Indian government offers free H100 GPUs to students, startups, MSMEs, and researchers
A Reddit user reports that the Government of India is providing free NVIDIA H100 GPUs to students, startups, MSMEs, and researchers. No minimum number of GPUs is required, and applicants can receive 5-10 GPUs after proper verification within 3-7 working days.
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A Reddit user running Gemma 4 26B-A4B at 12-15 t/s on an RTX 3060 (12 GB) finds the model insufficiently intelligent and wants to upgrade to a 31B model, which runs at only 1.5 t/s. They ask the community about the benefits of adding a second cheap GPU to improve performance for local LLM inference.
User seeks advice on upgrading dual 3090 setup to run 100-110GB models like DeepSeek V4 Flash
A Reddit user with a dual RTX 3090 setup is looking to upgrade to run larger models (100-110GB+), specifically a usable quant of DeepSeek V4 Flash. They are considering modded 48GB RTX 4090s, RTX A6000s, or RTX 5090s, and want to add to their existing 3090s rather than replace them. The post seeks community input on hybrid GPU configurations.
Community shares budget local LLM build guide for ~$3K total
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Distributed inference network using community laptops and PCs
A distributed inference network that runs on a global pool of community laptops and PCs, paying people for idle compute. AI builders can use the inference API to run open models at half the cost of cloud, enabling cheaper AI app and agent development.
Hobbyist builds 1TB VRAM cluster using X99-E-WS motherboard and PEX8749 switch
A hobbyist is assembling a multi-machine GPU cluster using an old X99-E-WS motherboard with seven PCIe x16 slots, aiming for 1TB of total VRAM across three machines. By placing a PEX8749 PCIe switch card in the primary x16 slot, they can run four AMD MI50 GPUs on that switch while freeing three slots for additional cards, achieving an x16/x8/x8/x8/x8/x8/x8 lane configuration.
