prometheus-eval / prometheus
[ICLR 2024 & NeurIPS 2023 WS] An Evaluator LM that is open-source, offers reproducible evaluation, and inexpensive to use. Specifically designed for fine-grained evaluation on a customized score rubric, Prometheus is a good alternative for human evaluation and GPT-4 evaluation.
☆301Updated last year
Alternatives and similar repositories for prometheus
Users that are interested in prometheus are comparing it to the libraries listed below
Sorting:
- [ICLR 2024 Spotlight] FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets☆216Updated last year
- [EMNLP 2023] The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning☆240Updated last year
- Official repository for ORPO☆452Updated 11 months ago
- Benchmarking library for RAG☆194Updated last week
- SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models☆522Updated 10 months ago
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆484Updated 7 months ago
- Code repo for "Agent Instructs Large Language Models to be General Zero-Shot Reasoners"☆110Updated 8 months ago
- Github repository for "RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models"☆171Updated 5 months ago
- Code for paper "G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment"☆335Updated last year
- ☆515Updated 5 months ago
- Generative Representational Instruction Tuning☆628Updated 2 months ago
- ☆173Updated last year
- This is the repo for the paper Shepherd -- A Critic for Language Model Generation☆219Updated last year
- Code and model release for the paper "Task-aware Retrieval with Instructions" by Asai et al.☆162Updated last year
- This is the repository for our paper "INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning"☆203Updated 5 months ago
- ☆279Updated last year
- RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.☆445Updated last week
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆484Updated 3 months ago
- LOFT: A 1 Million+ Token Long-Context Benchmark☆193Updated 3 weeks ago
- Official repository for "Scaling Retrieval-Based Langauge Models with a Trillion-Token Datastore".☆199Updated last week
- [ICLR 2025 Spotlight] An open-sourced LLM judge for evaluating LLM-generated answers.☆362Updated 3 months ago
- Steer LLM outputs towards a certain topic/subject and enhance response capabilities using activation engineering by adding steering vecto…☆235Updated 2 months ago
- ToolQA, a new dataset to evaluate the capabilities of LLMs in answering challenging questions with external tools. It offers two levels …☆261Updated last year
- [Preprint] Learning to Filter Context for Retrieval-Augmented Generaton☆192Updated last year
- [ACL'24] Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning☆353Updated 8 months ago
- ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings - NeurIPS 2023 (oral)☆262Updated last year
- Manage scalable open LLM inference endpoints in Slurm clusters☆256Updated 10 months ago
- Forward-Looking Active REtrieval-augmented generation (FLARE)☆628Updated last year
- ☆147Updated last year
- Data and code for FreshLLMs (https://arxiv.org/abs/2310.03214)☆359Updated this week