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3 Posts On This Category

TokenTuning

ABOUT THIS TAG
AI, Guides
December 20, 2025
82 views 19 mins 0

Personalize Image Models With LoRA at Home: Data, Training, and Safe Publishing

Personalize Image Models With LoRA at Home: Data, Training, and Safe Publishing

A practical guide to tuning image models with LoRA on consumer hardware—covering data, training choices, evaluation, and safe release.

Tags: ImagePersonalization, LoRAPlaybook, TokenTuning
AI, Guides
December 12, 2025
99 views 18 mins 0

Cut Your LLM Bill: A Practical Playbook for Smarter Prompts, Caching, and Model Routing

Cut Your LLM Bill: A Practical Playbook for Smarter Prompts, Caching, and Model Routing

Most AI bills grow quietly. This practical playbook shows how to measure value, trim tokens, cache repeats, and route tasks to the right model.

Tags: AICostOps, LLMFinOps, TokenTuning
AI, It's happening, Technology
October 01, 2025
214 views 17 mins 0

AI Cost Engineering You Can Use: Practical Tactics to Cut Model Bills Without Cutting Quality

A clear playbook to shrink LLM and GPU costs now—prompts, batching, quantization, routing, caching, hardware choices, and unit metrics you can trust.

Tags: AICostOps, EdgeCompute, TokenTuning

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