🏗️ Building on HF
Parag Ekbote
AINovice2005
AI & ML interests
ML Engineer passionate about taking models from research to production. 1 year supporting tech startups. Active OSS contributor.
Recent Activity
updated a collection 4 days ago
Enriched Carbon Pretraining Corpus Datasets updated a collection 4 days ago
Enriched Carbon Pretraining Corpus Datasets updated a collection 4 days ago
Enriched Carbon Pretraining Corpus DatasetsOrganizations
SmolLM-Smashed: Tiny Giants, Optimized for Speed
SmolLM-Smashed is a collection of optimized language models. Each model is quantized and compiled for maximum efficiency while preserving performance.
🚀 Optimized Models: torchao & Pruna Quantization
Quantized Models using torchao & Pruna for efficient inference and deployment.
Enriched Carbon Pretraining Corpus Datasets
CICFlow-Meter ModernBERT LoRA
A collection of ModernBERT‑based binary classifiers fine‑tuned with LoRA adapters at ranks 4, 8, and 16 for efficient network flow analysis.
SmolLM-Smashed: Tiny Giants, Optimized for Speed
SmolLM-Smashed is a collection of optimized language models. Each model is quantized and compiled for maximum efficiency while preserving performance.
👨🍳Cooking with HF: HPO with Transformers and Optuna
My HF recipe space and model.
🚀 Optimized Models: torchao & Pruna Quantization
Quantized Models using torchao & Pruna for efficient inference and deployment.
Blazing Kernels