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Fine-tuningFreeOpen Source
XTURING
Fine-tune, evaluate, and run private personalized LLMs
Apache-2.0
ABOUT
Fine-tuning large language models typically requires complex infrastructure setup, extensive coding, and deep ML expertise. xTuring provides a clean Python API that handles the entire fine-tuning pipeline — data preparation, LoRA and low-precision training, inference, and evaluation — running locally or in your private cloud without expensive managed services.
INSTALL
pip install xturingINTEGRATION GUIDE
1. Fine-tuning open-source LLMs like LLaMA, Qwen, and Mamba on custom datasets
2. Running private fine-tuning experiments locally or in a VPC with data sovereignty
3. Optimizing training with LoRA and INT8/INT4 low-precision methods to reduce costs
4. Evaluating model quality with built-in metrics like perplexity after fine-tuning
5. Deploying fine-tuned models for inference with a simple Python API
TAGS
fine-tuningllmloratrainingopen-source-llms