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
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Logica is a logic programming language that compiles to SQL. It runs on DuckDB, Google BigQuery, PostgreSQL and SQLite.
《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
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
[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
Udemy üzerindeki Python kurslarında kullanılan materyaller
OneDiff: An out-of-the-box acceleration library for diffusion models.
- comfyui
- diffusers
- pytorch
- sdxl
Multiple NVIDIA GPUs or Apple Silicon for Large Language Model Inference?
Run any Llama 2 locally with gradio UI on GPU or CPU from anywhere (Linux/Windows/Mac). Use `llama2-wrapper` as your local llama2 backend for Generative Agents/Apps.
- llama-2
- llama2
- llm
- llm-inference
The repository host gives no description.
100 days of LLM inference engineering — daily posts, experiments, and visualizations
Python for Finance (O'Reilly)
Natural Gradient Boosting for Probabilistic Prediction
- machine-learning
- gradient-boosting
- natural-gradients
- uncertainty-estimation
Gallery of OSMnx tutorials, usage examples, and feature demonstrations.
- street-networks
- binder
- jupyter-notebook
- notebooks
PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.
- deep-learning
- artificial-neural-networks
- continual-learning
- lifelong-learning
A comprehensive guide to building RAG-based LLM applications for production.
- llms
- machine-learning
- ray
- anyscale
Awesome-pytorch-list 翻译工作进行中......
- pytorch
- python
- machine-learning
- deep-learning
Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)
Vision utilities for web interaction agents 👀
- ocr
- playwright
- selenium
- webscraping
fastquant — Backtest and optimize your ML trading strategies with only 3 lines of code!
- trading-strategies
- backtesting
- stocks
- financial-data-science
Notebooks covering mathematical analysis of ZKP building blocks, algorithm implementations of various proof systems, and protocol optimization techniques.
Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).
- convolutional-networks
- deep-learning
- yolo2
- realtime