Hi, I'm the founder of Zyora Labs 🇮🇳

I build ZSE — an ultra memory-efficient LLM inference engine
that lets you run massive models on consumer hardware.

🔧 What makes ZSE different:

• 12% less VRAM than bitsandbytes via custom INT4 kernels
• Single .zse file — model + tokenizer + config, no dependencies
• 5.7s cold start for 7B (vs 45s with HuggingFace)
• Built-in RAG (.zpf) — 25% fewer tokens, 100% accuracy
• QLoRA fine-tuning on INT4 models
• Multi-GPU: Tensor + Pipeline Parallelism
• OpenAI-compatible API server
• Works offline, zero network calls

💛 Your sponsorship helps:

• Keep ZSE open-source and free forever
• Add Gemma 4 support
• Run free hackathons for students via Zyorabyte
• Build AI tools accessible to students without expensive GPUs