Allan Victor's picture

30 233

Allan Victor

BecomeAllan

·

https://becomeallan.github.io/webportfolio/

AI & ML interests

Deep Learning

Organizations

BecomeAllan's activity

upvoted a collection 3 days ago

SmolLM2

State-of-the-art compact LLMs for on-device applications: 1.7B, 360M, 135M • 8 items • Updated 4 days ago • 126

upvoted a collection 4 days ago

MobileLLM

Optimizing Sub-billion Parameter Language Models for On-Device Use Cases (ICML 2024) https://arxiv.org/abs/2402.14905 • 6 items • Updated 4 days ago • 81

upvoted a paper 9 days ago

Breaking the Memory Barrier: Near Infinite Batch Size Scaling for Contrastive Loss

Paper • 2410.17243 • Published 13 days ago • 85

upvoted an article 13 days ago

Article

Fine-tuning LLMs to 1.58bit: extreme quantization made easy

Sep 18

• 197

upvoted a paper 3 months ago

AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents

Paper • 2407.04363 • Published Jul 5 • 26

upvoted a collection 4 months ago

LLM Compiler

Meta LLM Compiler is a state-of-the-art LLM that builds upon Code Llama with improved performance for code optimization and compiler reasoning. • 4 items • Updated Jun 27 • 147

upvoted a collection 6 months ago

OpenELM Instruct Models

4 items • Updated Oct 4 • 113

upvoted 2 collections 7 months ago

UDOP

UDOP is a general multimodal model for document AI • 4 items • Updated Jul 11 • 23

Latent Consistency Models LoRAs

Latent Consistency Models for Stable Diffusion - LoRAs and full fine-tuned weights • 4 items • Updated Nov 10, 2023 • 99

upvoted 2 papers 7 months ago

Large Language Models as Analogical Reasoners

Paper • 2310.01714 • Published Oct 3, 2023 • 15

MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases

Paper • 2402.14905 • Published Feb 22 • 124

upvoted 2 collections 7 months ago

YaRN

Extension of Llama 2 to 128k context windows • 17 items • Updated Aug 15 • 29

Hermes 2

Nous' Flagship LLM Series • 23 items • Updated Aug 15 • 101

upvoted 3 papers 9 months ago

AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling

Paper • 2402.12226 • Published Feb 19 • 40

In Search of Needles in a 10M Haystack: Recurrent Memory Finds What LLMs Miss

Paper • 2402.10790 • Published Feb 16 • 40

Efficiently Programming Large Language Models using SGLang

Paper • 2312.07104 • Published Dec 12, 2023 • 7

upvoted a paper 10 months ago

Q-Transformer: Scalable Offline Reinforcement Learning via Autoregressive Q-Functions

Paper • 2309.10150 • Published Sep 18, 2023 • 24

upvoted a collection 10 months ago

multilingual

65 items • Updated Aug 17 • 8

upvoted a paper 10 months ago

LLaVA-φ: Efficient Multi-Modal Assistant with Small Language Model

Paper • 2401.02330 • Published Jan 4 • 14

upvoted a collection 10 months ago

Model Merging

Model Merging is a very popular technique nowadays in LLM. Here is a chronological list of papers on the space that will help you get started with it! • 30 items • Updated Jun 12 • 217