Showing posts with the label Hugging Face

How to Fine-Tune Llama 3 with PEFT and LoRA for Enterprise Data

Most enterprises face a massive wall when trying to adapt Large Language Models (LLMs) like Llama 3 to their proprietary data: the astronomical cos…
How to Fine-Tune Llama 3 with PEFT and LoRA for Enterprise Data

How to Quantize Hugging Face Models to GGUF for CPU Edge Inference

High-performance Large Language Models (LLMs) like Llama 3.1 or Mistral Nemo usually require massive amounts of VRAM to run effectively. If you are…
How to Quantize Hugging Face Models to GGUF for CPU Edge Inference
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