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Tutorial to Fine-Tuning Mistral 7B with QLoRA Using Axolotl for Efficient LLM Training
In this tutorial, we demonstrate the workflow for fine-tuning Mistral 7B using QLoRA with Axolotl, showing how to manage limited GPU resources while customizing the model for new tasks. Weāll install Axolotl, create a small […]
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Digma’s preemptive observability engine cuts code issues, streamlines AI
Digma, a company offering products designed to act on pre-production observability data, has announced the launch of its preemptive observability analysis (POA) engine. The engine is designed to check, identify, and provide āfixā suggestions, helping […]
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Fine-Tuning of Llama-2 7B Chat for Python Code Generation: Using QLoRA, SFTTrainer, and Gradient Checkpointing on the Alpaca-14k Dataset
In this tutorial, we demonstrate how to efficiently fine-tune the Llama-2 7B Chat model for Python code generation using advanced techniques such as QLoRA, gradient checkpointing, and supervised fine-tuning with the SFTTrainer. Leveraging the Alpaca-14k […]
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Appleās ELEGNT framework could make home robots feel less like machines and more like companions
Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Apple researchers have developed a new framework for making non-humanoid robots move more naturally and expressively […]
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DeepSeek ban? China data transfer boosts security concerns
US lawmakers are pushing for a DeepSeek ban after security researchers found the app transferring user data to a banned state-owned company. DeepSeek, practically unknown just weeks ago, took the tech world by stormāgaining global […]
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Chain-of-Associated-Thoughts (CoAT): An AI Framework to Enhance LLM Reasoning
Large language models (LLMs) have revolutionized artificial intelligence by demonstrating remarkable capabilities in text generation and problem-solving. However, a critical limitation persists in their default āfast thinkingā approachāgenerating outputs based on a single query without […]
