sorryhyun

Knowledge gains its value when shared.

AICUDAClaude CodeDevelopmentLLMLoRALong ContextMachine LearningOpinionPaperProgrammingResearchRustSlop
2026-04-03

Making torch.compile Actually Work for DiT LoRA Training

DiT training has three sources of shape dynamism that cause torch.compile to recompile every step. We eliminated all three and got stable compiled training on a consumer GPU.

AIMachine LearningCUDA
2026-03-30

Getting Flash Attention 4 to Work on SM120 (RTX 5060 Ti)

Flash Attention 4 doesn't support consumer Blackwell GPUs yet. We fixed three critical bugs and got it running on the RTX 5060 Ti.

SlopAICUDAMachine Learning
2026-03-14

What C++ proves: the failure of 'understand every line of code'

A C++ critique video as a lens into vibe coding and the myth of total code comprehension.

ProgrammingOpinionAI
2026-03-12

LoRA Training Precision Improvements

Two precision-oriented features for the LoRA training pipeline: lora_fp32_accumulation and attn_softmax_scale.

SlopAILoRAMachine Learning
2026-01-24

Why Epiplexity matters

Personal opinion on the paper 'Epiplexity'

AIPaperOpinion
2026-01-22

Building Windows Applications with Claude Code CLI (Rust)

How to build native Windows desktop applications that integrate with the Claude Code CLI using a pure Rust backend.

SlopClaude CodeRustDevelopment
2026-01-19

Should AI slop not be respected?

Personal opinion on AI slops

AIOpinion
2026-01-09

Why Long Context Research Is Difficult

An exploration of the challenges in long context language model research.

SlopLLMResearchLong Context
2026-01-03

Building Windows Applications with Claude Code CLI (Rust)

How to build native Windows desktop applications that integrate with the Claude Code CLI using a pure Rust backend.

AILLMOpinion
2025-12-30

Why Persona Will Be the Next Agentic LLM

A personal take on the role of persona in the agentic LLM paradigm.

AILLMOpinion
2025-12-04

Building Windows Applications with Claude Code CLI (Rust)

How to build native Windows desktop applications that integrate with the Claude Code CLI using a pure Rust backend.

AILLMOpinion