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Habr<p>Разворачиваем нейросеть на бесплатном VPS: FastAPI + Hugging Face за 15 минут</p><p>Хотите запустить свою нейросеть в облаке, но нет бюджета на мощный сервер? В этой статье я покажу, как развернуть модель с Hugging Face на бесплатном VPS с помощью Docker и FastAPI. Вы получите работающий HTTP-сервис всего за 15 минут, даже если раньше не работали с развертыванием ML-моделей. Мы разберем каждый шаг: от создания Space на Hugging Face до написания API-интерфейса на Python. В качестве примера используем модель TinyLlama, но подход подойдет для любой модели, укладывающейся в ограничения бесплатного тарифа. Я постараюсь рассказать, как обойти типичные проблемы с памятью и производительностью на слабых серверах, а также как избежать "засыпания" вашего сервиса. В статье есть готовые Dockerfile, код на Python и примеры запросов — просто повторяйте за мной и получите свой работающий AI-сервис!</p><p><a href="https://habr.com/ru/articles/908554/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">habr.com/ru/articles/908554/</span><span class="invisible"></span></a></p><p><a href="https://zhub.link/tags/vps" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>vps</span></a> <a href="https://zhub.link/tags/ml" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ml</span></a> <a href="https://zhub.link/tags/docker" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>docker</span></a></p>
HAPPY HAGGEN<p>"🚀 Built a RAG system with LangChain, OpenSearch, and Llama 3.1! Optimized performance, slashed costs, unlocked endless AI possibilities. <a href="https://techhub.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://techhub.social/tags/RAG" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RAG</span></a>" <a href="https://zilliz.com/tutorials/rag/langchain-and-opensearch-and-fireworks-ai-llama-3.1-8b-instruct-and-ollama-snowflake-arctic-embed" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">zilliz.com/tutorials/rag/langc</span><span class="invisible">hain-and-opensearch-and-fireworks-ai-llama-3.1-8b-instruct-and-ollama-snowflake-arctic-embed</span></a></p>
Mark Free<p>"Built a RAG system from scratch using LangChain, OpenSearch, IBM's MiniLM &amp; Fireworks AI's Llama 3.1! 🚀 Optimized chunk sizes, balanced latency/accuracy, calculated costs. Now go build smart apps! <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://techhub.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://techhub.social/tags/RAG" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RAG</span></a>" <a href="https://zilliz.com/tutorials/rag/langchain-and-opensearch-and-fireworks-ai-llama-3.1-8b-instruct-and-ibm-all-minilm-l12-v2" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">zilliz.com/tutorials/rag/langc</span><span class="invisible">hain-and-opensearch-and-fireworks-ai-llama-3.1-8b-instruct-and-ibm-all-minilm-l12-v2</span></a></p>
Odin Halvorson<p>There’s Proof! AI Makes You Stupid. <a href="https://indubitablyodin.medium.com/theres-proof-ai-makes-you-stupid-55b08486efee" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">indubitablyodin.medium.com/the</span><span class="invisible">res-proof-ai-makes-you-stupid-55b08486efee</span></a></p><p><a href="https://sfba.social/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ArtificialIntelligence</span></a> <a href="https://sfba.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://sfba.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://sfba.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://sfba.social/tags/Learning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Learning</span></a> <a href="https://sfba.social/tags/ChatGPT" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ChatGPT</span></a> <a href="https://sfba.social/tags/OpenAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenAI</span></a> <a href="https://sfba.social/tags/Llama" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Llama</span></a> <a href="https://sfba.social/tags/Ollama" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Ollama</span></a> <a href="https://sfba.social/tags/LMStudio" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LMStudio</span></a> <a href="https://sfba.social/tags/HuggingFace" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HuggingFace</span></a> <a href="https://sfba.social/tags/Tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Tech</span></a> <a href="https://sfba.social/tags/Technology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Technology</span></a> <a href="https://sfba.social/tags/Computers" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Computers</span></a> <a href="https://sfba.social/tags/Internet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Internet</span></a> <a href="https://sfba.social/tags/Gadgets" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Gadgets</span></a> <a href="https://sfba.social/tags/Ideas" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Ideas</span></a> <a href="https://sfba.social/tags/New" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>New</span></a> <a href="https://sfba.social/tags/Cool" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Cool</span></a> <a href="https://sfba.social/tags/Futurism" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Futurism</span></a> <a href="https://sfba.social/tags/Future" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Future</span></a></p>
