互联网每个阶段周期差不多10年左右时间，每次都是“霸主更迭，资源洗牌分配，王朝更迭末期”的好时机。看谁能优先找到“新船票”上车…

2000-2010年PC互联网时代

2010-2020年移动互联网时代

第三代LLM/AGI辉煌时代

能够在第二代尾声活下来的人深度参与，不做旁观者，这样才能后面有机会挤进“豪门盛宴”牌桌。

对个人来说不管是爱好还是生存，起点差不多就是拼不断学习能力

1.基础入门

https://huggingface.co/docs/transformers/index

https://huggingface.co/docs/peft/index

https://huggingface.co/docs/accelerate/index

https://www.gradio.app/docs/

2.模型界github

https://huggingface.co/

https://www.modelscope.cn/models

3.分布式训练框架

https://pytorch.org/docs/stable/index.html

https://github.com/microsoft/DeepSpeed

https://docs.ray.io/en/latest/

4.RLHF

https://github.com/tatsu-lab/alpaca_farm

https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat

5.应用开发框架

https://python.langchain.com/docs/get_started/introduction.html

https://integrations.langchain.com/

https://github.com/hwchase17/langchain

https://github.com/jerryjliu/llama_index

6.训练Embedding模型

https://github.com/shibing624/text2vec

https://github.com/dbiir/UER-py

7.向量数据库

github.com/qdrant/qdrant

https://github.com/milvus-io/milvus/

github.com/semi-technologies/weaviate

8.开源项目

https://github.com/LianjiaTech/BELLE

https://github.com/tatsu-lab/stanford_alpaca

https://github.com/togethercomputer/OpenChatKit

https://github.com/mosaicml/llm-foundry

https://github.com/microsoft/JARVIS

https://github.com/microsoft/TaskMatrix

https://github.com/Significant-Gravitas/Auto-GPT

https://github.com/openai/chatgpt-retrieval-plugin

不断汇总中…