https://sudonull.com/fine-tuning-mistral-7b-on-russian-for-dialogues
Learn why LoRA didn't work and how full fine-tuning Mistral 7B achieved BertScore 0.93. Architecture, optimizations, MERA benchmarks for ML engineers.
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In this project
https://sudonull.com/fine-tuning-ai-for-technical-writing-lessons-after-failure-it-practice
How to personalize a language model for technical content. Practical steps for fine-tuning, hyperparameter tuning, and quality evaluation. Learn how to avoid failures.
https://sudonull.com/fine-tuning-gemma-4-on-cloud-run-with-gpu
Instructions for fine-tuning Gemma 4 31B on Cloud Run Jobs for image classification. QLoRA, LoRA rank 64, accuracy 94%. For middle/senior developers. Start fine-tuning now.
https://sudonull.com/fine-tuning-vs-retrieval-augmented-generation-a-guide
Compare fine tuning vs retrieval augmented generation for LLMs. Learn which approach suits your AI project based on accuracy, cost, and data freshness.
https://sudonull.com/yoloe-object-detection-without-fine-tuning
Learn how YOLOE uses text and visual prompts for detecting arbitrary objects. Backbone YOLO + RepRTA for speed. Code examples and scenarios for middle/senior dev. Test on your own tasks.
From other projects
https://ymaho.com/fines-for-illegal-mining-in-russia-amounts-and-consequences
The State Duma introduced fines for mining without permission—up to 2 million rubles and confiscation. Find out what's allowed and what's already dangerous.
https://ymaho.com/nasdaq-fined-14-million-for-ipo-failure-causes-and-consequences
SEC fined Nasdaq $14 million for a two-hour failure during the IPO of Arm China and other companies. We analyze the exchange's systemic problems and the impact on the market. Read more.
https://ymaho.com/coinone-fined-3-5-million-for-aml-cft-violations
South Korea has penalized the Coinone exchange for inadequate customer verification. Learn how this impacts the market and your security.
https://lrivo.com/afc-fines-saudi-clubs-al-hilal-al-ahli-al-nassr-penalized
The AFC has sanctioned top Saudi football clubs like Al-Hilal, Al-Ahli, and Al-Nassr with significant fines for various rule breaches. Learn why these penalties were issued.
https://lrivo.com/plymouth-stevenage-fined-after-league-one-melee
Plymouth Argyle and Stevenage fined by FA for post-match brawl. See penalty details and what it means for both League One clubs.
https://lrivo.com/matthias-ginter-fined-15-000-by-dfb-for-referee-outburst
Freiburg defender Matthias Ginter fined €15,000 after kicking the referee's door following a dramatic loss to Bayern Munich. Get the full story and key details here.
https://ymaho.com/eu-court-overturns-intel-1-06-billion-fine-consequences
EU Court Overturns Intel €1.06 Billion Fine but Confirms Violations. Analysis of the timeline, precedent for antitrust cases, and consequences for the chip market. Read more.
https://ymaho.com/eu-court-rejects-apple-and-google-appeals-against-15-4-billion-fines
EU Court upholds €15.4 billion fines against Apple and Google for violations. How will this change Big Tech's tax architecture and affect the investment climate in Europe? Read the analysis.
https://ymaho.com/sanctions-evasion-against-russia-how-luxury-cars-enter-the-rf
Poland fined a company for supplying luxury cars to Russia. Why do sanctions evasion schemes threaten peace and your wallet? Find out in this analysis.
https://ymaho.com/calm-digital-sabbath-saturday-shutdown-mode
Calm introduced fines for hacking the shutdown mode. Find out why this is a retention crisis and how AI is changing the wellness app market. Read the analysis.
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