Faster LLM Inference: Speeding up Falcon 7b (with QLoRA adapter) Prediction Time

How can you speed up your LLM inference time?
In this video, we'll optimize the token generation time for our fine-tuned Falcon 7b model with QLoRA. We'll explore various model loading techniques and look into batch inference for faster predictions.

Discord: https://discord.gg/UaNPxVD6tv
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Lit-Parrot: https://github.com/Lightning-AI/lit-parrot

Turtle image by stockgiu

#chatgpt #gpt4 #llms #artificialintelligence #promptengineering #chatbot #transformers #python #pytorch

artificialintelligence chatgpt falcon faster gpt4 image inference llm llms loading look prediction predictions speed video