ajay-sreeram

screenshot-to-code

Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue)

PaddleOCR

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

maybe

The OS for your personal finances

LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

taipy

Turns Data and AI algorithms into production-ready web applications in no time.

surya

OCR, layout analysis, reading order, line detection in 90+ languages

minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

unstructured

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

search_with_lepton

Building a quick conversation-based search demo with Lepton AI.

FlagEmbedding

Retrieval and Retrieval-augmented LLMs

ragas

Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines

donut

Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022

langfuse

🪢 Open source LLM engineering platform: Observability, metrics, evals, prompt management, playground, datasets. Integrates with LlamaIndex, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

AlphaCodium

Official implementation for the paper: "Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering""

AutoPrompt

A framework for prompt tuning using Intent-based Prompt Calibration

EasyEdit

[知识编辑] [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.

hallucination-leaderboard

Leaderboard Comparing LLM Performance at Producing Hallucinations when Summarizing Short Documents

spotlight

Interactively explore unstructured datasets from your dataframe.

local-llms-analyse-finance

In this project, I explored how local LLMs can be used to label data and support analyses. Specifically, I used Llama2 model to automatically categorise my bank transaction data.

RetrievalTutorials

llmperf-leaderboard

dora

Implementation of DoRA

minimal-trainer-zoo

Minimal example scripts of the Hugging Face Trainer, focused on staying under 150 lines

pyterrier_colbert

Indic-gemma-7b-Navarasa

Repository for fine-tuning gemma models using unsloth for indic languages

RAG-with-Cross-Encoder-Reranker

Testing speed and accuracy of RAG with, and without Cross Encoder Reranker.

pdf_rag

blitz-embed

C++ inference wrappers for running blazing fast embedding services on your favourite serverless like AWS Lambda. By Prithivi Da, PRs welcome.

Transformer-Scratch-Translation