Benchmarking Open ASR Models on NVIDIA L4: Parakeet vs Whisper vs Nemotron Speech
Open-weight ASR has reached a point where the model choice is only half the decision. The other half is configuration — and most teams get it wrong by ...
E2E Networks Blog
How We Learned to Stop Fighting Our GPU Servers
Practical Guide to AI Infrastructure Stability Lessons from building NarrateAI — a multi-VM AI pipeline running Parakeet ASR, Qwen2.5-72B and Nemotron on E2E Networks GPU cloud.
NVIDIA A30 vs V100 for LLM Inference: vLLM, TGI, TensorRT-LLM Benchmark (7B–70B Models)
A detailed benchmark comparing NVIDIA A30 vs V100 GPUs for LLM inference across vLLM, TGI, and TensorRT-LLM. Covers throughput, latency, cost efficiency, and scaling for 7B–70B models.
Demystifying NVIDIA Nemotron 3 Super
A complete guide to running NVIDIA Nemotron-3-Super-120B on H100 GPUs. Covers architecture, hardware requirements, quantization, vLLM and llama.cpp setup, and real-world performance benchmarks..
The Future of AI Was Just Revealed at GTC 2026
Discover the key announcements from NVIDIA GTC 2026, including AI factories, the Vera Rubin supercomputer, and the rise of token-driven infrastructure. Learn how AI is becoming a new industrial revolution.
TokenPeak: We Built a Tool That Auto-Tunes vLLM — And the Results Surprised Us
Discover how TokenPeak benchmarks and optimizes vLLM configurations to maximize tokens per second. Includes real results on DeepSeek R1 32B and insights on performance, cost, and energy efficiency.
Critical Security Advisory: CVE-2025-66478 — Remote Code Execution Vulnerability in Next.js
Critical security vulnerability (CVSS 10.0) affecting Next.js applications using React Server Components. Immediate patching required to prevent remote code execution.
Fine-Tuning Qwen3-8B for Medical Reasoning on E2E Networks A100 GPU
Learn to fine-tune Qwen3-8B for medical reasoning using QLoRA on E2E Networks A100 GPU. Step-by-step guide with 4-bit quantization, dataset prep, and evaluation.
DeepSeek V3.2: Open-Source Reasoning at Gold Medal Level
Technical breakdown of DeepSeek V3.2's sparse attention (DSA), scaled RL post-training, and synthetic agentic task generation. Covers gold-medal results at IMO 2025, IOI 2025, and ICPC. Includes deployment guide for 8x H200 GPUs on E2E Networks with vLLM.
NVIDIA A100 vs H100 vs H200: GPU Comparison for AI
Compare A100, H100 & H200 GPUs for AI: real vLLM benchmarks, ₹226-300/hr India pricing, and clear guidance on when each GPU saves you money. Start building today.
4-bit LLM Training with QAT & Unsloth | Complete Guide
Learn Quantization-Aware Training (QAT) for 4-bit LLMs using Unsloth. Step-by-step H100 GPU setup on E2E Networks. QAT recovers 69% accuracy loss vs PTQ.
NVIDIA A100 GPU Price in India: Cloud (₹170/hr) vs Purchase Guide (2025)
Complete A100 GPU pricing: ₹170-220/hr cloud vs ₹7-11.5L purchase. Compare 40GB/80GB variants, A100 vs H100, break-even analysis & India-specific costs. E2E Networks guide.
NVIDIA H200 Price in India: Complete Cloud vs Purchase Guide (2025)
Complete guide to NVIDIA H200 pricing in India. Compare E2E Networks cloud rates (₹300.14/hr on-demand, ₹88/hr spot) vs purchase costs (₹40-50 lakhs). Learn when H200's 141GB memory advantage delivers ROI over H100.
NVIDIA H100 Price in India: Complete Cloud vs Purchase Guide (2025)
Complete H100 GPU pricing guide for India: ₹249/hr cloud vs ₹30L+ purchase. Hidden costs, ROI analysis, spot instances at ₹70/hr. 2000+ GPUs available.
EAGLE-3 Speculative Decoding: 2-6x Faster LLM Inference Guide
Complete guide to EAGLE-3 speculative decoding for LLM inference acceleration. Learn training-time test, multi-layer fusion, and achieve 2-6x speedup with vLLM/SGLang deployment on GPU.
7 Best Open-Source OCR Models 2025: Benchmarks & Cost Comparison
Complete guide to DeepSeek-OCR, Chandra, OlmOCR-2 and more. Real H100 benchmarks show $141-$697 per million pages vs $1,500+ for cloud APIs. Includes code.
DeepSeek-OCR: How This OCR Model Achieves 10x Compression
Learn how DeepSeek-OCR model achieves 10x document processing compression using optical 2D mapping with 97% accuracy. Complete architecture guide with deployment on E2E Cloud.
AI Inference vs Training: Understanding Key Differences
Discover the key differences between AI Inference vs Training, how AI inference works, why it matters, and explore real-world AI inference use cases in...
Top 8 Generative AI Applications in 2025
Explore the top generative AI applications, from gen AI in finance and healthcare, with real generative AI examples. Learn how the GenAI API on the TIR ...
How to Accelerate Data Analytics Using Apache Spark and RAPIDS...
Learn accelerate data analytics using apache spark and rapids framework with step-by-step tutorials. Includes implementation examples, best practices, a...
Launching and Using Pixtral-12B on TIR AI Platform: Bill Parsi...
Learn launching and using pixtral-12b on tir ai platform with step-by-step tutorials. Includes implementation examples, best practices, and deployment g...
Step-by-Step Guide 2024 to Bulk Invoice Processing Using Llama...
Learn step-by-step guide to bulk invoice processing using llama 3.2-11b with step-by-step tutorials. Includes implementation examples, best practices, a...
Insights from Jensen Huang’s Keynote Speech | NVIDIA AI Summit...
Explore our latest blog for a deep dive into NVIDIA CEO Jensen Huang’s keynote at the NVIDIA AI Summit. Discover the insights and innovations that have ...
Building a Healthcare Knowledge Graph RAG with Neo4j, LangChai...
Learn building a healthcare knowledge graph rag with neo4j, langchain, and llama 3 with step-by-step tutorials. Includes implementation examples, best p...
Step-by-Step Guide 2024 to Build an AI News Reader
This tutorial offers a step-by-step guide to build a virtual AI news reader who can read out news with accurate lip syncing.
Steps to Fine-Tune a Mistral 7B Model Using LLaMA Factory
Learn steps to fine-tune a mistral 7b model using llama factory with step-by-step tutorials. Includes implementation examples, best practices, and deplo...
Top 8 Open-Source LLMs for Coding (2024)
Learn top 8 open-source llms for coding with step-by-step tutorials. Includes implementation examples, best practices, and deployment guides for 2024.
Redefining AI with Mixture-of-Experts (MOE) Model: Mixtral 8x7...
Here, we discuss the Mixture of Experts model, and learn about its practical applications in Mixtral 8x7B and Switch Transformers.
Comprehensive List of Small LLMs, the Mini-Giants of the LLM W...
Learn comprehensive list of small llms, the mini-giants of the llm world with step-by-step tutorials. Includes implementation examples, best practices, ...
How Animation Industry Can Be Transformed by Generative AI
Learn how animation industry can be transformed by generative ai with step-by-step tutorials. Includes implementation examples, best practices, and depl...