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Source channel @githubtrending · Post #15432 · Jan 23

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#jupyter_notebook#chinese_llm#chinese_nlp#finetune#generative_ai#instruct_gpt#instruction_set#llama#llm#lora#open_models#open_source#open_source_models#qlora AirLLM is a tool that lets you run very large AI models on computers with limited memory by using a smart layer-by-layer loading technique instead of traditional compression methods. You can run a 70-billion-parameter model on just 4GB of GPU memory, or even a 405-billion-parameter model on 8GB, without losing model quality. The benefit is that you can use powerful AI models on affordable hardware without expensive upgrades, and the tool also offers optional compression features that can speed up performance by up to 3 times while maintaining accuracy. https://github.com/lyogavin/airllm

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#jupyter_notebook#chinese_llm#chinese_nlp#finetune#generative_ai#instruct_gpt#instruction_set#llama#llm#lora#open_models#open_source#open_source_models#qlora
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🦅 [ perspective ix ]

@perspectiveix · Post #1285 · 05/22/2018, 09:30 AM

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​​🏥How heavy use of social media is linked to mental illness May 20th marked the end of “#MentalHealth awareness week”, a campaign run by the Mental Health Foundation, a British charity. Roughly a quarter of British adults have been diagnosed at some point with a psychiatric disorder, costing the economy an estimated 4.5% of GDP per year. Such illnesses have many causes, but a growing body of research demonstrates that in young people they are linked with heavy consumption of #SocialMedia. A survey by the Royal Society for Public #Health found that Britons aged 14-24 believe #Facebook, #Instagram, #Snapchat and #Twitter have detrimental effects on their wellbeing. They said that these social networks gave them scope for self-expression and community-building, but exacerbated anxiety and #depression. 🚀@PerspectiveIX 🔗prs.pctvix.co/2ISIKvh

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#mentalhealth#socialmedia#health#facebook#instagram#snapchat#twitter#depression
Google Facts™ [ ️@googlefactss🌎]

@googlefactss · Post #40507 · 01/08/2026, 07:00 PM

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Vitamin D is made in the skin when sunlight touches it. This vitamin helps the brain stay healthy and can stop feelings of sadness or depression. Taking supplements or getting sunlight can boost vitamin D and improve mood. 🌞🧠 [Source1] [Source2] @googlefactss#VitaminD#MentalHealth#Depression#Sunlight#Supplements

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#vitamind#mentalhealth#depression#sunlight#supplements
Google Facts™ [ ️@googlefactss🌎]

@googlefactss · Post #40654 · 02/13/2026, 03:04 PM

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In Japan, a marketing campaign called 'kokoro no kaze' (a cold of the soul) was used to promote antidepressants, increasing sales sixfold. It falsely suggested depression was simple and temporary like a cold, hiding the true treatment needs. This led to over-medication and potential harm. Now, companies focus on bipolar disorder, risking similar issues. 🚨💊 [Read more] @googlefactss #MentalHealth#Japan#Pharmaceuticals#Depression#Bipolar#HealthRisks

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#mentalhealth#japan#pharmaceuticals#depression#bipolar#healthrisks