Bloom Articles

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4/13/2023 • EN

A technical guide on fine-tuning the BLOOMZ language model using PEFT and LoRA techniques, then deploying it on Amazon SageMaker.

Amazon Sagemaker Bloom Lora Model Deployment Peft

4/4/2023 • EN

Introduces IGEL, an instruction-tuned German large language model based on BLOOM, for NLP tasks like translation and QA.

Bloom German NLP Hugging Face Instruction Tuning large language models

3/28/2023 • EN

A guide to finetuning large language models like BLOOM on a single GPU using gradient accumulation to overcome memory limits.

Bloom Finetuning Gpu Memory Gradient Accumulation large language models

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