What's Changed
- Prometheus - custom metrics support + other improvements by @krrishdholakia in #7489
- (feat) POST
/fine_tuning/jobs
support passing vertex specific hyper params by @ishaan-jaff in #7490 - (Feat) - LiteLLM Use
UsernamePasswordCredential
for Azure OpenAI by @ishaan-jaff in #7496 - (docs) Add docs on load testing benchmarks by @ishaan-jaff in #7499
- (Feat) Add support for reading secrets from Hashicorp vault by @ishaan-jaff in #7497
- Litellm dev 12 30 2024 p2 by @krrishdholakia in #7495
- Refactor Custom Metrics on Prometheus - allow setting k,v pairs on all metrics via config.yaml by @krrishdholakia in #7498
- (fix) GCS bucket logger - apply
truncate_standard_logging_payload_content
tostandard_logging_payload
and ensure GCS flushes queue on fails by @ishaan-jaff in #7500 - Litellm dev 01 01 2025 p3 by @krrishdholakia in #7503
- Litellm dev 01 02 2025 p2 by @krrishdholakia in #7512
- Revert "(fix) GCS bucket logger - apply
truncate_standard_logging_payload_content
tostandard_logging_payload
and ensure GCS flushes queue on fails" by @ishaan-jaff in #7515 - (perf) use
aiohttp
forcustom_openai
by @ishaan-jaff in #7514 - (perf) use threadpool executor - for sync logging integrations by @ishaan-jaff in #7509
Full Changelog: v1.56.6...v1.56.8
Docker Run LiteLLM Proxy
docker run \
-e STORE_MODEL_IN_DB=True \
-p 4000:4000 \
ghcr.io/berriai/litellm:main-v1.56.8
Don't want to maintain your internal proxy? get in touch 🎉
Hosted Proxy Alpha: https://calendly.com/d/4mp-gd3-k5k/litellm-1-1-onboarding-chat
Load Test LiteLLM Proxy Results
Name | Status | Median Response Time (ms) | Average Response Time (ms) | Requests/s | Failures/s | Request Count | Failure Count | Min Response Time (ms) | Max Response Time (ms) |
---|---|---|---|---|---|---|---|---|---|
/chat/completions | Passed ✅ | 230.0 | 247.81903455189286 | 6.181081075067931 | 0.0 | 1850 | 0 | 191.81740900000932 | 2126.8676100000903 |
Aggregated | Passed ✅ | 230.0 | 247.81903455189286 | 6.181081075067931 | 0.0 | 1850 | 0 | 191.81740900000932 | 2126.8676100000903 |