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Collections including paper arxiv:2411.09009

Papers - Text - Train - Vocab - Dense Blocks Common Tokens

Cut Your Losses in Large-Vocabulary Language Models

Paper • 2411.09009 • Published 20 days ago • 41

Papers - Text - Training - Loss - Cuda - Triton - SRAM

Cut Your Losses in Large-Vocabulary Language Models

Paper • 2411.09009 • Published 20 days ago • 41

Papers - Triton

Cut Your Losses in Large-Vocabulary Language Models

Paper • 2411.09009 • Published 20 days ago • 41
ThunderKittens: Simple, Fast, and Adorable AI Kernels

Paper • 2410.20399 • Published Oct 27 • 1

Papers - Text - Training - Loss - Cut Cross Entropy

Cut Your Losses in Large-Vocabulary Language Models

Paper • 2411.09009 • Published 20 days ago • 41

Papers - Text - Training - Batch Scaling - Cut Cross Entropy

Cut Your Losses in Large-Vocabulary Language Models

Paper • 2411.09009 • Published 20 days ago • 41

Papers - Text - Training - Large Vocabulary - CCE

Cut Your Losses in Large-Vocabulary Language Models

Paper • 2411.09009 • Published 20 days ago • 41

SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding

Paper • 2408.15545 • Published Aug 28 • 34
Spectrum: Targeted Training on Signal to Noise Ratio

Paper • 2406.06623 • Published Jun 7 • 7
Cut Your Losses in Large-Vocabulary Language Models

Paper • 2411.09009 • Published 20 days ago • 41

about 6 hours ago

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21 • 55
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering

Paper • 2408.09174 • Published Aug 17 • 51
To Code, or Not To Code? Exploring Impact of Code in Pre-training

Paper • 2408.10914 • Published Aug 20 • 41
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Paper • 2408.11878 • Published Aug 20 • 51

Perception and abstraction. Each modality is tokenized and embedded into vectors for model to comprehend.

VILA^2: VILA Augmented VILA

Paper • 2407.17453 • Published Jul 24 • 39
Octopus v4: Graph of language models

Paper • 2404.19296 • Published Apr 30 • 117
Octo-planner: On-device Language Model for Planner-Action Agents

Paper • 2406.18082 • Published Jun 26 • 47
Dolphin: Long Context as a New Modality for Energy-Efficient On-Device Language Models

Paper • 2408.15518 • Published Aug 28 • 42

about 7 hours ago

PAS: Data-Efficient Plug-and-Play Prompt Augmentation System

Paper • 2407.06027 • Published Jul 8 • 8
SpreadsheetLLM: Encoding Spreadsheets for Large Language Models

Paper • 2407.09025 • Published Jul 12 • 129
Toto: Time Series Optimized Transformer for Observability

Paper • 2407.07874 • Published Jul 10 • 29
SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers

Paper • 2407.09413 • Published Jul 12 • 9

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