Rid7

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

dify

Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.

ChatTTS

A generative speech model for daily dialogue.

LLM101n

LLM101n: Let's build a Storyteller

llm.c

LLM training in simple, raw C/CUDA

fabric

fabric is an open-source framework for augmenting humans using AI. It provides a modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.

graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system

pykan

Kolmogorov Arnold Networks

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

sqlglot

Python SQL Parser and Transpiler

OpenAgents

[COLM 2024] OpenAgents: An Open Platform for Language Agents in the Wild

dataherald

Interact with your SQL database, Natural Language to SQL using LLMs

NLPer-Arsenal

收录NLP竞赛策略实现、各任务baseline、相关竞赛经验贴（当前赛事、往期赛事、训练赛）、NLP会议时间、常用自媒体、GPU推荐等，持续更新中

LLMBook-zh.github.io

《大语言模型》作者：赵鑫，李军毅，周昆，唐天一，文继荣

supersonic

SuperSonic is the next-generation BI+AI platform that integrates Chat BI (powered by LLM) and Headless BI (powered by semantic layer) paradigms.

nlpcda

一键中文数据增强包 ； NLP数据增强、bert数据增强、EDA：pip install nlpcda

simple-evals

mPLUG-DocOwl

mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding

omniparser

omniparser: a native Golang ETL streaming parser and transform library for CSV, JSON, XML, EDI, text, etc.

time-series-classification-and-clustering

Time series classification and clustering code written in Python.

snowflake-arctic

MathBlackBox

Few-shot-NL2SQL-with-prompting

starcoder2-self-align

StarCoder2-Instruct: Fully Transparent and Permissive Self-Alignment for Code Generation

StockRL

在A股(股票)市场上训练强化学习交易智能体

BAdam

dpo-rlaif

ChainLM

lm-fly

大模型推理框架加速，让 LLM 飞起来

SRank-CodeRanker

[ACL 2024] Novel reranking method to select the best solutions for code generation