zenml-projects
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zenml-io
A repository for all ZenML projects that are specific production use-cases.
This PR brings the multi-GPU DDP showcase to the PEFT training. There are some routine steps, which can be automated in ZenML core. We will create follow-up tickets for that...
This PR brings in the pipeline to run Mistral model fine-tuning using PEFT library on Viggio dataset. Key highlights: - Project has one pipeline to run the full cycle of...
when I run my python code or zenml up --blocking I am getting this error again and again. pls help
--------------------------------------------------------------------------- OperationalError Traceback (most recent call last) File [c:\Users\MUHAMMED](file:///C:/Users/MUHAMMED) RASHID\miniconda3\envs\MLOPS\lib\site-packages\sqlalchemy\engine\base.py:1900, in Connection._execute_context(self, dialect, constructor, statement, parameters, execution_options, *args, **kw) 1899 if not evt_handled: -> 1900 self.dialect.do_execute( 1901 cursor, statement, parameters,...
I'm follow this tutorials: [creating-a-production-ready-llm-powered-agent-with-zenml](https://github.com/zenml-io/zenml-projects/tree/main/llm-agents#creating-a-production-ready-llm-powered-agent-with-zenml) I have changed  Here is full logs ```bash /media/manhdt4/C69EA17C9EA166211/miniconda3/envs/zenml/lib/python3.11/site-packages/langchain/chat_models/__init__.py:31: LangChainDeprecationWarning: Importing chat models from langchain is deprecated. Importing from langchain will no longer be...
Uses QDoRA instead of just LoRA. This has some efficiency benefits, notably faster training without a corresponding performance loss. See [this](https://www.answer.ai/posts/2024-04-26-fsdp-qdora-llama3.html) for more details. The code on the base branch...
OmniReader is a document processing workflow that ingests unstructured documents (PDFs, images, scans) and extracts text using multiple OCR models - specifically Gemma 3 and Mistral AI Pixtral12B for this...
- Introduced local_deployment pipeline for deploying models locally. - Added bento_deployment and bento_dockerizer steps for model containerization and deployment. - Created .env.local file for model configuration. - Updated rag_deployment and...