#TRL #libraries #BookBans
Interesting proposal by Lewis Co TRL representative Mittge to condition funding with standards for books based on who is offended by them in his community. His proposal removes the librarians from making informed book purchases and placement decisions. He feels it will help sell voters in Lewis Co to support increased taxes for TRL. I am curious if he considered how such conditions might discourage voters in Thurston County to vote in favor of the levy lid lift with his conditions? TC is the largest population center and largest contributor of funding. In order to implement his idea an additional bureaucratic process of book standards review and placement would likely be needed. Would each community within each member county have their own local books standards review?
https://www.yelmonline.com/stories/trl-workers-union-board-of-trustees-president-elect-voice-opposition-to-board-of-trustees,404332

Good pod convo about the proposal:

https://podcasts.apple.com/us/podcast/the-chronicle-news-dump/id1520081346?i=1000773200140

Toll-like Receptor 🇺🇸

#Immunity #PPR #Patternrecognition #TRL #dendriticcells #immunecellresponses #macrophages #patternrecognitionreceptor

▶️ 1 new picture from NIH BioArt https://commons.wikimedia.org/wiki/File:Toll-like_Receptor_%28NIH_BioArt_700_-_784261%29.png

Tạo notebook Colab miễn phí cho mô hình 7B+ với GRPO + TRL, giảm sử dụng bộ nhớ ~7 lần! #Colab #GRPO #TRL #MachineLearning #MôHọcMáyTính #Reasoning #LậpTrình

https://www.reddit.com/r/LocalLLaMA/comments/1q7h6hz/i_finetuned_a_7b_model_for_reasoning_on_free/

Выбор LLM и фреймворка для ИИ-агентов

Путь от одной A100 в облаке до кластера на H200 — это не просто апгрейд железа, а история о том, как ML-команда перестала искать «ту самую идеальную модель» и начала строить экосистему. Когда под капотом миллионы строк C-кода PostgreSQL, а задачи варьируются от генерации hint-сетов до Graph-RAG, модель превращается из «черного ящика» в обычный заменяемый компонент. Рассказываем, как мы пересобрали стек на базе vLLM и MCP, почему контекст-менеджмент важнее весов модели и как заставить 0.6B-параметров работать не хуже гигантов через GRPO.

https://habr.com/ru/companies/postgrespro/articles/979820/

#llm #aiагент #ииагенты #qwen3 #ragas #finetuning #дообучение #trl #grpo #gspo

#SystemsEngineering101
Systems Engineering, meet Industrial Policy↙️

UCSD Barry Naughton's pastiche of #TRL #MRL #IRL #SRL #CRL #ARL is used to describe China's government intervention in their industrial economy as the Innovation Chain.

↘️
Technology Readiness Level #TRL
Manufacturing Readiness Level #MRL
Integration Readiness Level #IRL
System Readiness Level #SRL
Commercial Readiness Level #CRL
Adoption Readiness Level #ARL

https://bit.ly/4iDw8X1

Tôi đã tạo một mô hình chơi Wordle bằng cách tinh chỉnh GRPO + TRL + OpenEnv trên Colab! Mô hình này sử dụng học tăng cường và môi trường OpenEnv. #Wordle #TRL #OpenEnv #GRPO #HọcTăngCường #MôHìnhHọcMáy #Colab #ReinforcementLearning #AI

https://www.reddit.com/r/LocalLLaMA/comments/1p5d3j6/i_finetuned_a_model_with_grpo_trl_openenv/