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Ai AgentsFebruary 23, 2026| 7 min

Llama 3.3 70B: Enterprise Deployment, Optimization, and LoRA Fine-tuning Guide

Discover why Llama 3.3 70B beats Llama 3.1 405B on MATH and IFEval benchmarks, how to deploy with vLLM speculative decoding for 2.5× speedup, and fine-tune LoRA for your domain with just one A100 80GB.

TutorialsFebruary 23, 2026| 13 min

Self-Hosted LLMs in 2025: DeepSeek vs Llama vs Qwen — Which Model Fits Your Stack?

Want to run AI locally without depending on OpenAI? DeepSeek V3, Meta Llama 3.3, and Alibaba Qwen 2.5 are leading the self-hosted LLM race. Here's the complete landscape to help you pick the right model — from hardware requirements to real-world use cases.

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