asahi417 / lmpplLinks
Calculate perplexity on a text with pre-trained language models. Support MLM (eg. DeBERTa), recurrent LM (eg. GPT3), and encoder-decoder LM (eg. Flan-T5).
☆162Updated 4 months ago
Alternatives and similar repositories for lmppl
Users that are interested in lmppl are comparing it to the libraries listed below
Sorting:
- Repository for EMNLP 2022 Paper: Towards a Unified Multi-Dimensional Evaluator for Text Generation☆213Updated last year
- ☆189Updated 3 months ago
- Multilingual Large Language Models Evaluation Benchmark☆132Updated last year
- Token-level Reference-free Hallucination Detection☆96Updated 2 years ago
- Github repository for "RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models"☆205Updated 10 months ago
- Source Code of Paper "GPTScore: Evaluate as You Desire"☆257Updated 2 years ago
- ☆79Updated last year
- What's In My Big Data (WIMBD) - a toolkit for analyzing large text datasets☆223Updated 11 months ago
- A curated list of research papers and resources on Cultural LLM.☆52Updated last year
- Code and model release for the paper "Task-aware Retrieval with Instructions" by Asai et al.☆165Updated 2 years ago
- ACL2023 - AlignScore, a metric for factual consistency evaluation.☆138Updated last year
- A Survey of Attributions for Large Language Models☆216Updated last year
- Implementation of "The Power of Scale for Parameter-Efficient Prompt Tuning"☆166Updated 4 years ago
- This is the repository of HaluEval, a large-scale hallucination evaluation benchmark for Large Language Models.☆517Updated last year
- BARTScore: Evaluating Generated Text as Text Generation☆360Updated 3 years ago
- A package to evaluate factuality of long-form generation. Original implementation of our EMNLP 2023 paper "FActScore: Fine-grained Atomic…☆394Updated 6 months ago
- contrastive decoding☆202Updated 2 years ago
- Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback☆97Updated 2 years ago
- Finetune mistral-7b-instruct for sentence embeddings☆87Updated last year
- [Data + code] ExpertQA : Expert-Curated Questions and Attributed Answers☆135Updated last year
- ☆85Updated 10 months ago
- Tk-Instruct is a Transformer model that is tuned to solve many NLP tasks by following instructions.☆181Updated 3 years ago
- Codebase, data and models for the SummaC paper in TACL☆102Updated 9 months ago
- ACL 2022: An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models.☆149Updated 2 months ago
- Fact-Checking the Output of Generative Large Language Models in both Annotation and Evaluation.☆106Updated last year
- Code and data accompanying the paper "TRUE: Re-evaluating Factual Consistency Evaluation".☆81Updated 3 months ago
- MultilingualSIFT: Multilingual Supervised Instruction Fine-tuning☆94Updated 2 years ago
- Long Document Summarization Papers☆152Updated 2 years ago
- A Simple but Powerful SOTA NER Model | Official Code For Label Supervised LLaMA Finetuning☆155Updated last year
- Code and data for "Lost in the Middle: How Language Models Use Long Contexts"☆361Updated last year