#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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🔘 The noun paint refers to coloured liquid that makes things look nice. The verb has different meanings. It can mean to put paint on something with a brush.
🔜 I'm going to paint this wall yellow, and this one white.
🔜The table was painted green.
🔘 Paint can also mean to make a picture of something, using paint.
🔜 She painted a portrait of me, it looks great.
🔜 The artist painted the beautiful landscape.
🔘 Paint can also mean to apply a liquid (not just paint) to something with a brush.
🔜 Paint the pastry with egg before putting it in the oven.
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😄Paint
➖➖➖➖➖➖
🔘 The noun paint refers to coloured liquid that makes things look nice. The verb has different meanings. It can mean to put paint on something with a brush.
🔜 I'm going to paint this wall yellow, and this one white.
🔜The table was painted green.
🔘 Paint can also mean to make a picture of something, using paint.
🔜 She painted a portrait of me, it looks great.
🔜 The artist painted the beautiful landscape.
🔘 Paint can also mean to apply a liquid (not just paint) to something with a brush.
🔜 Paint the pastry with egg before putting it in the oven.
🔜 Paint the wood preserver on the fence to protect it.
#Paint👨🏫@America
➖➖➖➖➖➖➖➖➖➖➖➖
🆕 Crypto News @Money
😁 Crypto Game @Egame
🇺🇸 US News @America
🇯🇵 Japan News @Japan
🇦🇪 UAE News @Dubai
▶️ Popular Movies @Videos
😜 Best Funny Video @Funnys