T4 GPU

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// recent coverage 3 mentions

14:24

2026-07-11

dev.to

machine-learning

Lessons from building a Multi-Horizon Crypto Prediction System with Transformers

A developer built a hybrid Transformer-BiLSTM system for multi-horizon Bitcoin price prediction using PyTorch, processing over 87,000 training generations. The system uncovered critical machine learni…

12:20

2026-06-21

dev.to

large-language-models

QLoRA: Fine-Tuning a 7B Model on a 16GB GPU (It Shrank to 5.4GB in Front of Me)

A developer fine-tuned Qwen2.5-7B on a 16GB T4 GPU using QLoRA, quantizing the frozen base model to 4-bit NF4 to reduce memory footprint from 15GB to 5.44GB. The technique enables training large langu…

03:36

2026-05-31

dev.to

machine-learning

I Benchmarked 4 Lightweight Transformers for Fault Detection. Here's What Survived.

A developer benchmarked four lightweight transformer models—DistilBERT, MobileBERT, TinyBERT-6L, and TinyBERT-4L—against traditional ML baselines for fault detection, finding that TinyBERT-4L achieved…

// co-occurs with top 8 entities

DistilBERT 1 MobileBERT 1 TinyBERT-6L 1 TinyBERT-4L 1 XGBoost 1 Disha Patel 1 Qwen2.5-7B 1 QLoRA 1