Tullus Augustus

TULLUS

·

AI & ML interests

🌊(AAGIO =[︂ (R + M + W + F + V + H) + (EMoE) + (RSI)]︂ × L AAGIO̸ = MoE, AAGIO̸ = RSI, AAGIO̸ = MoE + RSI AAGIO ʃ I/O → State → Reason → Act → Observe → Learn → Verify → I/O ʃ 🐐

Recent Activity

liked a model 5 days ago

IsValorum/Flint-APEX-I-MiniPlus-V2.1-GGUF

liked a model 5 days ago

inclusionAI/ZwZ2-9B

upvoted a paper 5 days ago

ThinkWorld: World Imagination Reinforces Chain-of-Dynamics Reasoning

View all activity

Organizations

None yet

upvoted a paper 5 days ago

ThinkWorld: World Imagination Reinforces Chain-of-Dynamics Reasoning

Paper • 2610.37666 • Published 7 days ago • 67

upvoted a paper 15 days ago

LFM2 Technical Report

Paper • 2511.23404 • Published Nov 28, 2025 • 79

upvoted a changelog 18 days ago

Hugging Face Changelog

Faster Tensor Viewer

19 days ago

• 105

upvoted an article 18 days ago

Article

The Open Source Community is backing OpenEnv for Agentic RL

+18

burtenshaw, spisakjo, lysandre, darktex, willcb, qjoy, pawalt, cwing-nv, danielhanchen, andrewzhou, thegovind, shimmyshimmer, Hamid-Nazeri, Sanyam, zkwentz, emre0, lewtun, sergiopaniego, banghua, unseenmars

•

Jun 8

• 123

upvoted an article 22 days ago

Article

Train AI models with Unsloth and Hugging Face Jobs for FREE

+4

burtenshaw, danielhanchen, shimmyshimmer, mlabonne, davanstrien, evalstate

•

Feb 20

• 113

upvoted a paper 29 days ago

Scaling Laws for Looped Mixture of Experts

Paper • 2609.40316 • Published Sep 30 • 19

upvoted an article about 1 month ago

Article

Making LLMs Smaller Without Breaking Them: A GLU-Aware Pruning Approach

oopere

•

Nov 24, 2024

• 24

upvoted a paper about 1 month ago

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 148

upvoted a collection about 1 month ago

🤏 Smol-Data

Tried and tested mixes for strong pretraining. Inspired by https://huggingface.co/blog/codelion/optimal-dataset-mixing • 14 items • Updated Mar 2 • 21

upvoted 2 articles about 1 month ago

Article

Bringing Humanoids to LeRobot

nepyope

•

Sep 25

• 28

Article

Making LLMs lighter with AutoGPTQ and transformers

+4

marcsun13, fxmarty, PanEa, qwopqwop, ybelkada, TheBloke

•

Aug 23, 2023

• 65

upvoted 2 papers about 1 month ago

OLMoE: Open Mixture-of-Experts Language Models

Paper • 2409.02060 • Published Sep 3, 2024 • 82

Gaussian Adaptive Attention is All You Need: Robust Contextual Representations Across Multiple Modalities

Paper • 2401.11143 • Published Jan 20, 2024 • 2

upvoted an article about 1 month ago

Article

Granite 4.2 LLMs: How They're Built

ibm-granite

•

Aug 25

• 130

upvoted 6 papers about 2 months ago

Nested Learning: The Illusion of Deep Learning Architectures

Paper • 2512.24695 • Published Dec 31, 2025 • 48

LiteAttention: A Temporal Sparse Attention for Diffusion Transformers

Paper • 2511.11062 • Published Nov 14, 2025 • 34

Continuous Thought Machines

Paper • 2505.05522 • Published May 8, 2025 • 16

TAID: Temporally Adaptive Interpolated Distillation for Efficient Knowledge Transfer in Language Models

Paper • 2501.16937 • Published Jan 28, 2025 • 9

FineWeb2: One Pipeline to Scale Them All -- Adapting Pre-Training Data Processing to Every Language

Paper • 2506.20920 • Published Jun 26, 2025 • 81

BigCodeArena: Unveiling More Reliable Human Preferences in Code Generation via Execution

Paper • 2510.08697 • Published Oct 9, 2025 • 41