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Pere Martra
developerML Research Engineer | LLM Optimization & Efficiency | Authoring “Rearchitecting LLMs” @ManningPublications
Public projects
Large-Language-Model-Notebooks-Course
Practical course about Large Language Models.
Jupyter Notebookchatbotsfine-tuning-llmhf
Rearchitecting-LLMs
Official code for the Manning book on structural LLM optimization: depth/width pruning, knowledge distillation, and attention optimization, runnable on free Colab GPUs.
Jupyter Notebookai-fairnessattention-optimizationfine-tuning
optipfair
Structured pruning, knowledge distillation, and fairness analysis for Large Language Models.
Pythonbias-detectionknowledge-distillationlarge-language-models
Likely stack
LangChainTransformers
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