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LoRA
3 articles tagged with this topic
LoRALLM Fine-Tuning
Updating 1% Params: Fine-Tuning & Quantization Slash Custom LLM Deployment Barriers
Fine-tuning turns LLMs into specialists; quantization trims them down. LoRA updates just 1% of params, enabling SMEs to customize AI with consumer GPU
May 52 min read
Amazon NovaNova Forge SDK
AWS Nova Forge SDK Tutorial: Fine-Tune Nova Models With Data Mixing
AWS publ ishes step-by-step Nova Forge SDK guide; data mixing yielded 12-point F1 gain while preserving MMLU baseline scores.
Apr 174 min read
Amazon Nova MicroAmazon Bedrock
Cost-efficient custom text-to-SQL using Amazon Nova Micro and Amazon Bedrock on-demand inference
AWS details LoRA fine-tuning of Nova Micro for custom SQL dialects, hitting $0.80/month at 22,000 queries via serverless inference.
Apr 161 min read