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#open-weight LLM

Name: eCorp Information Technologies Private Limited
Address: 1120, 11th Floor, SVH 83 Metro Street, Sector 83, Gurugram, Haryana, 122012, IN
Telephone: +919810940524
Price range: $$$$

2 articles Latest Jul 29, 2026 RSS

AI Strategy Jul 29, 2026 8 min

Fine-tuning open models in 2026: when it beats RAG, and how eCorpIT delivers it

RAG is the right first choice for most LLM applications, but not all. This guide shows when fine-tuning an open model beats RAG, what a LoRA run costs in 2026, and how eCorpIT delivers domain adaptation for Indian teams.
Manu Shukla
Cloud & FinOps Jul 29, 2026 12 min

Self-hosting Kimi K3 (2.8T) in 2026: GPU sizing, cost, and the API break-even

Kimi K3's API costs $3/$15 per million tokens. Self-hosting the 2.8T open weights needs roughly 1.4 TB of VRAM. We size the GPUs, price the node against 2026 cloud rates, and work out the break-even.
Manu Shukla

#open-weight LLM

Fine-tuning open models in 2026: when it beats RAG, and how eCorpIT delivers it

Self-hosting Kimi K3 (2.8T) in 2026: GPU sizing, cost, and the API break-even