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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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STAR VET BOOKS

@starvetbooks · Post #4994 · 03/16/2025, 06:10 AM

💉💉#XYLOCAINE/ #LIDOCAINE_INJECTION💉💉 👉Lidocaine 2% Injection is a potent, Regional/local anesthetic. 👉 Formulated for producing epidural, nerve conduction& infiltration anesthesia. 👉 It is designed for use in dogs, cats, cattle & horses 💉#PRODUCT Injectable solution 💉#COMPOSITION 👉 Each mL of the 100mL Lidocaine 2% contains: ✓Lidocaine HCl: 2.0% ✓Propylene Glycol: 5.2% ✓NaCl: 0.5% ✓Sodium Lactate: 0.5% ✓Preservatives: Methylparaben (0.15%) ✓Sodium Metabisulfite (0.10%) ✓Propylparaben (0.03%) ✓Disodium Edetate (0.001%) 💉#INDICATIONS/USES 👉Local or regional anesthesia in various animal species 👉Nerve blocks for surgical and diagnostic procedures 👉Pain management during minor surgeries in pets & livestock 💉#CONTRAINDICATIONS/CAUTIONS 👉It's a well tolerated 👉Contraindicated in animals with known hypersensitivity to it 👉Caution is advised in animals with pre-existing cardiac conditions. 💉#ADMINISTRATION/DOSAGE 👉#EPIDURAL ✓Cattle/Horses: 5-15 mL. ✓Dogs)Cats: 1 mL/2.5Kg 👉#NERVE_BLOCK ✓Cattle/Horses: 5-20 mL. 👉#INFILTRATION ✓Dilute to a 0.5% conc (1 mL of 2% solution diluted with 3 mL of sterile water = 4 mL of a 0.5% solution 💉#WITHDRAWAL PERIOD 👉 1 day for meat & 24 hours for milk after epidural use of lidocaine 👉 4 days for meat & 72 hours for milk after subcutaneous use of lidocaine. https://t.me/starvetbooks