Sep 158 minTechnologyFine-Tuning Llama 3.1 with SWIFT, Unsloth Alternative for Multi-GPU LLM TrainingLearn how to fine-tune the Llama 3.1 model with SWIFT for efficient multi-GPU training.
Aug 267 minTechnologyHow to Fine-Tune Llama 3.1 with Unsloth Twice as Fast and Using 70% Less GPU MemoryDiscover how to supercharge your Llama 3.1 model training with Unsloth—cutting training time in half while using 70% less GPU memory.
Aug 36 minTechnologyLow-Rank Adaptation (LoRA) for Efficient Fine-Tuning of Large Language ModelsHow Low-Rank Adaptation (LoRA) speeds up and costs down fine-tuning large language models like Llama-2, Llama-3, and Mistral.
Feb 2810 minTechnologyLLM Practitioner's Guide: Gemma, a Game-Changing Multilingual LLMAt a glance, Gemma might seem like just another model, but make no mistake, it marks the arrival of the first truly multilingual chat LLM.
Feb 1218 minTechnology ManagementLLM Practitioner's Guide: How Multilingual Falcon, Mistral, Smaug, and other LLMs Are?So, you want to fine-tune a large language model for your own language. What model should you use? The world of open-access LLMs is...
Jan 2314 minTechnologyLLM Practitioner's Guide: Llama-2 Prompt StructureLlama-2, a family of open-access large language models released by Meta in July 2023, became a model of choice for many who cared about...
Jan 47 minTechnologyLLM Practitioner's Guide: How Multilingual Llama-2 Actually Is?In July 2023, Meta released Llama-2 , a set of open-access large language models that quickly became a favorite for those concerned about...
May 23, 202311 minBusinessCan ChatGPT build a competitive advantage for your company, and if so, how?Can ChatGPT or other LLMs build a competitive advantage for your company? Learn how.
Nov 21, 20225 minTechnology ManagementLacking data for machine learning models? Build for the future dataThe lack of data and data quality issues were among the top 3 CEO concerns for AI and machine learning adoption for at least seven years,...