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researcher

A. Héliou

15 papers hereh-index 141.8k citations42 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author10

Across the 13 of 15 papers where every author was matched, so the position is known.

fields
  • cs.CL4
  • cs.LG3
  • cs.AI2
  • cs.GT2
  • cs.CV1
  • cs.SD1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedGemma: Open Models Based on Gemini Research and Technology

238 citations · 261 across the 15 of their papers we have counts for

collaborators
Showing 2024Show all

3 papers · 1 filter

cs.CV2024★ 6 cited

Pixtral 12B

Pravesh Agrawal, Szymon Antoniak, Emma Bou Hanna +39

We introduce Pixtral-12B, a 12--billion-parameter multimodal language model. Pixtral-12B is trained to understand both natural images and documents, achieving leading performance o…

cs.LG2024★ 1 cited

BOND: Aligning LLMs with Best-of-N Distillation

Pier Giuseppe Sessa, Robert Dadashi, Léonard Hussenot +17

Reinforcement learning from human feedback (RLHF) is a key driver of quality and safety in state-of-the-art large language models. Yet, a surprisingly simple and strong inference-t…

cs.CL2024★ 238 cited

Gemma: Open Models Based on Gemini Research and Technology

Gemma Team, Thomas Mesnard, Cassidy Hardin +105

This work introduces Gemma, a family of lightweight, state-of-the art open models built from the research and technology used to create Gemini models. Gemma models demonstrate stro…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.