Don't panic about the recent $25 million deepfake scam. But the threat of AI scams is rising. Here is how to protect yourself.
Alongside the market for closed-source LLMs like ChatGPT, an impressive array of open-source models has emerged. For enterprises, these language models is becoming increasingly compelling.
Retrieval augmented generation (RAG) enables you to use custom documents with LLMs to improve their precision.
Quantization reduces the size of large language models considerably. GPTQ is a popular quantization method that is supported by Hugging Face and applies to many LLMs.
gpt-llm-trainer is a tool that can fine-tune GPT-3.5 and Llama 2 LLMs with a single instruction.
Use LoRA and LoRAX to create and run fine-tuned versions of open-source LLMs like Llama 2 at very little cost.
As digital businesses increasingly rely on complex cloud infrastructures and remote workforces, cybersecurity threats grow, particularly in the form of privilege escalation attacks.
Your guide to the landscape of open-source LLMs that offer commercial usage rights.
If you want to quickly prototype an open-source language models, one of the best options is to launch an LLM API server to integrate with your existing code.
ChatGPT is not a replacement for coding skills. But if used right, it can amplify your programming immensely.