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ANI
Seeing What’s Possible with OpenCode + Ollama + Qwen3-Coder
Image by Author # Introduction We live in an exciting era where you can run a powerful artificial intelligence coding…
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Machine Learning
How to call Rust from Python
Python is fast enough — especially if you depend on NumPy, Polars, or other well-tuned libraries written in compiled languages…
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Machine Learning
How Ads Advisor makes Google ads safe and fast
While certifications are important to maintaining a trusted advertising environment, applying for them has historically been a manual process. Ad…
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ANI
Advanced Pandas Patterns Most Data Scientists Don't Use
Photo by the Author # Introduction Most data scientists are learning the pandas by reading tutorials and copying working patterns.…
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Machine Learning
Ngimisele i-GPT-4 nge-SLM Yasendaweni futhi Ipayipi Lami le-CI/CD Liyekile Ukuhluleka
bhala kabusha ukwaziswa kwesistimu efanayo. KUMELE ubuyisele KUPHELA i-JSON evumelekile. Akukho ukubeka phansi. Azikho izicingo zekhodi. Ayikho incazelo. NJE into…
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ANI
5 Docker Best Practices for Fast Builds and Small Images
Photo by the Author # Introduction You've written your Dockerfile, built your image, and everything is up and running. But…
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Machine Learning
Your RAG Gets Confidently Wrong as Memory Grows – I Built the Memory Layer That Stops It
TL;DR: a controlled four-phase experiment in pure Python, with real benchmark numbers. No API key. No GPU. Runs in under…
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Generative AI
Code Execution in Qwen 3.6-35B-A3B Including Multimodal Inference, Control Inference, Tool Hitting, MoE Routing, RAG, and Session Persistence
class QwenChat: def __init__(self, model, processor, system=None, tools=None): self.model, self.processor = model, processor self.tokenizer = processor.tokenizer self.history: list[dict] = []…
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Generative AI
I-Moonshot AI Ikhulula u-Kimi K2.6 nge-Long-Horizon Coding, I-Agent Swarm Scalling to 300 Sub-Agents kanye nezinyathelo Ezihlanganisiwe ezingu-4,000
I-Moonshot AI, ilebhu ye-AI yase-China ngemuva komsizi we-Kimi, namuhla inemithombo evulekile Kimi K2.6 – imodeli yomdabu ye-multimodal ephusha imingcele yalokho…
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Generative AI
Coding Implementation in Microsoft's Phi-4-Mini Quantized Inference Reasoning Tool Use RAG and LoRA Fine-Tuning
import subprocess, sys, os, shutil, glob def pip_install(args): subprocess.run([sys.executable, "-m", "pip", "install", "-q", *args], check=True) pip_install(["huggingface_hub>=0.26,<1.0"]) pip_install([ "-U", "transformers>=4.49,<4.57", "accelerate>=0.33.0",…
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