llm-eval

Here are 32 public repositories matching this topic...

promptfoo / promptfoo

Test your prompts, agents, and RAGs. Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration.

testing ci evaluation ci-cd pentesting cicd vulnerability-scanners prompts evaluation-framework red-teaming rag llm prompt-engineering llmops prompt-testing llm-eval llm-evaluation llm-evaluation-framework

Updated Nov 23, 2024
TypeScript

Giskard-AI / giskard

Sponsor

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🐢 Open-Source Evaluation & Testing for ML & LLM systems

Updated Nov 22, 2024
Python

Arize-ai / phoenix

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AI Observability & Evaluation

datasets hacktoberfest mlops ai-monitoring ml-observability ai-observability ai-roi model-observability llmops llm-eval aiengineering

Updated Nov 23, 2024
Jupyter Notebook

uptrain-ai / uptrain

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UpTrain is an open-source unified platform to evaluate and improve Generative AI applications. We provide grades for 20+ preconfigured checks (covering language, code, embedding use-cases), perform root cause analysis on failure cases and give insights on how to resolve them.

machine-learning monitoring evaluation experimentation jailbreak-detection autoevaluation root-cause-analysis prompt-engineering llmops openai-evals llm-prompting llm-eval llm-test hallucination-detection

Updated Aug 18, 2024
Python

iterative / datachain

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AI-data warehouse to enrich, transform and analyze unstructured data

machine-learning ai cv embeddings data-analytics data-wrangling multimodal mlops llm llm-eval

Updated Nov 23, 2024
Python

athina-ai / athina-evals

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Python SDK for running evaluations on LLM generated responses

evaluation evaluation-metrics evaluation-framework llmops llm-eval llm-ops llm-evaluation llm-evaluation-toolkit

Updated Nov 15, 2024
Python

fiddlecube / fiddlecube-sdk

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Generate ideal question-answers for testing RAG

synthetic-data llm-training llm-eval fine-tune-llms

Updated Jul 9, 2024
Python

Re-Align / just-eval

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A simple GPT-based evaluation tool for multi-aspect, interpretable assessment of LLMs.

evaluation gpt4 llm llm-eval llm-evaluation llm-evaluation-toolkit

Updated Jan 29, 2024
Python

parea-ai / parea-sdk-py

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Python SDK for experimenting, testing, evaluating & monitoring LLM-powered applications - Parea AI (YC S23)

metrics good-first-issue llm prompt-engineering generative-ai llmops llm-eval llm-tools llm-evaluation llm-evaluation-toolkit llms-benchmarking llm-evaluation-framework

Updated Sep 12, 2024
Python

kuk / rulm-sbs2

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Бенчмарк сравнивает русские аналоги ChatGPT: Saiga, YandexGPT, Gigachat

russian-specific llm-eval

Updated Sep 26, 2023
Jupyter Notebook

Auto-Playground / ragrank

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🎯 Your free LLM evaluation toolkit helps you assess the accuracy of facts, how well it understands context, its tone, and more. This helps you see how good your LLM applications are.

machine-learning evaluation language-model rag llm prompt-engineering llmops llm-eval

Updated Aug 26, 2024
Python

alan-turing-institute / prompto

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An open source library for asynchronous querying of LLM endpoints

python nlp machine-learning natural-language-processing deep-learning transformers transformer hut23 large-language-models llms llm-eval llm-evaluation

Updated Nov 21, 2024
Python

Supahands / llm-comparison-backend

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This is an opensource project allowing you to compare two LLM's head to head with a given prompt, this section will be regarding the backend of this project, allowing for llm api's to be incorporated and used in the front-end

ai llm chatgpt llm-eval llm-api llm-comparison