Craig Brown, PhD<p><a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://mastodon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> OpenSearch 3.0 augments vector database performance, search infrastructure, and more <a href="https://www.kmworld.com/Articles/ReadArticle.aspx?ArticleID=169387&amp;utm_source=dlvr.it&amp;utm_medium=mastodon" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">kmworld.com/Articles/ReadArtic</span><span class="invisible">le.aspx?ArticleID=169387&amp;utm_source=dlvr.it&amp;utm_medium=mastodon</span></a> <a href="https://mastodon.social/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ArtificialIntelligence</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/LargeLanguageModels" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LargeLanguageModels</span></a></p>
Farooq | فاروق<p>Just sent my proposal to <a href="https://cr8r.gg/tags/NLnet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLnet</span></a>'s <a href="https://cr8r.gg/tags/ngi0commons" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ngi0commons</span></a> to create a <a href="https://cr8r.gg/tags/Luanti" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Luanti</span></a> <a href="https://cr8r.gg/tags/game" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>game</span></a> to help with <a href="https://cr8r.gg/tags/Mozilla" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Mozilla</span></a> <a href="https://cr8r.gg/tags/CommonVoice" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CommonVoice</span></a> clips validation.</p><p>The deadline is end of the current month. They should reply about the first round in the beginning August. And I should get a reply about the second round mid September.</p><p>It's about 300 hours of work, in the worst case. If things go smooth, I should have minimal working version for the White Cane Safety day which is on 15th October. And by end of the November, the first version is ready.</p><p>And all these are given that NLnet will give me the funding seeing my project valuable, and also not minding working with someone based in <a href="https://cr8r.gg/tags/Iran" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Iran</span></a>...</p><p><a href="https://cr8r.gg/tags/FOSS" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FOSS</span></a> <a href="https://cr8r.gg/tags/mozillacommonvoice" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mozillacommonvoice</span></a> <a href="https://cr8r.gg/tags/mcv" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mcv</span></a> <a href="https://cr8r.gg/tags/mozillacv" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mozillacv</span></a> <a href="https://cr8r.gg/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a> <a href="https://cr8r.gg/tags/ml" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ml</span></a> <a href="https://cr8r.gg/tags/voicedata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>voicedata</span></a> <a href="https://cr8r.gg/tags/crowdsourcing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>crowdsourcing</span></a> <a href="https://cr8r.gg/tags/crowdsourcingideas" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>crowdsourcingideas</span></a> <a href="https://cr8r.gg/tags/minetest" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>minetest</span></a> <a href="https://cr8r.gg/tags/minetestgame" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>minetestgame</span></a> <a href="https://cr8r.gg/tags/luantigame" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>luantigame</span></a> <a href="https://cr8r.gg/tags/fossgaming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>fossgaming</span></a> <a href="https://cr8r.gg/tags/opensource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>opensource</span></a> <a href="https://cr8r.gg/tags/opensourceai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>opensourceai</span></a> <a href="https://cr8r.gg/tags/opensourcegame" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>opensourcegame</span></a></p>
Craig Brown, PhD<p><a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://mastodon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> Gresham unveils cloud solution to improve data quality for investment managers <a href="https://www.kmworld.com/Articles/ReadArticle.aspx?ArticleID=169352&amp;utm_source=dlvr.it&amp;utm_medium=mastodon" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">kmworld.com/Articles/ReadArtic</span><span class="invisible">le.aspx?ArticleID=169352&amp;utm_source=dlvr.it&amp;utm_medium=mastodon</span></a> <a href="https://mastodon.social/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ArtificialIntelligence</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/LargeLanguageModels" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LargeLanguageModels</span></a></p>
