anthonyivn (Anthony Ivan S)

upvoted a paper 3 days ago

Gemma 2: Improving Open Language Models at a Practical Size

Paper • 2408.00118 • Published Jul 31 • 73

upvoted a paper 21 days ago

Generative Verifiers: Reward Modeling as Next-Token Prediction

Paper • 2408.15240 • Published 23 days ago • 12

upvoted an article 2 months ago

Article

The Rise of Agentic Data Generation

By

•

Jul 15

• 74

upvoted a paper 2 months ago

SpreadsheetLLM: Encoding Spreadsheets for Large Language Models

Paper • 2407.09025 • Published Jul 12 • 122

upvoted a collection 2 months ago

InternLM2.5

Collection

14 items • Updated 5 days ago • 67

upvoted 3 papers 3 months ago

upvoted 2 articles 3 months ago

Article

Uncensor any LLM with abliteration

By

•

Jun 13

• 312

Article

Putting RL back in RLHF

Jun 12

• 58

upvoted a paper 4 months ago

Perplexed by Perplexity: Perplexity-Based Data Pruning With Small Reference Models

Paper • 2405.20541 • Published May 30 • 20

upvoted an article 4 months ago

Article

Hugging Face on AMD Instinct MI300 GPU

May 21

• 10

upvoted 3 papers 5 months ago

LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report

Paper • 2405.00732 • Published Apr 29 • 118

Better & Faster Large Language Models via Multi-token Prediction

Paper • 2404.19737 • Published Apr 30 • 73

How faithful are RAG models? Quantifying the tug-of-war between RAG and LLMs' internal prior

Paper • 2404.10198 • Published Apr 16 • 7

upvoted an article 5 months ago

Article

Welcome Llama 3 - Meta's new open LLM

Apr 18

• 272

upvoted a paper 5 months ago

LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders

Paper • 2404.05961 • Published Apr 9 • 63

upvoted 3 papers 6 months ago

PERL: Parameter Efficient Reinforcement Learning from Human Feedback

Paper • 2403.10704 • Published Mar 15 • 56

Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks

Paper • 2403.05185 • Published Mar 8 • 20

GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

Paper • 2403.03507 • Published Mar 6 • 182

upvoted 2 papers 7 months ago

Neural Network Diffusion

Paper • 2402.13144 • Published Feb 20 • 94

Self-Discover: Large Language Models Self-Compose Reasoning Structures

Paper • 2402.03620 • Published Feb 6 • 109

upvoted 3 papers 8 months ago

DocGraphLM: Documental Graph Language Model for Information Extraction

Paper • 2401.02823 • Published Jan 5 • 34

Secrets of RLHF in Large Language Models Part II: Reward Modeling

Paper • 2401.06080 • Published Jan 11 • 24

Soaring from 4K to 400K: Extending LLM's Context with Activation Beacon

Paper • 2401.03462 • Published Jan 7 • 26

upvoted 3 papers 9 months ago

Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models

Paper • 2401.01335 • Published Jan 2 • 64

Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision

Paper • 2312.09390 • Published Dec 14, 2023 • 32

Retrieval-Augmented Generation for Large Language Models: A Survey

Paper • 2312.10997 • Published Dec 18, 2023 • 9

upvoted 5 papers 10 months ago

MultiLoRA: Democratizing LoRA for Better Multi-Task Learning

Paper • 2311.11501 • Published Nov 20, 2023 • 33

Make Pixels Dance: High-Dynamic Video Generation

Paper • 2311.10982 • Published Nov 18, 2023 • 67

Exponentially Faster Language Modelling

Paper • 2311.10770 • Published Nov 15, 2023 • 118

System 2 Attention (is something you might need too)

Paper • 2311.11829 • Published Nov 20, 2023 • 39

Orca 2: Teaching Small Language Models How to Reason

Paper • 2311.11045 • Published Nov 18, 2023 • 70

upvoted a paper 11 months ago

ConvNets Match Vision Transformers at Scale

Paper • 2310.16764 • Published Oct 25, 2023 • 20

Anthony Ivan S

AI & ML interests

Organizations

anthonyivn's activity

Gemma 2: Improving Open Language Models at a Practical Size

Generative Verifiers: Reward Modeling as Next-Token Prediction

The Rise of Agentic Data Generation

SpreadsheetLLM: Encoding Spreadsheets for Large Language Models

InternLM2.5

LongIns: A Challenging Long-context Instruction-based Exam for LLMs

The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Uncensor any LLM with abliteration

Putting RL back in RLHF

Perplexed by Perplexity: Perplexity-Based Data Pruning With Small Reference Models

Hugging Face on AMD Instinct MI300 GPU

LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report

Better & Faster Large Language Models via Multi-token Prediction

How faithful are RAG models? Quantifying the tug-of-war between RAG and LLMs' internal prior

Welcome Llama 3 - Meta's new open LLM

LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders

PERL: Parameter Efficient Reinforcement Learning from Human Feedback

Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks

GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

Neural Network Diffusion

Self-Discover: Large Language Models Self-Compose Reasoning Structures

DocGraphLM: Documental Graph Language Model for Information Extraction

Secrets of RLHF in Large Language Models Part II: Reward Modeling

Soaring from 4K to 400K: Extending LLM's Context with Activation Beacon

Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models

Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision

Retrieval-Augmented Generation for Large Language Models: A Survey

MultiLoRA: Democratizing LoRA for Better Multi-Task Learning

Make Pixels Dance: High-Dynamic Video Generation

Exponentially Faster Language Modelling

System 2 Attention (is something you might need too)

Orca 2: Teaching Small Language Models How to Reason

ConvNets Match Vision Transformers at Scale