TGINSIGHT SIMILAR POSTS
Source channel @githubtrending · Post #15432 · Jan 23
#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
Search: #idioms
@Learn_English_from_Zero_to_Hero · Post #60774 · 05/11/2026, 06:25 PM
#idioms 💥Let the 'side down (BrE) ○to disappoint your family, friends, team, etc. by not being as successful as they expect, or not helping or supporting them. ☆ John would never let the side down. ☆ I knew I was letting the side down (= disappointing my family, etc.) by not going to college.
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@Learn_English_from_Zero_to_Hero · Post #60767 · 05/09/2026, 07:07 PM
#idioms 💥Water off a duck's back ○criticism or unpleasant things have no effect on someone; they don't take it personally. ▪️ No matter how much they criticize her, it's like water off a duck's back — she just keeps going. ▪️ He laughed off all the negative comments, letting them be water off a duck's back.
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@Learn_English_from_Zero_to_Hero · Post #60729 · 04/19/2026, 05:59 AM
#idioms 💥A BOOTLICKER 🔅Someone who flatters or obeys others in power to gain favour. ▪️Jeff is such a bootlicker, always agreeing with the boss no matter what.
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@Learn_English_from_Zero_to_Hero · Post #60676 · 03/29/2026, 01:45 PM
#idioms ☆Crunch time •The period of time just before a project has to be completed and everyone has to work hard . ●I’m not getting much sleep these days, because it’s crunch time at work.
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@Learn_English_from_Zero_to_Hero · Post #60675 · 03/29/2026, 01:44 PM
#idioms ☆Run on fumes •To continue to stay awake when feeling exhausted . ●I really have to take a nap now. I haven’t slept for twenty hours and I’m running on fumes.
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@Learn_English_from_Zero_to_Hero · Post #60619 · 02/04/2026, 06:47 PM
#idioms
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@Learn_English_from_Zero_to_Hero · Post #60604 · 01/26/2026, 04:56 PM
#idioms ⚜Turn the clock back ●to return to a situation that existed in the past; to return to old-fashioned methods or ideas. ●This new law is an attempt to turn the clock back.
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@Learn_English_from_Zero_to_Hero · Post #60490 · 11/11/2025, 04:25 PM
#idioms 💥 leave sb to their own devices ▪️to leave sb alone to do as they wish. 🔅Once I’ve explained things to him I tend to leave him to his own devices.
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@Learn_English_from_Zero_to_Hero · Post #60486 · 11/08/2025, 06:06 PM
#Idioms 💢To pull out all the stops ♠️To make every possible effort to get something done Ex:- The company pulled out all the stops to advertise their new product.
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@Learn_English_from_Zero_to_Hero · Post #60336 · 10/02/2025, 06:23 PM
#idioms 💥After one's own heart 🔅having the same opinions or interests as you ⚜When you brought chocolates I knew you were a woman after my own heart.
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@Learn_English_from_Zero_to_Hero · Post #60318 · 09/28/2025, 05:18 PM
#idioms 💥Pull the wool over someone's eyes💥
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@Learn_English_from_Zero_to_Hero · Post #60247 · 09/13/2025, 07:01 PM
#idioms 💥in a bind | fix | jam ⚜If someone is in a bind, or in a jam, or in a fix, they're in a bad or difficult situation. ⚡️Jimmy's in a bind because he owes a lot of money to some mafia guys, and he hasn't got it.
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