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Smart Converter Blog

Latest insights, tutorials, and news about web formats and conversion.

Developer Tools

Stop Wrestling with Broken OCR! Chandra 2 Crushes Tables & Handwriting

Discover Chandra OCR 2, the open-source model topping benchmarks for complex document layouts, handwriting, and 90+ languages. Complete installation guide, real code examples, and performance comparison inside.

Bright Coding

May 22, 2026

Data Science

Stop Building Forecasting Pipelines from Scratch! Use TimeGPT Instead

TimeGPT-1 is the first production-ready foundation model for time series forecasting and anomaly detection. Trained on 100B+ data points, it delivers accurate predictions in 3 lines of code with zero-shot inference, fine-tuning, and native uncertainty quantification.

Bright Coding

May 22, 2026

Developer Tools

MinerU-Diffusion Kills Autoregressive OCR: 3.2x Faster

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.

Bright Coding

May 21, 2026

Developer Tools

Stop Paying for TTS APIs! Run 904 Voices Free in Your Browser

TTS Studio unifies Kitten, Kokoro, and Piper TTS in a free browser interface with 904 voices, zero API costs, and 100% local processing. Discover how to eliminate TTS server fees entirely.

Bright Coding

May 20, 2026

Machine Learning

Stop Wrestling PyTorch! Build Insane LLM Speed with pegainfer

Discover pegainfer, a radical pure Rust + CUDA LLM inference engine with zero PyTorch overhead. Achieve 91 tok/s on RTX 5070 Ti, explore custom GPU kernels, and deploy with minimal dependencies. Complete setup guide and benchmarks inside.

Bright Coding

May 20, 2026

Developer Tools

LLM-Zero-to-Hundred: Master RAG and Fine-Tuning

Master LLM development with LLM-Zero-to-Hundred: 8 production-ready projects covering RAG, fine-tuning, and multimodal AI agents. Complete guide with real code examples, installation steps, and advanced patterns for building enterprise-grade AI applications.

Bright Coding

May 15, 2026

Security

Learn Prompt Hacking: The Essential LLM Security Course

Master prompt engineering and LLM security with Learn Prompt Hacking, the most comprehensive open-source course on prompt injections, jailbreaks, and defenses. Practical code examples and real-world use cases included.

Bright Coding

May 13, 2026

CausalML: The Python Package for Causal Inference

Data Science

123

CausalML: The Python Package for Causal Inference

Discover CausalML by Uber - the powerful Python package for uplift modeling and causal inference. Learn how to estimate heterogeneous treatment effects and optimize interventions with machine learning for maximum ROI.

Bright Coding

May 09, 2026

Developer Tools

GPU-Hot: The NVIDIA Dashboard Without SSH

GPU-Hot is a revolutionary NVIDIA GPU monitoring dashboard that eliminates SSH with sub-second metrics, multi-node support, and a sleek web interface. Deploy in seconds with Docker and scale from 1 to 100+ GPUs.

Bright Coding

Apr 26, 2026

Surya: The OCR Toolkit for 90+ Languages

Developer Tools

1,081

Surya: The OCR Toolkit for 90+ Languages

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.

Bright Coding

Apr 16, 2026

Zonos: The Open-Weight TTS That Clones Voices at 44kHz

Developer Tools

282

Zonos: The Open-Weight TTS That Clones Voices at 44kHz

Zonos-v0.1 is a revolutionary open-weight text-to-speech model that clones voices from seconds of audio and controls emotions at 44kHz quality. Trained on 200k+ hours, it matches commercial APIs while running locally.

Bright Coding

Apr 08, 2026

BharatMLStack: India's ML Infrastructure Revolution

Machine Learning

116

BharatMLStack: India's ML Infrastructure Revolution

Discover BharatMLStack, Meesho's open-source ML infrastructure platform that delivers 1M+ QPS at 70% lower cost. Learn installation, code examples, and why it's revolutionizing ML at Bharat scale.

Bright Coding

Mar 29, 2026