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neural networks
7 postsNo Fine-Tuning: Facts Hand-Wired Directly Into Llama-3.1-8B's Weights
A mechanistic-interpretability method hand-wires facts into Llama-3.1-8B's weights without fine-tuning, LoRA, or RAG — with a live neuron visualizer.
How I Built an MLP Evaluator for a Novel Board Game
Learn about the MLP evaluator developed for the Larss game and its outcomes.
Understanding the LLM Stack: Core Components and Functionality
A comprehensive series on the modern LLM stack. Explore core concepts from vectors to agent protocols.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comKimi K3: A Scaling Experiment Beyond the 2.8T Model
Kimi K3 presents a scaling experiment that surpasses the 2.8T model. Insights on expert routing and load balancing are discussed.
Implementing a Neural Network in SQL: A Novel Approach
The potential for developing neural networks in SQL has been explored. New features in the Xarray-SQL library present significant relational operations.
Infinite-Parameter LLMs: Generating and Adapting Weights from Live Data
The Infinite-Parameter LLM enables language models to learn from live data, enhancing adaptability and performance.
Pulse-Train-Resonator: Deep Learning Architecture for Engine Sound Synthesis
The Pulse-Train-Resonator offers an innovative deep learning approach for engine sound synthesis.