Lobsters<p>HACKSAT25: The first multi-tenant satellite unikernel security challenge <a href="https://lobste.rs/s/cxdhms" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lobste.rs/s/cxdhms</span><span class="invisible"></span></a> <a href="https://mastodon.social/tags/ml" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ml</span></a> <a href="https://mastodon.social/tags/security" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>security</span></a><br><a href="https://hacksat.dev/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">hacksat.dev/</span><span class="invisible"></span></a></p>
Craig Brown, PhD<p><a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://mastodon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> Franz Inc. launches AllegroGraph 8.4, supporting agentic AI solutions <a href="https://www.kmworld.com/Articles/ReadArticle.aspx?ArticleID=169345&amp;utm_source=dlvr.it&amp;utm_medium=mastodon" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">kmworld.com/Articles/ReadArtic</span><span class="invisible">le.aspx?ArticleID=169345&amp;utm_source=dlvr.it&amp;utm_medium=mastodon</span></a> <a href="https://mastodon.social/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ArtificialIntelligence</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/LargeLanguageModels" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LargeLanguageModels</span></a></p>
Metin Seven 🎨<p>𝑻𝒉𝒆 𝑨𝑰 𝒋𝒐𝒃𝒔 𝒄𝒓𝒊𝒔𝒊𝒔 𝒊𝒔 𝒉𝒆𝒓𝒆, 𝒏𝒐𝒘</p><p><a href="https://www.bloodinthemachine.com/p/the-ai-jobs-crisis-is-here-now" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">bloodinthemachine.com/p/the-ai</span><span class="invisible">-jobs-crisis-is-here-now</span></a></p><p><a href="https://graphics.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://graphics.social/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ArtificialIntelligence</span></a> <a href="https://graphics.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://graphics.social/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLMs</span></a> <a href="https://graphics.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://graphics.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://graphics.social/tags/OpenAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenAI</span></a> <a href="https://graphics.social/tags/ChatGPT" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ChatGPT</span></a> <a href="https://graphics.social/tags/writer" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>writer</span></a> <a href="https://graphics.social/tags/writers" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>writers</span></a> <a href="https://graphics.social/tags/translator" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>translator</span></a> <a href="https://graphics.social/tags/illustrator" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>illustrator</span></a> <a href="https://graphics.social/tags/tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tech</span></a> <a href="https://graphics.social/tags/technology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>technology</span></a> <a href="https://graphics.social/tags/BigTech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>BigTech</span></a></p>
Craig Brown, PhD<p><a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://mastodon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> Crawford Technologies introduces on-demand document creation <a href="https://www.kmworld.com/Articles/ReadArticle.aspx?ArticleID=169329&amp;utm_source=dlvr.it&amp;utm_medium=mastodon" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">kmworld.com/Articles/ReadArtic</span><span class="invisible">le.aspx?ArticleID=169329&amp;utm_source=dlvr.it&amp;utm_medium=mastodon</span></a> <a href="https://mastodon.social/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ArtificialIntelligence</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/LargeLanguageModels" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LargeLanguageModels</span></a></p>
Reboot Chronicles-Dean DeBiase<p>Watch Listen Subscribe wherever you get podcasts or here&gt;&gt; <a href="https://zurl.co/LO348" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">zurl.co/LO348</span><span class="invisible"></span></a></p><p>Consumer Technology Association (CTA) President, Kinsey Fabrizio, joins us for this episode of the Reboot Chronicles Show with a look into her crystal ball about the future of innovation—like AI, robotics, and healthcare, and how all of these are on display at CES.</p><p><a href="https://mastodon.social/tags/therebootchronicles" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>therebootchronicles</span></a> <a href="https://mastodon.social/tags/deandebiase" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>deandebiase</span></a> <a href="https://mastodon.social/tags/BuildBuyBorrow" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>BuildBuyBorrow</span></a> <a href="https://mastodon.social/tags/CES" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CES</span></a> <a href="https://mastodon.social/tags/CES2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CES2025</span></a> <a href="https://mastodon.social/tags/CTA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CTA</span></a> <a href="https://mastodon.social/tags/CTALeadership" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CTALeadership</span></a> <a href="https://mastodon.social/tags/Tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Tech</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://mastodon.social/tags/WomenInTech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>WomenInTech</span></a></p>
