Tag: PyTorch

Discover how to train your own 9M-parameter language model from scratch in just 5 minutes using GuppyLM. This complete guide covers architecture, code examples, deployment, and why this tiny fish represents a revolution in AI accessibility.

LeJEPA eliminates heuristics from self-supervised learning with provable SIGReg regularization. Co-authored by Yann LeCun, it achieves SOTA results in 100 epochs with ~50 lines of core code. Learn how to stop babysitting training runs.

Discover why mrdbourke/pytorch-deep-learning is the most comprehensive free PyTorch course available. With 321 videos, 10 complete sections, and a code-first philosophy, this repository takes you from tensor basics to production deployment through real milestone projects.

Kronos is the first open-source foundation model for financial candlesticks, trained on 45+ global exchanges. Discover how its two-stage tokenization and Transformer architecture democratizes quantitative finance forecasting.

Discover TimesFM 2.5, Google's 200M parameter time series foundation model with 16K context length. Learn zero-shot forecasting, quantile predictions, and production deployment in this complete technical guide.

Discover pyannote.audio, the open-source speaker diarization toolkit with state-of-the-art pretrained models. Learn installation, code examples, benchmarks, and why it outperforms alternatives for meeting transcription, podcast analysis, and call center analytics.

Discover Slowrun, the viral AI benchmark where infinite compute meets 100M tokens. Learn how this Karpathy-endorsed project is revolutionizing language model training by prioritizing learning depth over speed, with real code examples and world record strategies.

MinerU-Diffusion replaces slow autoregressive decoding with parallel block-wise diffusion for document OCR, achieving 3.2x speedup with 99.9% relative accuracy. Complete setup guide, real code examples, and production deployment strategies inside.

Discover how Microsoft's TRELLIS.2 transforms 2D images into photorealistic 3D assets using revolutionary O-Voxel sparse structures. Learn installation, code examples, and pro tips in this comprehensive guide.

Discover Surya, the revolutionary open-source OCR toolkit that delivers document analysis, layout recognition, and table extraction in 90+ languages. Learn installation, usage, and why it outperforms cloud services.

LiveAvatar generates real-time audio-driven avatars at 45 FPS with infinite length. This comprehensive guide covers installation, code examples, and advanced usage of Alibaba's breakthrough diffusion model for streaming avatar generation.