Snack On AI

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llama.cpp: Bringing Large Language Models to Every Computer

Apr 18, 2026

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10 min read

llama.cpp: Bringing Large Language Models to Every Computer

No Dependencies, No Excuses: How C and a Custom File Format Put 70B Models on Your Laptop

Mohinish S

SnackOnAI Blog

whisper.cpp: The Speech Recognition Engine That Runs Where Python Won't Go

Apr 17, 2026

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10 min read

whisper.cpp: The Speech Recognition Engine That Runs Where Python Won't Go

The Architecture That Runs OpenAI's Whisper on a $35 Device

Mohinish S

SnackOnAI Blog

Unsloth: Fine-Tuning Is Not Slow. Your Kernels Are.

Apr 14, 2026

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17 min read

Unsloth: Fine-Tuning Is Not Slow. Your Kernels Are.

Your Kernels Are Slow. Here's What Unsloth Did About It.

Mohinish S

SnackOnAI Blog

vLLM: The Inference Engine You Think You Understand But Probably Don't

Apr 12, 2026

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15 min read

vLLM: The Inference Engine You Think You Understand But Probably Don't

How UC Berkeley Stole 50 Years of OS Research and Made LLM Serving 24x Faster

Mohinish S

SnackOnAI Blog

AIBrix: The New Frontier of Cloud-Native LLM Orchestration

Apr 11, 2026

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17 min read

AIBrix: The New Frontier of Cloud-Native LLM Orchestration

The missing orchestration layer that makes vLLM production-ready at scale

Mohinish S

SnackOnAI Blog

Nebula-S, SVMS1-4B, and the On-Device Reasoning Architecture Nobody Is Talking About Correctly

Apr 10, 2026

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16 min read

Nebula-S, SVMS1-4B, and the On-Device Reasoning Architecture Nobody Is Talking About Correctly

Everyone is arguing about which 70B model wins on MMLU. Meanwhile, a small team in Austin is quietly stacking a multi-stream reasoning architecture on top of Qwen3-4B and claiming it beats models twice its size on edge hardware. Let's crack it open.

Mohinish S

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Snack On AI

llama.cpp: Bringing Large Language Models to Every Computer

whisper.cpp: The Speech Recognition Engine That Runs Where Python Won't Go

Unsloth: Fine-Tuning Is Not Slow. Your Kernels Are.

vLLM: The Inference Engine You Think You Understand But Probably Don't

AIBrix: The New Frontier of Cloud-Native LLM Orchestration

Nebula-S, SVMS1-4B, and the On-Device Reasoning Architecture Nobody Is Talking About Correctly

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