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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
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@ssbclear · Post #9463 · 12/12/2025, 09:29 AM
#topics People who had their SSBs recently kindly drop down the lecturette topics and GD Topics so that we can utilise and post them for the benefit of all. Also do mention the SSB board name and date. 👇
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@ssbclear · Post #9399 · 12/04/2025, 03:59 AM
#topics People who had their SSBs recently kindly drop down the lecturette topics and GD Topics so that we can utilise and post them for the benefit of all. Also do mention the SSB board name and date. 👇
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@ssbclear · Post #9217 · 11/12/2025, 08:42 AM
#topics People who had their SSBs recently kindly drop down the lecturette topics and GD Topics so that we can utilise and post them for the benefit of all. Also do mention the SSB board name and date. 👇
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@mountstorm · Post #242 · 06/15/2022, 01:29 PM
#essay#ielts#topics Task 2. It’s important for children to learn the difference between right and wrong at an early age. Punishment is necessary to help them learn this distinction. To what extent do you agree or disagree? What sort of punishments should parents and teachers be allowed to use to teach good behavior to children?