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Arun Kumar

I write primary-source explainers on transformers and LLM inference — reading the papers and checking what they actually measured. More at diffstudy.com

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MCP doesn't replace function calling. Your MCP client still emits one.
narotra05hp profile

MCP doesn't replace function calling. Your MCP client still emits one.

#mcp #llm #ai #machinelearning
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GRPO doesn't remove the reward model. It removes the critic.
narotra05hp profile

GRPO doesn't remove the reward model. It removes the critic.

#ai #machinelearning #llm #computerscience
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Comments 1
3 min read
Muon doesn't replace AdamW. Every Muon run still has AdamW in it.
narotra05hp profile

Muon doesn't replace AdamW. Every Muon run still has AdamW in it.

#ai #machinelearning #deeplearning #computerscience
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3 min read
"RoPE extrapolates to longer contexts" — someone finally measured it, and it doesn't
narotra05hp profile

"RoPE extrapolates to longer contexts" — someone finally measured it, and it doesn't

#ai #machinelearning #llm #computerscience
Comments 1
3 min read
Speculative decoding won't change your model's distribution. It might still change your output.
narotra05hp profile

Speculative decoding won't change your model's distribution. It might still change your output.

#computerscience #ai #machinelearning #llm
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Comments 1
4 min read
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