parameter

"The developer realized that their initial settings weren't working and decided to create a parameter adjustment section to leave footprints of the changes!"

"The most interesting point of this experiment is the fact that the 'accuracy rate without thought' and the 'number of model parameters (brain size)' draw an extremely clean logarithmic linear graph (log-linear)."

"One unified matrix. A single projection, split into three bands. 67% fewer attention parameters."

"ZUNA "Thought-to-Text": a 380M-parameter BCI foundation model for EEG data (Apache 2.0)"

"A 14B autoregressive image model."

"This article provides a detailed comparison of full tuning, LoRA, and QLoRA, and explains how to use each method through implementation examples."

"We extend these works in two key ways. To handle scaling along most important scaling axes, we propose the Complete(d) Parameterisation that unifies scaling in width and depth — using an adaptation of…"

"Bayes' Rule is the most beautiful theorem that runs through the whole of machine learning, and it is the strongest tool for 'estimating hidden truths from observed data,' especially in bioinformatics."

"My understanding is something like: pick a problem - train several models - evaluate their performances - done."

"This method allows for real-time adjustments and simplifies debugging, offering a significant advantage over traditional methods."

"Opus 4.6 11/30 correct, with a 36.67% accuracy rate! Applying it to the previous ranking, 1st: Gemini 3 Pro (40% accuracy), 2nd: Claude Opus 4.6 (36.67%), 3rd: Claude Opus 4.5 (16.67%)..."

"I made a little website where you can upload an ONNX file containing your model to visualize parameters."

"Experimental results consistently show that SAFM outperforms state-of-the-art (SOTA) methods, achieving comparable performance while utilizing less than 60% of the parameters."

"Sources: US-based Arcee AI is pitching investors on a $200M+ funding round valuing it at over $1B, as it plans to train an open-weight model with 1T+ parameters"

"Empirically, across MLPs, LSTMs, and Transformers on standard benchmarks, our method achieves predictive performance competitive with 5-member Deep Ensembles while using up to $15\times$ fewer parameters."

"The newly released Stepfun model Step-3.5-Flash outperforms DeepSeek v3.2 on multiple coding and agentic benchmarks, despite using far fewer parameters."

"By specifying the URL Query Paramter, when you open the ChatGPT or Claude screen, it will post that message and activate the AI."

"Below, we curate a list that contains 7 Scikit-learn tricks for taking your machine learning models' hyperparameter tuning skills to the next level."

"You can now use Z.ai's recommended parameters and get great results..."

"An old technique reapplied to transformer architectures."

"Is it "cheating" or bad practice to optimize hyperparameters based on a metric (RMSE) that isn't exactly the loss function used for weights updates (MSE)? Or is this standard industry procedure?"

"The article showcases advanced hyperparameter search methods."

"We introduce the Ministral 3 series, a family of parameter-efficient dense language models designed for compute and memory constrained applications..."

"The Forgotten Shield: Safety Grafting in Parameter-Space for Medical MLLMs"

"A ball-shaped embryo presses into the lining of the uterus then grips tight,…"

"Be innovative, forward-thinking, and think outside the box. Act as a collaborative thinking partner, not a generic digital assistant."