PacificAI / langtest
Deliver safe & effective language models
Why this job: topics: mlops, benchmarks
What it does
- Generate and execute more than 60 distinct types of tests only with 1 line of code
- Test all aspects of model quality. robustness, bias, representation, fairness and accuracy.
- Automatically augment training data based on test results (for select models)
- Support for popular NLP frameworks for NER, Translation and Text-Classifcation: Spark NLP, Hugging Face & Transformers.
- Support for testing LLMS ( OpenAI, Cohere, AI21, Hugging Face Inference API and Azure-OpenAI LLMs) for question answering, toxicity, clinical-tests, legal-support, factuality, sycophancy, summarization and other popular tests.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 2 months ago
- Stars
- 561
- On GitHub
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- 2.8.0
- Released 2 months ago
- Built with
- Python
- 100% of the code
Is it looked after?
- Contributors
- Not stated
- Last 90 days
- Issues
- 99% closed
- 6 still open
- Pull requests
- 659 merged
- 1 waiting
- Releases
- 29
- 1 in the last year
- Contributing guide (opens in new tab)
- No security policy
- Code of conduct (opens in new tab)
Similar repos
| Repo | Stars | Last commit | Licence | Downloads for |
|---|---|---|---|---|
| Giskard-AI / giskard-oss | 5,946 | 7 days ago | Apache-2.0 | No downloads |
| HowieHwong / TrustLLM | 635 | 36 days ago | MIT | No downloads |
| microsoft / STATE-Bench | 111 | 3 months ago | MIT | No downloads |
More: languages, topics and project record
Languages
- Python 100%
- Makefile <1%
- Batchfile <1%
- Shell <1%
Topics
- benchmarks
- ethics-in-ai
- large-language-models
- ml-safety
- ml-testing
- mlops
- model-assessment
- nlp
- responsible-ai
- llm-test
- ai-safety
- ai-testing
Project record
- JobEvals and observability
- StatusListed
- Commits5,973
- Forks53
- Watching8
- Stars in 28 days0
- CreatedNov 18, 2022
- First seen by usNov 7, 2026
- CheckedNov 8, 2026