Search Results - RepositoryStats

197

2.2k

apache-2.0

20

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 ro...

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

Created 2022-11-07

770 commits to main branch, last one 6 months ago

UHGEval IAAR-Shanghai

17

158

apache-2.0

10

[ACL 2024] User-friendly evaluation framework: Eval Suite & Benchmarks: UHGEval, HaluEval, HalluQA, etc.

llm qwen ceval gpt-3 gpt-4 openai chatgpt dataset benchmark evaluation openai-api huggingface hallucination hallucinations large-language-models hallucination-detection hallucination-evaluation huggingface-transformers

Created 2023-11-06

167 commits to main branch, last one 2 months ago

Lookback-Lens voidism

6

118

unknown

3

Code for the EMNLP 2024 paper "Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps"

factuality hallucinations text-generation large-language-models hallucination-detection

Created 2024-07-08

7 commits to main branch, last one 5 months ago

Awesome-LVLM-Hallucination NishilBalar

4

82

unknown

3

up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources

llm mlm lvlm mllm hallucination hallucination-survey large-language-models hallucination-research vision-language-models hallucination-benchmark hallucination-detection hallucination-evaluation hallucination-mitigation multimodal-language-model large-vision-language-models multimodal-large-language-models

Created 2024-03-15

52 commits to master branch, last one 4 days ago

EasyDetect OpenKG-ORG

3

56

apache-2.0

5

An Easy-to-use Hallucination Detection Framework for LLMs.

aigc easydetect generation genrative-ai hallucinations knowledge-graph large-language-models hallucination-detection natural-language-processing multimodal-large-language-models

Created 2023-12-31

56 commits to main branch, last one 9 months ago

PHUDGE deshwalmahesh

7

48

unknown

1

Official repo for the paper PHUDGE: Phi-3 as Scalable Judge. Evaluate your LLMs with or without custom rubric, reference answer, absolute, relative and much more. It contains a list of all the availab...

ai ml llm nlp sota judge phi-3 pytorch evaluation finetuning hallucination custom-dataset llm-evaluation feedback-collection hallucination-detection

Created 2024-05-11

30 commits to main branch, last one 6 months ago

verifAI nikolamilosevic86

3

46

agpl-3.0

3

VerifAI initiative to build open-source easy-to-deploy generative question-answering engine that can reference and verify answers for correctness (using posteriori model)