diff --git a/README.md b/README.md index a0ada5a..1b30daf 100644 --- a/README.md +++ b/README.md @@ -7,6 +7,8 @@ - [LLMOps](#llmops) - [MLOps](#mlops) - [Inference](#inference) +- [Training](#training) +- [Agent](#agent) - [Evaluation](#evaluation) - [DB Store](#db-store) - [Observation](#observation) @@ -25,7 +27,8 @@ | **[LangChain](https://github.com/langchain-ai/langchain)** | ![Stars](https://img.shields.io/github/stars/langchain-ai/langchain.svg) | ![Release](https://img.shields.io/github/release/langchain-ai/langchain) | ![Contributors](https://img.shields.io/github/contributors/langchain-ai/langchain) | ⚡ Building applications with LLMs through composability ⚡ | | | **[LiteLLM](https://github.com/BerriAI/litellm)** | ![Stars](https://img.shields.io/github/stars/berriai/litellm.svg) | ![Release](https://img.shields.io/github/release/berriai/litellm) | ![Contributors](https://img.shields.io/github/contributors/berriai/litellm) | lightweight package to simplify LLM API calls - Azure, OpenAI, Cohere, Anthropic, Replicate. Manages input/output translation | | | **[LLaMa-Factory](https://github.com/hiyouga/LLaMA-Factory)** | ![Stars](https://img.shields.io/github/stars/hiyouga/llama-factory.svg) | ![Release](https://img.shields.io/github/release/hiyouga/llama-factory) | ![Contributors](https://img.shields.io/github/contributors/hiyouga/llama-factory) | Easy-to-use LLM fine-tuning framework (LLaMA, BLOOM, Mistral, Baichuan, Qwen, ChatGLM) | | -| **[LlamaIndex](https://github.com/jerryjliu/llama_index)** | ![Stars](https://img.shields.io/github/stars/jerryjliu/llama_index.svg) | ![Release](https://img.shields.io/github/release/jerryjliu/llama_index) | ![Contributors](https://img.shields.io/github/contributors/jerryjliu/llama_index) | LlamaIndex (GPT Index) is a data framework for your LLM applications | | +| **[LlamaIndex](https://github.com/run-llama/llama_index)** | ![Stars](https://img.shields.io/github/stars/run-llama/llama_index.svg) | ![Release](https://img.shields.io/github/release/run-llama/llama_index) | ![Contributors](https://img.shields.io/github/contributors/run-llama/llama_index) | LlamaIndex is a data framework for your LLM applications | | +| **[Ollama](https://github.com/ollama/ollama)** | ![Stars](https://img.shields.io/github/stars/ollama/ollama.svg) | ![Release](https://img.shields.io/github/release/ollama/ollama) | ![Contributors](https://img.shields.io/github/contributors/ollama/ollama) | Get up and running with Llama 3, Mistral, Gemma 2, and other large language models. | | ## MLOps @@ -37,21 +40,6 @@ | **[MLflow](https://github.com/mlflow/mlflow)** | ![Stars](https://img.shields.io/github/stars/mlflow/mlflow.svg) | ![Release](https://img.shields.io/github/release/mlflow/mlflow) | ![Contributors](https://img.shields.io/github/contributors/mlflow/mlflow) | Open source platform for the machine learning lifecycle | | | **[ZenML](https://github.com/zenml-io/zenml)** | ![Stars](https://img.shields.io/github/stars/zenml-io/zenml.svg) | ![Release](https://img.shields.io/github/release/zenml-io/zenml) | ![Contributors](https://img.shields.io/github/contributors/zenml-io/zenml) | ZenML 🙏: Build portable, production-ready MLOps pipelines. . | | -## Training - -| Name | Stars | Release | Contributors | About | Tag | -| ---- | ---- | ---- | ---- | ---- | ---- | -| **[ColossalAI](https://github.com/hpcaitech/ColossalAI)** | ![Stars](https://img.shields.io/github/stars/hpcaitech/ColossalAI.svg) | ![Release](https://img.shields.io/github/release/hpcaitech/ColossalAI) | ![Contributors](https://img.shields.io/github/contributors/hpcaitech/ColossalAI) | Making large AI models cheaper, faster and more accessible | | -| **[Ludwig](https://github.com/ludwig-ai/ludwig)** | ![Stars](https://img.shields.io/github/stars/ludwig-ai/ludwig.svg) | ![Release](https://img.shields.io/github/release/ludwig-ai/ludwig) | ![Contributors](https://img.shields.io/github/contributors/ludwig-ai/ludwig) | Low-code framework for building custom LLMs, neural networks, and other AI models | | - -## Agent - -| Name | Stars | Release | Contributors | About | Tag | -| ---- | ---- | ---- | ---- | ---- | ---- | -| **[AutoGPT](https://github.com/Significant-Gravitas/AutoGPT)** | ![Stars](https://img.shields.io/github/stars/Significant-Gravitas/AutoGPT.svg) | ![Release](https://img.shields.io/github/release/Significant-Gravitas/AutoGPT) | ![Contributors](https://img.shields.io/github/contributors/Significant-Gravitas/AutoGPT) | An experimental open-source attempt to make GPT-4 fully autonomous. | | -| **[MetaGPT](https://github.com/geekan/MetaGPT)** | ![Stars](https://img.shields.io/github/stars/geekan/metagpt.svg) | ![Release](https://img.shields.io/github/release/geekan/MetaGPT) | ![Contributors](https://img.shields.io/github/contributors/geekan/MetaGPT) | 🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo | | -| **[XAgent](https://github.com/OpenBMB/XAgent)** | ![Stars](https://img.shields.io/github/stars/openbmb/xagent.svg) | ![Release](https://img.shields.io/github/release/openbmb/xagent) | ![Contributors](https://img.shields.io/github/contributors/openbmb/xagent) | An Autonomous LLM Agent for Complex Task Solving | | - ## Inference | Name | Stars | Release | Contributors | About | Tag | @@ -67,6 +55,21 @@ | **[Text Generation Inference](https://github.com/huggingface/text-generation-inference)** | ![Stars](https://img.shields.io/github/stars/huggingface/text-generation-inference.svg) | ![Release](https://img.shields.io/github/release/huggingface/text-generation-inference) | ![Contributors](https://img.shields.io/github/contributors/huggingface/text-generation-inference) | Large Language Model Text Generation Inference | | | **[vLLM](https://github.com/vllm-project/vllm)** | ![Stars](https://img.shields.io/github/stars/vllm-project/vllm.svg) | ![Release](https://img.shields.io/github/release/vllm-project/vllm) | ![Contributors](https://img.shields.io/github/contributors/vllm-project/vllm) | A high-throughput and memory-efficient inference and serving engine for LLMs | | +## Training + +| Name | Stars | Release | Contributors | About | Tag | +| ---- | ---- | ---- | ---- | ---- | ---- | +| **[ColossalAI](https://github.com/hpcaitech/ColossalAI)** | ![Stars](https://img.shields.io/github/stars/hpcaitech/ColossalAI.svg) | ![Release](https://img.shields.io/github/release/hpcaitech/ColossalAI) | ![Contributors](https://img.shields.io/github/contributors/hpcaitech/ColossalAI) | Making large AI models cheaper, faster and more accessible | | +| **[Ludwig](https://github.com/ludwig-ai/ludwig)** | ![Stars](https://img.shields.io/github/stars/ludwig-ai/ludwig.svg) | ![Release](https://img.shields.io/github/release/ludwig-ai/ludwig) | ![Contributors](https://img.shields.io/github/contributors/ludwig-ai/ludwig) | Low-code framework for building custom LLMs, neural networks, and other AI models | | + +## Agent + +| Name | Stars | Release | Contributors | About | Tag | +| ---- | ---- | ---- | ---- | ---- | ---- | +| **[AutoGPT](https://github.com/Significant-Gravitas/AutoGPT)** | ![Stars](https://img.shields.io/github/stars/Significant-Gravitas/AutoGPT.svg) | ![Release](https://img.shields.io/github/release/Significant-Gravitas/AutoGPT) | ![Contributors](https://img.shields.io/github/contributors/Significant-Gravitas/AutoGPT) | An experimental open-source attempt to make GPT-4 fully autonomous. | | +| **[MetaGPT](https://github.com/geekan/MetaGPT)** | ![Stars](https://img.shields.io/github/stars/geekan/metagpt.svg) | ![Release](https://img.shields.io/github/release/geekan/MetaGPT) | ![Contributors](https://img.shields.io/github/contributors/geekan/MetaGPT) | 🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo | | +| **[XAgent](https://github.com/OpenBMB/XAgent)** | ![Stars](https://img.shields.io/github/stars/openbmb/xagent.svg) | ![Release](https://img.shields.io/github/release/openbmb/xagent) | ![Contributors](https://img.shields.io/github/contributors/openbmb/xagent) | An Autonomous LLM Agent for Complex Task Solving | | + ## Evaluation | Name | Stars | Release | Contributors | About | Tag |