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Helgard

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I taught a local vision model to find the same AliExpress item cheaper — variant and shipping included

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission 💸
helgard_orlm profile

I taught a local vision model to find the same AliExpress item cheaper — variant and shipping included

#devchallenge #hf26challenge #ai #opensource
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7 min read
Running the 510 GB DeepSeek-V4.1-Flash on an 8 GB GPU — and three bugs that never raise an error
helgard_orlm profile

Running the 510 GB DeepSeek-V4.1-Flash on an 8 GB GPU — and three bugs that never raise an error

#ai #llm #cuda #python
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8 min read
Running a 133 GB MoE model on an 8 GB GPU at 11 tokens/s by streaming experts from NVMe
helgard_orlm profile

Running a 133 GB MoE model on an 8 GB GPU at 11 tokens/s by streaming experts from NVMe

#ai #llm #cuda #python
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6 min read
An AI hardware advisor that walks every path — and gets its math checked by the rules in Sanity

Sanity Challenge Path One Submission
helgard_orlm profile

An AI hardware advisor that walks every path — and gets its math checked by the rules in Sanity

#devchallenge #sanitychallenge #sanity #ai
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6 min read
We create a way to unload Qwen2.5 KV cache to RAM.
helgard_orlm profile

We create a way to unload Qwen2.5 KV cache to RAM.

#showdev #ai #llm #performance
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3 min read
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