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Empirical Evaluation of Sparse Predictive Hierarchies (SPH) & Non-Backprop Learning on Chess (Lc0 Baseline) Negative Result [R]
Hi everyone, I wanted to share an empirical study testing whether biologically inspired architecture…
The Ultimate MoE Training Handbook: training Mixture-of-Experts models with Megatron-LM, setting by setting [P]
Handbook: https://huggingface.co/spaces/huggingface/moe-blogpost Hello, I'm Nouamane, one of the aut…
Looking for Emergency Reviewers [R]
We’re looking for a few emergency reviewers for the FABRIC Workshop at WACV 2027 due to a very tight…
I animated how a language model picks the next token, with real probabilities from Qwen2.5-0.5B: softmax, greedy vs sampling, temperature, top-k, top-p (7 min video) [D]
I made this explainer for my small channel and would like feedback from people learning this, especi…
trainlint: static checks for ML bugs that don't crash (fit-before-split, eval mode, logits losses) [P]
I wrote a small checker for training and evaluation code. It looks for mistakes that do not raise er…
Industry to academia [D]
I have always had the desire to move to academia but I am not exactly sure how the process or profil…
Best approach for demand forecasting across 40 locations? Separate models or one global model? [p]
Hey everyone, I'm a final-year B.Tech CSE (AI/ML) student working on a multi-agent supply chain opti…
DialFork: a benchmark for procedural hallucination in conversational agents [R]
Hi all, author here (Idiap Research Institute, joint work with Logitech). We recently released DialF…
Publication expectations for ML PhDs at top-10 US schools / top ML groups? [D]
From what I’ve read on Reddit so far, I’m getting the impression that around 4 first-author papers a…
I submitted my AACL paper as a long paper, but it’s listed as a short paper. [R]
Hi. My AACL Main paper was just published on ACL Anthology, and I noticed that it appears as a Short…
Anyone else tired of how expensive agent evaluations are? [D]
So I have been working on some general use agents that work with different domains but these require…
What is now considered a “reasonable” publication rate (papers/year) for a PhD student to be considered “productive”? [D]
I would assume LLMs have bumped this number, or maybe not. Which is why I am asking. If there are PI…