TildAlice – Tech Blog for Developers
Python, AI, Deep Learning, Data Analysis, Computer Vision, Reinforcement Learning โ tips and tutorials
Latest Posts
-
How OneKey SignGuard Actually Stops Scam Transactions
Deep dive into SignGuard's dual-end parsing, GoPlus/Blockaid/ScamSniffer integration, and why it catches phishing contracts that other wallets miss.
-
Ollama vs vLLM vs llama.cpp: Which Wins for Your Use Case
vLLM hits 47x higher throughput than Ollama at 32 concurrent requests. Real benchmarks reveal when each framework wins โ and the memory tradeoffs nobody mentions.
-
ViT Overfits Small Datasets: When CNNs Win by 18% mAP
Vision Transformers struggle on small datasets while CNNs dominate. Learn why architectural inductive bias beats attention when data is scarce.
-
KV Cache Optimization: 3x Faster LLM Inference on 24GB VRAM
Learn KV cache optimization techniques to achieve 3x faster LLM inference with quantization, MQA, and PagedAttention on consumer GPUs with limited VRAM.
-
if __name__ == ‘__main__’ vs Click: Package Entry Points
Entry points broke my script imports. Here's what changes when you migrate from if __name__ == '__main__' to Click with real migration pitfalls.
-
PPO vs SAC Sparse Rewards: 3x Sample Efficiency Gap
PPO vs SAC on sparse rewards: which RL algorithm learns faster? Benchmark shows 3x sample efficiency gap. Compare training curves and understand why.