taufiqdp (Taufiq Dwi Purnomo)

upvoted a paper about 18 hours ago

Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Paper • 2409.12191 • Published 1 day ago • 38

upvoted a paper 1 day ago

OmniGen: Unified Image Generation

Paper • 2409.11340 • Published 2 days ago • 52

upvoted an article 1 day ago

Article

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

2 days ago

• 97

upvoted a paper 8 days ago

Gated Slot Attention for Efficient Linear-Time Sequence Modeling

Paper • 2409.07146 • Published 9 days ago • 18

upvoted 2 papers 9 days ago

General OCR Theory: Towards OCR-2.0 via a Unified End-to-end Model

Paper • 2409.01704 • Published 17 days ago • 72

LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Paper • 2409.06666 • Published 9 days ago • 51

upvoted a paper 12 days ago

Attention Heads of Large Language Models: A Survey

Paper • 2409.03752 • Published 14 days ago • 83

upvoted a paper 15 days ago

OLMoE: Open Mixture-of-Experts Language Models

Paper • 2409.02060 • Published 16 days ago • 74

upvoted a paper 16 days ago

Mini-Omni: Language Models Can Hear, Talk While Thinking in Streaming

Paper • 2408.16725 • Published 21 days ago • 49

upvoted 2 papers 22 days ago

LLaVA-MoD: Making LLaVA Tiny via MoE Knowledge Distillation

Paper • 2408.15881 • Published 22 days ago • 20

Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders

Paper • 2408.15998 • Published 22 days ago • 81

upvoted a paper 23 days ago

Diffusion Models Are Real-Time Game Engines

Paper • 2408.14837 • Published 24 days ago • 119

upvoted a paper 25 days ago

Building and better understanding vision-language models: insights and future directions

Paper • 2408.12637 • Published 28 days ago • 109

upvoted a paper 29 days ago

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published 29 days ago • 53

upvoted 2 papers about 1 month ago

xGen-MM (BLIP-3): A Family of Open Large Multimodal Models

Paper • 2408.08872 • Published Aug 16 • 96

DeepSpeak Dataset v1.0

Paper • 2408.05366 • Published Aug 9 • 10

upvoted an article about 1 month ago

Article

Introduction to ggml

Aug 13

• 91

upvoted 6 papers about 1 month ago

upvoted 5 papers about 2 months ago

Medical SAM 2: Segment medical images as video via Segment Anything Model 2

Paper • 2408.00874 • Published Aug 1 • 40

Gemma 2: Improving Open Language Models at a Practical Size

Paper • 2408.00118 • Published Jul 31 • 73

SAM 2: Segment Anything in Images and Videos

Paper • 2408.00714 • Published Aug 1 • 103

MoMa: Efficient Early-Fusion Pre-training with Mixture of Modality-Aware Experts

Paper • 2407.21770 • Published Jul 31 • 20

The Llama 3 Herd of Models

Paper • 2407.21783 • Published Jul 31 • 102

upvoted a collection about 2 months ago

Gemma 2 2B Release

Collection

The 2.6B parameter version of Gemma 2. • 6 items • Updated Jul 31 • 76

upvoted 2 papers about 2 months ago

SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain

Paper • 2407.19584 • Published Jul 28 • 60

SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages

Paper • 2407.19672 • Published Jul 29 • 53

upvoted a collection about 2 months ago

Tiny Models

Collection

8 items • Updated 26 days ago • 8

upvoted a paper about 2 months ago

KAN or MLP: A Fairer Comparison

Paper • 2407.16674 • Published Jul 23 • 41

upvoted a collection about 2 months ago

Llama 3.1

Collection

This collection hosts the transformers and original repos of the Meta Llama 3.1, Llama Guard 3 and Prompt Guard models • 11 items • Updated Aug 2 • 569

upvoted 2 papers about 2 months ago

Phi-3 Safety Post-Training: Aligning Language Models with a "Break-Fix" Cycle

Paper • 2407.13833 • Published Jul 18 • 11

ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities

Paper • 2407.14482 • Published Jul 19 • 24

upvoted 4 papers 2 months ago

Streetscapes: Large-scale Consistent Street View Generation Using Autoregressive Video Diffusion

Paper • 2407.13759 • Published Jul 18 • 17

GoldFinch: High Performance RWKV/Transformer Hybrid with Linear Pre-Fill and Extreme KV-Cache Compression

Paper • 2407.12077 • Published Jul 16 • 52

Spectra: A Comprehensive Study of Ternary, Quantized, and FP16 Language Models

Paper • 2407.12327 • Published Jul 17 • 75

Qwen2-Audio Technical Report

Paper • 2407.10759 • Published Jul 15 • 52

upvoted a collection 2 months ago

🪐 SmolLM

Collection

A series of smol LLMs: 135M, 360M and 1.7B. We release base and Instruct models as well as the training corpus and some WebGPU demos • 12 items • Updated Aug 18 • 169

upvoted an article 2 months ago

Article

SmolLM - blazingly fast and remarkably powerful

Jul 16

• 242

upvoted a paper 2 months ago

Qwen2 Technical Report

Paper • 2407.10671 • Published Jul 15 • 153

upvoted a collection 2 months ago

H2O Danube3

Collection

6 items • Updated Jul 16 • 51

upvoted 7 papers 2 months ago

SpreadsheetLLM: Encoding Spreadsheets for Large Language Models

Paper • 2407.09025 • Published Jul 12 • 122

RouteLLM: Learning to Route LLMs with Preference Data

Paper • 2406.18665 • Published Jun 26 • 5

Gradient Boosting Reinforcement Learning

Paper • 2407.08250 • Published Jul 11 • 10

MAVIS: Mathematical Visual Instruction Tuning

Paper • 2407.08739 • Published Jul 11 • 30

PaliGemma: A versatile 3B VLM for transfer

Paper • 2407.07726 • Published Jul 10 • 64

Vision language models are blind

Paper • 2407.06581 • Published Jul 9 • 80

Unveiling Encoder-Free Vision-Language Models

Paper • 2406.11832 • Published Jun 17 • 49

upvoted 6 papers 3 months ago

Let the Expert Stick to His Last: Expert-Specialized Fine-Tuning for Sparse Architectural Large Language Models

Paper • 2407.01906 • Published Jul 2 • 33

InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output

Paper • 2407.03320 • Published Jul 3 • 92

ColPali: Efficient Document Retrieval with Vision Language Models

Paper • 2407.01449 • Published Jun 27 • 36

xLSTM-UNet can be an Effective 2D \& 3D Medical Image Segmentation Backbone with Vision-LSTM (ViL) better than its Mamba Counterpart

Paper • 2407.01530 • Published Jul 1 • 1

Scaling Synthetic Data Creation with 1,000,000,000 Personas

Paper • 2406.20094 • Published Jun 28 • 93

Direct Preference Knowledge Distillation for Large Language Models

Paper • 2406.19774 • Published Jun 28 • 21

upvoted an article 3 months ago

Article

Welcome Gemma 2 - Google's new open LLM

Jun 27

• 115

upvoted 2 collections 3 months ago

LLM Compiler

Collection

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

Gemma 2 Release

Collection

15 items • Updated 10 days ago • 166

Taufiq Dwi Purnomo

AI & ML interests

Organizations

taufiqdp's activity

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

Introduction to ggml

SmolLM - blazingly fast and remarkably powerful

Welcome Gemma 2 - Google's new open LLM