InkDesign<p>✨ Dicas de Prompting: Domine o GPT Stylist! <br>📝 Quer turbinar suas habilidades em machine learning? Neste post, o GPT Stylist compartilha técnicas valiosas de prompting que vão transformar sua abordagem em deep learning! Aprenda a criar prompts mais eficazes e veja a mágica acontecer. Não perca essa oportunidade de aprimorar seu conhecimento! Clique para descobrir! <br>. <br>. <br>.<a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://mastodon.social/tags/DeepLear" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DeepLear</span></a>...<br><a href="https://inkdesign.com.br/gpt-stylist-ensina-tecnicas-de-prompting-em-machine-learning/?fsp_sid=13499" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">inkdesign.com.br/gpt-stylist-e</span><span class="invisible">nsina-tecnicas-de-prompting-em-machine-learning/?fsp_sid=13499</span></a></p>
Chi Kim<p>Finally, multimodal support for llama.cpp server is back! <a href="https://mastodon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://github.com/ggml-org/llama.cpp/blob/master/docs/multimodal.md" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">github.com/ggml-org/llama.cpp/</span><span class="invisible">blob/master/docs/multimodal.md</span></a></p>
contrafront<p>Джихадисты убили 3 солдат при штурме позиций вооруженных сил Мали <a href="https://mastodon.social/tags/ml" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ml</span></a> <a href="https://contrafront.ru/ml/2005" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">contrafront.ru/ml/2005</span><span class="invisible"></span></a></p>
Emma Stamm<p><a href="https://assemblag.es/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> / <a href="https://assemblag.es/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> people here:</p><p>I'm working on an article about whether reasoning models’ outputs or “chains of thought” faithfully reflect their internal processes or not. I want to know how researchers evaluate "faithfulness." How can they be sure chains of thought aren't hallucinations? </p><p>Any resources you could point me towards would be helpful, including articles, people to talk to, etc. </p><p>(&amp; this is yet another request where boosts would go a long way! 🙏 thank you thank you ) <a href="https://assemblag.es/tags/genAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>genAI</span></a> <a href="https://assemblag.es/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://assemblag.es/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLMs</span></a></p>
ABCD-J<p>🏆 <a href="https://nrw.social/tags/JuLearn" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>JuLearn</span></a> – eine <a href="https://nrw.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://nrw.social/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Python</span></a> Bibliothek im <a href="https://nrw.social/tags/ABCD_J" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ABCD_J</span></a> <a href="https://nrw.social/tags/Open_Source_Software" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Open_Source_Software</span></a> Stack – wird als <span class="h-card" translate="no"><a href="https://social.fz-juelich.de/@fzj" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>fzj</span></a></span> <a href="https://nrw.social/tags/JuRSE" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>JuRSE</span></a> (Jülich Research Software Engineering) <a href="https://nrw.social/tags/Code" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Code</span></a> of the Month für Mai 2025 vorgestellt! Lesen Sie mehr auf der JuRSE-Website: <a href="https://www.fz-juelich.de/en/rse/community-initiatives/jurse-code-of-the-month/may-2025" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">fz-juelich.de/en/rse/community</span><span class="invisible">-initiatives/jurse-code-of-the-month/may-2025</span></a>.</p><p><a href="https://nrw.social/tags/Machine_Learning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Machine_Learning</span></a> <a href="https://nrw.social/tags/Software" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Software</span></a> <a href="https://nrw.social/tags/RSE" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RSE</span></a></p>
