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Lee Junbum PRO

beomi

https://junbuml.ee

AI & ML interests

AI/ML GDE. Advancing Low-Resource Language Open Access LLM

Recent Activity

liked a model 1 day ago

Shakker-Labs/FLUX.1-dev-LoRA-Logo-Design

liked a Space 4 days ago

JeffreyXiang/TRELLIS

liked a model 4 days ago

Datou1111/shou_xin

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Organizations

beomi's activity

upvoted a paper 14 days ago

Training Large Language Models to Reason in a Continuous Latent Space

Paper • 2412.06769 • Published 15 days ago • 61

upvoted a collection 16 days ago

EXAONE-3.5

Collection

EXAONE 3.5 language model series including instruction-tuned models of 2.4B, 7.8B, and 32B. • 10 items • Updated 15 days ago • 79

upvoted a collection 17 days ago

Llama 3.3 (All Versions)

Collection

Meta's new Llama 3.3 (70B) model in all formats. Includes GGUF, 4-bit bnb and original versions. • 3 items • Updated 17 days ago • 27

upvoted a paper 19 days ago

PaliGemma 2: A Family of Versatile VLMs for Transfer

Paper • 2412.03555 • Published 20 days ago • 118

upvoted 2 papers 20 days ago

Free Process Rewards without Process Labels

Paper • 2412.01981 • Published 22 days ago • 28

Critical Tokens Matter: Token-Level Contrastive Estimation Enhence LLM's Reasoning Capability

Paper • 2411.19943 • Published 25 days ago • 55

upvoted a paper 21 days ago

o1-Coder: an o1 Replication for Coding

Paper • 2412.00154 • Published 25 days ago • 40

upvoted a collection 26 days ago

OLMo 2

Collection

Artifacts for the second set of OLMo models. • 17 items • Updated 27 days ago • 57

upvoted a paper 27 days ago

Low-Bit Quantization Favors Undertrained LLMs: Scaling Laws for Quantized LLMs with 100T Training Tokens

Paper • 2411.17691 • Published 28 days ago • 9

upvoted a paper 28 days ago

From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge

Paper • 2411.16594 • Published 29 days ago • 36

upvoted 2 papers 29 days ago

Style-Friendly SNR Sampler for Style-Driven Generation

Paper • 2411.14793 • Published Nov 22 • 36

TÜLU 3: Pushing Frontiers in Open Language Model Post-Training

Paper • 2411.15124 • Published Nov 22 • 55

upvoted a paper 30 days ago

Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions

Paper • 2411.14405 • Published Nov 21 • 57

upvoted a paper about 1 month ago

Top-nσ: Not All Logits Are You Need

Paper • 2411.07641 • Published Nov 12 • 18

upvoted an article about 2 months ago

Article

Efficient Deep Learning: A Comprehensive Overview of Optimization Techniques 👐 📚

•

Aug 26

• 42

upvoted an article 2 months ago

Article

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

Sep 18

• 213

upvoted a paper 2 months ago

Addition is All You Need for Energy-efficient Language Models

Paper • 2410.00907 • Published Oct 1 • 144

upvoted an article 2 months ago

Article

Fixing Gradient Accumulation

Oct 16

• 43

upvoted 2 papers 2 months ago

StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization

Paper • 2410.08815 • Published Oct 11 • 43

SuperCorrect: Supervising and Correcting Language Models with Error-Driven Insights

Paper • 2410.09008 • Published Oct 11 • 16