#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
😄Consider
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🔘 The verb, consider can mean spend time to think, or think about something
🔜 I'm going to take some time to consider, then I'll tell you my decision.
🔜I'm considering how we can best use our time.
🔘 Consider can have a similar meaning to 'take into account' to say that somethng is important when making a decision or judgement.
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😄Consider
➖➖➖➖➖➖
🔘 The verb, consider can mean spend time to think, or think about something
🔜 I'm going to take some time to consider, then I'll tell you my decision.
🔜I'm considering how we can best use our time.
🔘 Consider can have a similar meaning to 'take into account' to say that somethng is important when making a decision or judgement.
🔜 She's learnt so much, considering how late she started the course.
🔘 Consider can be used with an object and an adjective or noun to describe what we think something or someone is like.
🔜 I consider him to be the best writer of his generation.
🔜 I consider her an expert. She knows so much about history.
#Consider👨🏫@America
➖➖➖➖➖➖➖➖➖➖➖➖
🆕 Crypto News @Money
😁 Crypto Game @Egame
🇺🇸 US News @America
🇯🇵 Japan News @Japan
🇦🇪 UAE News @Dubai
▶️ Popular Movies @Videos
😜 Best Funny Video @Funnys
😄Consider
➖➖➖➖➖➖
🔘 The verb, consider can mean spend time to think, or think about something
🔜 I'm going to take some time to consider, then I'll tell you my decision.
🔜I'm considering how we can best use our time.
🔘 Consider can have a similar meaning to 'take into account' to say that somethng is important when making a decision or judgement.
🔜 She's learnt so much, considering how late she started the course.
🔘 Consider can be used with an object and an adjective or noun to describe what we think something or someone is like.
🔜 I consider him to be the best writer of his generation.
🔜 I consider her an expert. She knows so much about history.
#Consider👨🏫@America
➖➖➖➖➖➖➖➖➖➖➖➖
🆕 Crypto News @Money
😁 Crypto Game @Egame
🇺🇸 US News @America
🇯🇵 Japan News @Japan
🇦🇪 UAE News @Dubai
▶️ Popular Movies @Videos
😜 Best Funny Video @Funnys
📰Colorado Lawmakers Consider Bill Allowing Older Adults to Opt Out of Jury Duty in State Courts
🔗https://dailycoloradonews.com/colorado-lawmakers-consider-bill-older-adults-opt-out-jury-duty/?utm_source=telegram&utm_medium=social&utm_campaign=zimm-distribute
via Daily Political Press
#Courts#Colorado#Lawmakers#Consider#Latest
📰Colorado Lawmakers Consider Bill Allowing Older Adults to Opt Out of Jury Duty in State Courts
🔗https://dailycoloradonews.com/colorado-lawmakers-consider-bill-older-adults-opt-out-jury-duty/?utm_source=telegram&utm_medium=social&utm_campaign=zimm-distribute
via Daily Political Press
#Courts#Colorado#Lawmakers#Consider#Latest