ML Foundations Development

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Muennighoff 

submitted a paper to Daily Papers 5 days ago

Prefix Sliding for efficient test-time scaling

Paper • 2608.26070 • Published 7 days ago • 5

Muennighoff 

submitted a paper to Daily Papers 11 days ago

The Embedder's Dilemma: LLMs Are Better, but at What Cost?

Paper • 2608.12875 • Published 20 days ago • 15

Harsh1729 

submitted a paper to Daily Papers 28 days ago

Model or Harness? An Interaction-Centric Taxonomy for Localizing Agent Failures

Paper • 2607.28802 • Published Jul 30 • 10

Harsh1729 

authored 2 papers 28 days ago

Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces

Paper • 2601.11868 • Published Jan 17 • 38

MixtureVitae: Open Web-Scale Pretraining Dataset With High Quality Instruction and Reasoning Data Built from Permissive-First Text Sources

Paper • 2509.25531 • Published Sep 29, 2025 • 11

Jaehun 

authored 7 papers about 1 month ago

LLM-as-a-Tutor: Policy-Aware Prompt Adaptation for Non-Verifiable RL

Paper • 2607.04412 • Published Jul 5 • 35

How to Instruct Your Robot: Dense Language Annotations Power Robot Policy Learning

Paper • 2605.17077 • Published May 16 • 1

ProCUA-SFT Technical Report

Paper • 2606.17321 • Published Jun 15 • 10

Cosmos 3: Omnimodal World Models for Physical AI

Paper • 2606.02800 • Published Jun 1 • 142

Nemotron 3 Nano Omni: Efficient and Open Multimodal Intelligence

Paper • 2604.24954 • Published Apr 27 • 27

Privasis: Synthesizing the Largest "Public" Private Dataset from Scratch

Paper • 2602.03183 • Published Feb 3 • 13

Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text

Paper • 2601.22975 • Published Jan 30 • 113

penfever 

authored a paper 2 months ago

OpenThoughts-Agent: Data Recipes for Agentic Models

Paper • 2606.24855 • Published Jun 23 • 48

RZ412 

authored a paper 2 months ago

OpenThoughts-Agent: Data Recipes for Agentic Models

Paper • 2606.24855 • Published Jun 23 • 48

penfever 

published 6 datasets 3 months ago

mlfoundations-dev/sachin_khanacademy_web_scraped_questions

Updated Oct 25, 2024 • 32

mlfoundations-dev/slim-orca

Viewer • Updated Oct 28, 2024 • 260k • 115

mlfoundations-dev/subsampled_flan_v2_w_system_instructions

Viewer • Updated Oct 14, 2024 • 3.56M • 28

mlfoundations-dev/subsampled_flan_v2

Viewer • Updated Oct 10, 2024 • 3.51M • 34

mlfoundations-dev/TIGER-Lab-WebInstructFull-copy

Viewer • Updated Oct 20, 2024 • 11.6M • 71

mlfoundations-dev/open-orca

Preview • Updated Oct 18, 2024 • 15