taufiqdp (Taufiq Dwi Purnomo)

upvoted an article 2 days ago

Article

Fine-tuning Florence-2 - Microsoft's Cutting-edge Vision Language Models

3 days ago

• 89

upvoted 2 papers 3 days ago

DataComp-LM: In search of the next generation of training sets for language models

Paper • 2406.11794 • Published 9 days ago • 37

CodeGemma: Open Code Models Based on Gemma

Paper • 2406.11409 • Published 9 days ago • 1

upvoted a paper 5 days ago

Instruction Pre-Training: Language Models are Supervised Multitask Learners

Paper • 2406.14491 • Published 6 days ago • 64

upvoted a paper 6 days ago

Probabilistic Conceptual Explainers: Trustworthy Conceptual Explanations for Vision Foundation Models

Paper • 2406.12649 • Published 8 days ago • 14

upvoted a collection 8 days ago

Florence

Collection

9 items • Updated 12 days ago • 123

upvoted 3 papers 8 days ago

DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence

Paper • 2406.11931 • Published 9 days ago • 53

From Pixels to Prose: A Large Dataset of Dense Image Captions

Paper • 2406.10328 • Published 12 days ago • 16

MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens

Paper • 2406.11271 • Published 10 days ago • 10

upvoted 2 papers 9 days ago

SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages

Paper • 2406.10118 • Published 12 days ago • 25

OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text

Paper • 2406.08418 • Published 14 days ago • 28

upvoted a collection 10 days ago

Core ML Gallery Models

Collection

7 items • Updated 8 days ago • 24

upvoted a paper 10 days ago

Step-by-Step Diffusion: An Elementary Tutorial

Paper • 2406.08929 • Published 13 days ago • 1

upvoted 2 articles 13 days ago

Article

Introduction to State Space Models (SSM)

By

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15 days ago

• 43

Article

From DeepSpeed to FSDP and Back Again with Hugging Face Accelerate

14 days ago

• 23

upvoted 4 papers 13 days ago

Depth Anything V2

Paper • 2406.09414 • Published 13 days ago • 87

OpenVLA: An Open-Source Vision-Language-Action Model

Paper • 2406.09246 • Published 13 days ago • 28

An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels

Paper • 2406.09415 • Published 13 days ago • 47

PowerInfer-2: Fast Large Language Model Inference on a Smartphone

Paper • 2406.06282 • Published 16 days ago • 34

upvoted 3 papers 14 days ago

What If We Recaption Billions of Web Images with LLaMA-3?

Paper • 2406.08478 • Published 14 days ago • 38

Skywork-MoE: A Deep Dive into Training Techniques for Mixture-of-Experts Language Models

Paper • 2406.06563 • Published 24 days ago • 17

An Image is Worth 32 Tokens for Reconstruction and Generation

Paper • 2406.07550 • Published 15 days ago • 52

upvoted a paper 15 days ago

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Paper • 2406.06525 • Published 16 days ago • 60

upvoted 2 papers 17 days ago

GenAI Arena: An Open Evaluation Platform for Generative Models

Paper • 2406.04485 • Published 20 days ago • 19

Scaling and evaluating sparse autoencoders

Paper • 2406.04093 • Published 20 days ago • 1

upvoted an article 18 days ago

Article

Extracting Concepts from LLMs: Anthropic’s recent discoveries 📖

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6 days ago

• 25

upvoted a paper 19 days ago

BitsFusion: 1.99 bits Weight Quantization of Diffusion Model

Paper • 2406.04333 • Published 20 days ago • 36

upvoted an article 21 days ago

Article

Uncensor any LLM with abliteration

By

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13 days ago

• 223

upvoted 2 papers 22 days ago

Parrot: Multilingual Visual Instruction Tuning

Paper • 2406.02539 • Published 22 days ago • 35

MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Paper • 2406.01574 • Published 23 days ago • 42

upvoted an article 23 days ago

Article

Mergoo: Efficiently Build Your Own MoE LLM

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24 days ago

• 37

upvoted 2 papers 24 days ago

Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis

Paper • 2405.21075 • Published 26 days ago • 15

Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

Paper • 2405.21060 • Published 26 days ago • 60

upvoted an article 25 days ago

Article

Space secrets security update

27 days ago

• 50

upvoted 2 papers 26 days ago

Jina CLIP: Your CLIP Model Is Also Your Text Retriever

Paper • 2405.20204 • Published 27 days ago • 27

Contextual Position Encoding: Learning to Count What's Important

Paper • 2405.18719 • Published 29 days ago • 3

upvoted 2 papers 27 days ago

Zipper: A Multi-Tower Decoder Architecture for Fusing Modalities

Paper • 2405.18669 • Published 29 days ago • 11

Nearest Neighbor Speculative Decoding for LLM Generation and Attribution

Paper • 2405.19325 • Published 28 days ago • 13

upvoted 2 articles 29 days ago

Article

Train custom AI models with the trainer API and adapt them to 🤗

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25 days ago

• 24

Article

Training and Finetuning Embedding Models with Sentence Transformers v3

30 days ago

• 103

upvoted 2 papers 30 days ago

An Introduction to Vision-Language Modeling

Paper • 2405.17247 • Published about 1 month ago • 77

Matryoshka Multimodal Models

Paper • 2405.17430 • Published about 1 month ago • 29

upvoted 6 papers about 1 month ago

upvoted an article about 1 month ago

Article

MobileNet-V4 (now in timm)

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9 days ago

• 29

upvoted a paper about 1 month ago

FAdam: Adam is a natural gradient optimizer using diagonal empirical Fisher information

Paper • 2405.12807 • Published May 21 • 1

upvoted an article about 1 month ago

Article

Let's talk about LLM evaluation

By

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May 23

• 92

upvoted 5 papers about 1 month ago

Your Transformer is Secretly Linear

Paper • 2405.12250 • Published May 19 • 142

Reducing Transformer Key-Value Cache Size with Cross-Layer Attention

Paper • 2405.12981 • Published May 21 • 26

Imp: Highly Capable Large Multimodal Models for Mobile Devices

Paper • 2405.12107 • Published May 20 • 23

FIFO-Diffusion: Generating Infinite Videos from Text without Training

Paper • 2405.11473 • Published May 19 • 53

MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

Paper • 2405.12130 • Published May 20 • 44

upvoted 2 articles about 1 month ago

Article

Explaining the SDXL latent space

By

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May 20

• 19

Article

Decoding GPT-4'o': In-Depth Exploration of Its Mechanisms and Creating Similar AI.

By

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May 21

• 25

upvoted a paper about 1 month ago

LoRA Learns Less and Forgets Less

Paper • 2405.09673 • Published May 15 • 78

upvoted an article about 1 month ago

Article

Hugging Face + Google Visual Blocks

By

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May 16

• 20

Taufiq Dwi Purnomo

AI & ML interests

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taufiqdp's activity

Fine-tuning Florence-2 - Microsoft's Cutting-edge Vision Language Models

Introduction to State Space Models (SSM)

From DeepSpeed to FSDP and Back Again with Hugging Face Accelerate

Extracting Concepts from LLMs: Anthropic’s recent discoveries 📖

Uncensor any LLM with abliteration

Mergoo: Efficiently Build Your Own MoE LLM

Space secrets security update

Train custom AI models with the trainer API and adapt them to 🤗

Training and Finetuning Embedding Models with Sentence Transformers v3

MobileNet-V4 (now in timm)

Let's talk about LLM evaluation

Explaining the SDXL latent space

Decoding GPT-4'o': In-Depth Exploration of Its Mechanisms and Creating Similar AI.

Hugging Face + Google Visual Blocks