https://sudonull.com/local-200b-models-bonsai-and-turboquant
Breakdown of 1-bit weights Bonsai 8B and KV-cache compression TurboQuant. Memory reduction 14x for weights, 6x for cache. Calculations for 235B models. Learn how to run giants locally.
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In this project
https://sudonull.com/tco-llm-in-2026-strategies-for-calculating-costs-on-models
Analysis of Total Cost of Ownership for LLM in conditions of compute shortage. How to calculate the real cost of solving a task, not a token. Download the TCO calculation template.
https://sudonull.com/finops-calculation-of-cpu-ram-storage-costs-in-hybrid-it
Detailed methodology for calculating the cost of computing resources (CPU, RAM, Storage) and data storage in hybrid infrastructure for FinOps and ITFM. Accounting for fault tolerance and oversubscription.
https://sudonull.com/calculation-view-in-asapbi-without-sql
Learn how to visually build analytical models in asapBI for ADB, PostgreSQL and Trino. Export to UDF, clusters without load on DB. For DWH developers.
https://sudonull.com/python-physical-calculations-console-utility-and-productivity-metric
How to Automate Physical Computations in Python. Analysis of EINSTATION PLUS Architecture with Code Examples. Learn About Implementation Nuances and Critical Metrics Evaluation.
From other projects
https://ymaho.com/trump-rejected-iran-s-peace-proposal-cold-calculation
Why did Trump reject Iran's 14 points? Analysis of the hidden financial and political motives behind the risk of renewed war. Read the exclusive analysis.
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