improvements