#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
#G20#India
Narendra #Modi (#BJP|Destra): "Ho ricevuto una buona notizia. Grazie al duro lavoro della nostra squadra, è stato costruito un consenso sulla Dichiarazione dei leader del vertice G20 di Nuova Delhi. Mi congratulo con i miei sherpa e con i ministri che hanno lavorato sodo per rendere questo risultato possibile. La presidenza indiana del G20 è la più ambiziosa della storia. Con 112 tra documenti finali e documenti della presidenza, abbiamo più che raddoppiato il corposo lavoro delle precedenti presidenza."
@OsservatorioEsteri
#G20#India
Narendra #Modi (#BJP|Destra): "Ho inviato al Presidente di turno dell'Unione africana Azali #Assoumani (🇰🇲#CRC|Centro-sinistra🇰🇲) un documento in cui si invita formalmente l'Unione come membro permanente del G20. Il documento esprime la ferma convinzione che la sua inclusione contribuirà significativamente a far fronte alla sfide globali dei nostri tempi."
@OsservatorioEsteri
The former minister of Delhi, #SandeepKumar, was today inducted into the #BJP by #Haryana CM Nayab Saini.
#Sandeep went to jail for rape in exchange for providing jobs and was dismissed from his ministerial position due to this case.
On social #media, when his (dirty secrets) were exposed, the BJP found itself on the back foot. Sandeep was expelled from the party. And now, this rapist has been re-admitted into the BJP.
Now, if someone calls this a rapist, all Indians, especially Hindu extremists, get upset. My brother, the truth is that these people can do anything for power.Tomorrow, someone in your family, a girl, could be raped in exchange for a job, and you might not be able to do anything. When you protest, you will be labeled a traitor and arrested.
The #BJP is a party of #rapists.
#bhagwaterrorist