---
title: "Mehrdad Farajtabar — papers of 2024 — Elamur Research"
description: "Mehrdad Farajtabar — papers of 2024: 3 papers on Elamur Research, the most cited first — what each work is about in our own words."
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---
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# Mehrdad Farajtabar — papers of 2024 — Elamur Research

3 papers · [all years of Mehrdad Farajtabar](https://md.research.elamur.ai/free/en/authors/mehrdad-farajtabar/#years)

- [GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models arXiv:2410.05229](https://md.research.elamur.ai/free/en/papers/mirzadeh-2024-gsm-symbolic-understanding-limitations-mathematical/) — Iman Mirzadeh, Keivan Alizadeh, Hooman Shahrokhi, et al. · 2024 · 273 citations

**[LLM in a flash: Efficient Large Language Model Inference with Limited Memory](https://md.research.elamur.ai/free/en/papers/alizadeh-2024-llm-flash-efficient-large-language/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Keivan Alizadeh, Seyed Iman Mirzadeh, Dmitry Belenko, et al.*2024 · 193 citations*

- [Scaling Smart: Accelerating Large Language Model Pre-training with Small Model Initialization arXiv:2409.12903](https://md.research.elamur.ai/free/en/papers/samragh-2024-scaling-smart-accelerating-large-language/) — Mohammad Samragh, Iman Mirzadeh, Keivan Alizadeh Vahid, et al. · 2024 · 8 citations