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Today, you can try out our hosted data generator for training your own LLMs, weights and all, without spinning up any GPUs, in just a few lines of code from the Lamini library. https://github.com/lamini-ai/lamini/
You can play with an open-source LLM, trained on generated data using Lamini. https://huggingface.co/spaces/lamini/instruct-playground
Sign up for early access to the training module that took the generated data and trained it into this LLM, including enterprise features like virtual private cloud (VPC) deployments. https://lamini.ai/contact
I haven't done this with sentence transformers but I imagine it's possible since they can be loaded as regular transformers.
Check out https://github.com/huggingface/peft-- they've packaged it up nicely- and read up on LoRA. That should get you started.