#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
Il centrodestra vince le elezioni suppletive in #Veneto, i leghisti Giulio #Centenaro e Alberto #DiRubba subentrano a Massimo Bitonci e Alberto Stefani.
Collegio di Selvazzano Dentro:
🔵 Centenaro (CDX): 59,44%
🟠 Stivanello (CSX): 31,21%
⚫ Adinolfi (PdF): 5,03%
🟡 Paccagnella (ORA!): 4,32%
Collegio di Rovigo:
🔵 Di Rubba (CDX): 57,43%
🟠 Bovolenta (CSX): 34,91%
⚪ Padoan (Ind.): 7,67%
@UltimoraPolitics24
#Italia#Suppletive
Camera dei Deputati, collegio di Rovigo - 237 sezioni scrutinate su 425
🔵 Alberto #DiRubba (CDX): 57,25%
🟠 Giacomo #Bovolenta (CSX): 34,86%
🟤 Giuseppe Padoan (No-vax antisistema): 7,89%
@Osservatorioitaliano
#Italia#Suppletive
Camera dei Deputati, collegio di Rovigo - 178 sezioni scrutinate su 425
🔵 Alberto #DiRubba (CDX): 55,84%
🟠 Giacomo #Bovolenta (CSX): 36,04%
🟤 Giuseppe Padoan (No-vax antisistema): 8,12%
@Osservatorioitaliano
#Italia#Suppletive
Camera dei Deputati, collegio di Rovigo - 20 sezioni scrutinate su 425
🔵 Alberto #DiRubba (CDX): 59,13%
🟠 Giacomo #Bovolenta (CSX): 31,51%
🟤 Giuseppe Padoan (No-vax antisistema): 9,36%
@Osservatorioitaliano
#Italia#Suppletive
✅ Giulio #Centenaro (#Lega|PfE) e Alberto #DiRubba (Lega) sono eletti deputati rispettivamente al posto dell’ex sottosegretario e attuale Assessore all’Industria Massimo #Bitonci e del Presidente della Regione Veneto, Alberto #Stefani.
@OsservatorioItaliano