Double-Blind submission in single-blind tracks [D]
Hi everyone. First-time reviewer for data mining venues here. For the applied tracks in ICDM and KDD, the CFP states submissions should be single-blind, showing the…
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Evaluating long-term memory limits in stateless LLM chatbots — feedback needed [D]
Hi all, I’m working on a research project exploring how stateless LLM-based chatbots handle long conversations and whether important earlier information is still reliably retained over…
I shrank a transformer until every number fitted on the screen and made the weights editable [R]
I've been teaching myself how LLMs actually work, not at the API level, but down to the matrix multiplications. To force myself to really understand the…
NagaTranslate: Building a translation and voice pipeline for low-resource Nagaland creoles (Whisper, VITS, LLMs) [P]
Hello r/MachineLearning , I wanted to share the architecture and challenges behind a project I’ve been building called NagaTranslate. The goal is to build a translation…
Do we still need to study algorithms now that AI writes most of our code? [D]
I've been thinking about this for a while. AI can now write functions, explain code, refactor projects, generate tests, and even solve many programming problems better…
Benchmarking Self-Hosted Gemma 2 9B vs. Frontier APIs: The FP8 Quantization Prefill Tax and VRAM Realities on an NVIDIA L4 [P]
When evaluating migrating production LLM workloads off commercial cloud APIs, the conversation usually gets oversimplified into a trade-off between quality and infrastructure cost. To look past…
MathFormer: Testing whether symbolic math is pattern matching or reasoning [D]
Repo link and results - https://github.com/Abhinand20/MathFormer Task: Given a factorized expression like (7-3*z)*(-5*z-9), predict the expanded form -> 15*z*2-8*z-63 Key takeaway: A tiny (4M param) seq2seq…
Built an LLM training framework that actually runs on older GPUs without crashing [P]
Hey guys, I was playing around with Nanotron recently and got super frustrated by how many heavy, hardware-specific dependencies it imports at the module level (…
Hiding messages in the least significant mantissa bits of fine-tuned ONNX model weights [P]
Hey everyone, I'd like to share my project along with a short explanation of the process and why it came about in the first place. To…
Showcase: Building ML models that "watch" MMA fights and label events and positional changes making these moments all searchable on a timeline [P]
Hey all, a bit of background - I'm an ex Amateur MMA fighter and BJJ brown belt and am also in the AI/ML space ... weird…