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A multi-purpose LLM framework for RAG and data creation.

Python 609 50 Updated Jan 13, 2024

Practical course about Large Language Models.

Jupyter Notebook 1,028 272 Updated Aug 12, 2024

Code and Data for "Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering"

Python 75 3 Updated Aug 12, 2024

🤗 Evaluate: A library for easily evaluating machine learning models and datasets.

Python 1,929 239 Updated Aug 12, 2024

Download market data from Yahoo! Finance's API

Python 12,733 2,272 Updated Aug 12, 2024

Implementation of the Paper "Goal-Driven Explainable Clustering via Language Descriptions"

Python 33 2 Updated May 24, 2023

The official Meta Llama 3 GitHub site

Python 25,438 2,819 Updated Aug 12, 2024

A framework for few-shot evaluation of language models.

Python 6,118 1,622 Updated Aug 12, 2024

A Survey of Attributions for Large Language Models

152 8 Updated Aug 7, 2024

[ Text Analytics ] 법률 도메인 특화 한국어 기반 LLM 개발

Jupyter Notebook 7 2 Updated May 28, 2024

A Native-PyTorch Library for LLM Fine-tuning

Python 3,762 324 Updated Aug 13, 2024

Uncertainty quantification with PyTorch

Python 299 12 Updated Aug 12, 2024

Instruct-tune LLaMA on consumer hardware

Jupyter Notebook 18,479 2,208 Updated Jul 29, 2024

Source code of the paper: RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering [Findings of ACL 2024]

Python 52 1 Updated May 28, 2024

OpenAGI: When LLM Meets Domain Experts

Python 1,881 157 Updated Aug 4, 2024

Faithfulness and factuality annotations of XSum summaries from our paper "On Faithfulness and Factuality in Abstractive Summarization" (https://www.aclweb.org/anthology/2020.acl-main.173.pdf).

80 7 Updated Nov 26, 2020

Forked repo from https://github.com/EleutherAI/lm-evaluation-harness/commit/1f66adc

Python 61 18 Updated Feb 28, 2024

The Universe of Evaluation. All about the evaluation for LLMs.

Python 203 19 Updated Jul 9, 2024

Awesome LLM for NLG Evaluation Papers

16 Updated Jan 23, 2024

Awesome-LLM-Eval: a curated list of tools, datasets/benchmark, demos, leaderboard, papers, docs and models, mainly for Evaluation on LLMs. 一个由工具、基准/数据、演示、排行榜和大模型等组成的精选列表,主要面向基础大模型评测,旨在探求生成式AI的技术边界.

373 38 Updated Jul 31, 2024

The papers are organized according to our survey: Evaluating Large Language Models: A Comprehensive Survey.

667 41 Updated May 8, 2024

Awesome LLM Benchmarks to evaluate the LLMs across text, code, image, audio, video and more.

102 6 Updated Jan 3, 2024

Time-series-LLM

Python 20 3 Updated Oct 31, 2023

Unofficial re-implementation of "Trusting Your Evidence: Hallucinate Less with Context-aware Decoding"

Jupyter Notebook 23 1 Updated Nov 6, 2023

Instructional learning for Aspect Based Sentiment Analysis [NAACL-2024]

Jupyter Notebook 131 21 Updated Jul 5, 2024

Code and data for "KoDialogBench: Evaluating Conversational Understanding of Language Models with Korean Dialogue Benchmark" (LREC-COLING 2024)

Python 14 Updated Mar 2, 2024

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

Jupyter Notebook 12,854 1,829 Updated Jul 18, 2024

🔥Highlighting the top ML papers every week.

9,641 556 Updated Aug 12, 2024

A WebUI for Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

Python 28,868 3,539 Updated Aug 12, 2024
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