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Natnael Alemseged

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Why Pairing Your Bootstrap Is Necessary — And When It Stops Helping

🌐 dev.toSource

From Dev Community: Why Pairing Your Bootstrap Is Necessary — And When It Stops Helping

#machinelearning#statistics#llm#trained#baseline#paired#bootstrap#pairing
25 days ago

DPO vs SimPO: What Your Preference Trainer Is Actually Optimizing

🌐 dev.toSource

From Dev Community: DPO vs SimPO: What Your Preference Trainer Is Actually Optimizing

#ai#llm#finetuning#margins#held#simpo#train#chosen
26 days ago

"Return JSON only" doesn't force JSON. Here's what actually forces it.

🌐 dev.toSource

From Dev.to - ai: "Return JSON only" doesn't force JSON. Here's what actually forces it.

#llm#ai#python#json#output#model#fullscreen#article
27 days ago

Why Merged LoRA Barely Changes Inference Time

🌐 dev.toSource

From Dev.to - machinelearning: Why Merged LoRA Barely Changes Inference Time

#machinelearning#llm#model#lora#merged#base#inference#article
28 days ago