Towards Low-Bit Communication for Tensor Parallel LLM Inference
This paper was accepted at the Efficient Natural Language and Speech Processing (ENLSP) Workshop at NeurIPS 2024. Tensor parallelism provides…
Machine Learning
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Racing into the future: How AWS DeepRacer fueled my AI and ML journey
In 2018, I sat in the audience at AWS re:Invent as Andy Jassy announced AWS DeepRacer—a fully autonomous 1/18th scale…
5 Tips for Avoiding Common Rookie Mistakes in Machine Learning Projects
5 Tips for Avoiding Common Rookie Mistakes in Machine Learning ProjectsImage by Editor | Ideogram & Canva It’s easy enough…
Scaling Smart: Accelerating Large Language Model Pre-training with Small Model Initialization
This paper was accepted at the Efficient Natural Language and Speech Processing (ENLSP) Workshop at NeurIPS 2024. The pre-training phase…
Considerations for addressing the core dimensions of responsible AI for Amazon Bedrock applications
The rapid advancement of generative AI promises transformative innovation, yet it also presents significant challenges. Concerns about legal implications, accuracy…
Anomaly Detection Techniques in Large-Scale Datasets
Anomaly Detection Techniques in Large-Scale DatasetsImage by Editor | Midjourney Anomaly detection means finding patterns in data that are different…
Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs
Translating text that contains entity names is a challenging task, as cultural-related references can vary significantly across languages. These variations…
Import data from Google Cloud Platform BigQuery for no-code machine learning with Amazon SageMaker Canvas
In the modern, cloud-centric business landscape, data is often scattered across numerous clouds and on-site systems. This fragmentation can complicate…
7 Open-Source Machine Learning Projects You Can Contribute To Today
7 Open-Source Machine Learning Projects You Can Contribute To TodayImage by Author | Created on Canva Are you a machine…
Smart Audit System Empowered by LLM
Manufacturing quality audits are pivotal for ensuring high product standards in mass production environments. Traditional auditing processes, however, are labor-intensive…