Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard and designing lighteval!
- evaluation
- evaluation-metrics
- guidebook
- large-language-models
Repository Index
78,851 visible repositories in the index
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Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)
Machine Learning Course, Sharif University of Technology
Logica is a logic programming language that compiles to SQL. It runs on DuckDB, Google BigQuery, PostgreSQL and SQLite.
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
- pytorch
- stochastic-differential-equations
- inverse-problems
- generative-models
《面向开发者的 ChatGPT 提示词工程》非官方版中英双语字幕 Unofficial subtitles of "ChatGPT Prompt Engineering for Developers"
- chatgpt
- chinese-translation
- prompt-engineering
- prompt-learning
subpixel: A subpixel convnet for super resolution with Tensorflow
开源人脸口罩检测模型和数据 Detect faces and determine whether people are wearing mask.
- detection
- pytorch
- caffe
Chat凉宫春日, An open sourced Role-Playing chatbot Cheng Li, Ziang Leng, and others.
- role-playing
- text-generation
PyMC educational resources
- bayesian-inference
- bayesian-statistics
- data-science
- data-analysis
Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).
- nlp
- visualization
- explorables
- natural-language-processing
[DEIMv2] Real Time Object Detection Meets DINOv3
- detection-transformer
- dinov3
- object-detection
- real-time
Text and code for the second edition of Think Bayes, by Allen Downey.
- jupyter
- python
- bayes
- bayesian-statistics
机器学习方法习题解答，在线阅读地址：https://datawhalechina.github.io/statistical-learning-method-solutions-manual
- machine-learning
- statistical-learning-method
Various Types of Stock Analysis in Excel, Matlab, Power BI, Python, R, and Tableau
- stock-market
- stock-analysis
- trading-strategies
- technical-analysis
A colab gradio web UI for running Large Language Models
- colab
- colab-notebook
- colaboratory
- gradio
The Classiq Library is the largest collection of quantum algorithms and applications. It is the best way to explore quantum computing software. We welcome community contributions to our Library 🙌
- quantum-algorithms
- quantum-software
- quantum-applications
- quantum-open-source
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L
- natural-language-processing
- nlp
- pytorch-nlp
- pytorch
Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)
- large-language-models
- prompt-engineering
- gpt-3
- gpt3-prompts
This repository showcases a selection of machine learning projects undertaken to understand and master various ML concepts. Each project reflects commitment to applying theoretical knowledge to practical scenarios, demonstrating proficiency in machine learning techniques and tools.
- machine-learning-projects
- projects
- ml-project
- python-project
Official community-driven Azure Machine Learning examples, tested with GitHub Actions.
Let us democratise high-resolution generation! (CVPR 2024)
- aigc
- high-resolution
- low-resource
- stable-diffusion
An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.
- deep-learning
- evaluation
- foundation-models
- instruction-following
[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.
- deep-learning
- vision-transformer
- bert-model
- bert