GH Repository · iusztinpaul
hands-on-llms
🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
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agent-frameworkdockerstreamingfine-tuningbytewaxawscicdcomet-mlJupyter Notebookhuggingfaceqdrantgenerative-aibeamtransformers3-pipeline-designqlorallmopslangchainmlopsllms
A free educational repository where you learn LLMs, LLMops, and vector DBs by building a real-time financial advisor LLM system. It ships source code in Jupyter Notebooks plus video and reading materials, MIT-licensed.
You want to learn the full LLM lifecycle hands-on rather than from isolated examples.
Use it to
- Study a full LLM training and deployment pipeline
- Practice fine-tuning with QLoRA
- Learn streaming and 3-pipeline architecture patterns
- Explore vector search with Qdrant
- Follow along with video and reading materials
For Engineers learning LLMs and LLMops hands-on
- Role
- agent-framework
- Language
- Jupyter Notebook
- Licence
- MIT
- Forks
- 550
- Open issues
- 17
- Last push
- 2024-12-09
topicsllmsllmopsfine-tuningvector-databasesmlopseducation