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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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Venture Village Wall 🦄

@venturevillagewall · Post #3713 · 12/25/2024, 01:00 PM

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Funding Rounds Completed Recent funding updates highlight several companies securing significant investments: - HuLoop Automation, Inc.: Raised *$6M* for its AI-driven no-code automation platform. - Arborea: Completed a round of *$5.22M*, focusing on industrializing photosynthesis. - nQ Zebraworks: Secured *$4.50M*, enhancing law firm billing and workflow. - Shexu Technology: Received *$4.12M*, details in Chinese. - Crop Diagnostix: Raised *$3.50M* for agricultural diagnostics solutions. - Rainier Welding: Achieved *$3.30M* for steel and aluminum fabrication services. - Jiaoyi Digital Technology: Secured *$2.75M*, offering a dashboard system template for web development. - Sirui Additive: Raised *$2.74M*, involved in additive manufacturing. #Funding#AI#Automation#Photosynthesis#LawTech#Welding#Agriculture#DigitalTech#WebDevelopment#Investments#Startups#Technology#Innovation#Sustainability#Manufacturing#Healthcare#Cosmetics#CostSaving#Productivity#Transformations