Arnav Jalan

You're running vLLM in production. The PagedAttention paper impressed you, the benchmarks looked great, and the OpenAI-compatible API made migration easy. Then reality hit. Maybe it's the CUDA out-of-memory errors that appear randomly under load. Maybe it's the fact that your 24GB RTX 4090

Tool Current Version Notable 2025-2026 Updates LM Studio v0.4.3 llmster daemon for headless deployment, parallel inference (4 requests) PremAI Latest SOC 2 Type II, HIPAA BAA, 50+ models, built-in RAG & fine-tuning Ollama v0.16.3 163K+ GitHub stars, native desktop app, Gemma 3/Qwen 3 support GPT4All

Compare 12 Glean alternatives for enterprise AI search. Covers Onyx, Guru, Microsoft Copilot, self-hosted options with transparent pricing and privacy controls.

Fine-tuned Phi-3 hit 96% accuracy vs GPT-4o’s 80% on financial tasks. Learn to fine-tune Phi-3 and Gemma 2 with QLoRA for under $100. Benchmarks, code, and deployment guide.

73% of enterprises cite data privacy as their top AI concern. This guide maps where AI data flows, regional requirements (EU, US, China, India), and how to maintain compliance.

Looking for a private ChatGPT alternative? We compare 15 tools, from fully local options like Ollama to enterprise platforms with zero data retention.

Learn how to self-host LLMs with Ollama, vLLM, and Docker. Includes hardware requirements, model recommendations, setup walkthrough, and cost breakeven analysis.

Enterprise teams need AI without cloud dependencies. Compare 15 private Hugging Face alternatives for local inference, fine-tuning, and secure deployment.

Learn how to deploy a private LLM for your enterprise. Covers infrastructure options, cost models, compliance requirements, and when self-hosting actually makes sense.

Compare enterprise OpenAI alternatives from self-hosted LLMs to API platforms. Honest trade-offs on Claude, Gemini, Llama, Mistral, Groq, and more.