Repository Index

AirLLM 2.8T LLM inference with single 4GB GPU

• chinese-nlp
• finetune
• generative-ai
• instruct-gpt

MiniCPM5: SOTA on-device LLMs, small yet powerful.

QLoRA: Efficient Finetuning of Quantized LLMs

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

• data-drift
• jupyter-notebook
• pandas-dataframe
• machine-learning

Optimize prompts, code, and more with AI-powered Reflective Optimization

• agent-skills
• coding-agent
• discovery
• distributed-evolutionary-algorithms

Neo4j graph construction from unstructured data using LLMs

• data-import
• genai
• graph
• graph-rag

35 production-grade agentic AI architectures (Reflexion, LATS, GraphRAG, MemGPT, Voyager, BrowserAgent, ...) — a Python library and runnable textbook with multi-provider LLM support and a 17-task benchmark leaderboard.

• agentic-ai
• ai-agents
• langchain
• langgraph

The repository host gives no description.

SoTA LLM for converting natural language questions to SQL queries

[CCS'24] A dataset consists of 15,140 ChatGPT prompts from Reddit, Discord, websites, and open-source datasets (including 1,405 jailbreak prompts).

• chatgpt
• jailbreak
• llm
• prompt

中文nlp解决方案(大模型、数据、模型、训练、推理)

• bert
• nlp
• transformers
• gpt2

骆驼(Luotuo): Open Sourced Chinese Language Models. Developed by 陈启源 @ 华中师范大学 & 李鲁鲁 @ 商汤科技 & 冷子昂 @ 商汤科技

Runs 405B LLMs on 8GB VRAM

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

• artificial-intelligence
• efficient
• knowledge-editing
• large-language-models

We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to initiate any meaningful PR on this repo and integrate as many LLM related technologies as possible. 我们打造了方便研究人员上手和使用大模型等微调平台，我们欢迎开源爱好者发起任何有意义的pr！

• chatglm
• llama
• llm
• lora

WFGY is heading toward WFGY 5.0 Polaris Protocol, a major open-source release for AI reasoning, RAG, agents, and real-world workflows. Includes Problem Map, Global Debug Card, WFGY 4.0, and the CFV Easter Egg.

• rag
• ai-agents
• alignment
• debugging

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

• aifinance
• fintech
• llama
• machine-learning