pipTrends<p>This week's newsletter will be out tomorrow. Interesting stuff by Cornellius Yudha Wijaya <span class="h-card" translate="no"><a href="https://tietz.social/@nicole" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>nicole</span></a></span> Brandon Chinn, Edward Li &amp; OpenAI covered</p><p><a href="https://newsletter.piptrends.com/p/a-practical-guide-to-building-agents" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">newsletter.piptrends.com/p/a-p</span><span class="invisible">ractical-guide-to-building-agents</span></a></p><p><a href="https://mastodon.social/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>python</span></a> <a href="https://mastodon.social/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Programming</span></a> <a href="https://mastodon.social/tags/PythonProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PythonProgramming</span></a> <a href="https://mastodon.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a> <a href="https://mastodon.social/tags/ml" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ml</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/SoftwareDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SoftwareDevelopment</span></a> <a href="https://mastodon.social/tags/WebDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>WebDevelopment</span></a> <a href="https://mastodon.social/tags/TechNews" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TechNews</span></a> <a href="https://mastodon.social/tags/OpenSource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenSource</span></a> <a href="https://mastodon.social/tags/DataEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataEngineering</span></a></p>
pipTrends<p>We often hear Python is an interpreted language and Java is a compiled one. So, does that mean Python doesn’t use a compiler and Java doesn’t use an interpreter? Not really. In this article, <span class="h-card" translate="no"><a href="https://tietz.social/@nicole" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>nicole</span></a></span> explained clearly.</p><p><a href="https://ntietz.com/blog/python-is-an-interpreted-language-with-a-compiler/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">ntietz.com/blog/python-is-an-i</span><span class="invisible">nterpreted-language-with-a-compiler/</span></a></p><p><a href="https://mastodon.social/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>python</span></a> <a href="https://mastodon.social/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Programming</span></a> <a href="https://mastodon.social/tags/PythonProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PythonProgramming</span></a> <a href="https://mastodon.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a> <a href="https://mastodon.social/tags/ml" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ml</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/SoftwareDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SoftwareDevelopment</span></a> <a href="https://mastodon.social/tags/WebDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>WebDevelopment</span></a> <a href="https://mastodon.social/tags/TechNews" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TechNews</span></a> <a href="https://mastodon.social/tags/OpenSource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenSource</span></a> <a href="https://mastodon.social/tags/DataEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataEngineering</span></a></p>
Farooq | فاروق<p>Unfortunately, my horse power computer is now offline. And I am in another city so no access to it. It's likely that there has been a <a href="https://cr8r.gg/tags/poweroutage" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>poweroutage</span></a> which is now very common in my country <a href="https://cr8r.gg/tags/iran" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>iran</span></a> </p><p>I am doing experiments with <a href="https://cr8r.gg/tags/wakegp" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>wakegp</span></a> to see if my simple method for parsimony pressure is effective. Till now, it seems that its effect is very little. I'm thinking of other methods for parsimony pressure such as bucketing and tournament selection(for size instead of fitness).</p><p>I am expecting to deliver results in summer, God willing. </p><p><a href="https://cr8r.gg/tags/Geneticprogramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Geneticprogramming</span></a> <a href="https://cr8r.gg/tags/evolutionarycomputation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>evolutionarycomputation</span></a> <a href="https://cr8r.gg/tags/EvolutionaryComputing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EvolutionaryComputing</span></a> <a href="https://cr8r.gg/tags/artificialintelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>artificialintelligence</span></a> <a href="https://cr8r.gg/tags/machinelearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>machinelearning</span></a> <a href="https://cr8r.gg/tags/ml" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ml</span></a> <a href="https://cr8r.gg/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a> <a href="https://cr8r.gg/tags/wake_word_detection" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>wake_word_detection</span></a> <a href="https://cr8r.gg/tags/wakeworddetection" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>wakeworddetection</span></a> <a href="https://cr8r.gg/tags/programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>programming</span></a> <a href="https://cr8r.gg/tags/computer_science" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>computer_science</span></a> <a href="https://cr8r.gg/tags/cs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cs</span></a> <a href="https://cr8r.gg/tags/computerscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>computerscience</span></a></p>