jiakai

real-jiakai

https://blog.gujiakai.top

AI & ML interests

LLM && Smart QA

Recent Activity

liked a model about 8 hours ago

ASLP-lab/DiffRhythm-base

liked a model about 8 hours ago

alibaba-pai/Wan2.1-Fun-1.3B-Control

reacted to tonywu71's post with 🔥 about 12 hours ago

ColPali: A new approach to efficient and intelligent document retrieval 🚀 Our latest research paper, "ColPali: Efficient Document Retrieval with Vision Language Models," introduces a groundbreaking approach to large-scale visual document analysis. By leveraging Vision Language Models (VLMs), we have created a new framework for document retrieval that's both powerful and efficient. Key Insights: 💡 ColPali combines ColBERT's multi-vector strategy with VLMs' document understanding capabilities ⚙️ ColPali is based on PaliGemma-3B (SigLIP, Gemma-2B) + a linear projection layer and is trained to maximize the similarity between the document and the query embeddings 📊 The Vision Document Retrieval benchmark (ViDoRe) is a challenging dataset that spans various industry topics and aims at matching real-life retrieval scenarios 🏆 ColPali outperforms existing models on all datasets in ViDoRe (average NDCG@5 of 81.3% vs 67.0% for the best baseline model) ⚡ ColPali is faster at document embedding compared to traditional PDF parser pipelines, making ColPali viable for industrial use 🔍 ColPali is highly interpretable thanks to patch-based similarity maps Dive deeper into ColPali and explore our resources: 📑 Full paper: arxiv.org/abs/2407.01449 🛠️ Datasets, model weights, evaluation code, leaderboard, demos: huggingface.co/vidore Shoutout to my amazing co-authors Manuel Faysse (@manu) and Hugues Sibille (@HugSib). We are grateful for the invaluable feedback from Bilel Omrani, Gautier Viaud, Celine Hudelot, and Pierre Colombo. This work is sponsored by ILLUIN Technology. ✨

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real-jiakai's activity

liked 2 models about 8 hours ago

ASLP-lab/DiffRhythm-base

Updated 1 day ago • 250 • 149

alibaba-pai/Wan2.1-Fun-1.3B-Control

Text-to-Video • Updated 1 day ago • 236 • 42

liked a Space about 12 hours ago

PDF to Page Images Dataset

📂

Convert PDFs to page images for dataset creation

liked a model about 12 hours ago

davanstrien/finetune_colpali_v1_2-ufo-4bit

Updated Sep 26, 2024 • 11

liked a dataset about 12 hours ago

davanstrien/ufo-ColPali

Viewer • Updated Sep 23, 2024 • 2.24k • 427 • 23

liked a model about 22 hours ago

Qwen/Qwen2.5-Omni-7B

Any-to-Any • Updated 1 day ago • 3.03k • 592

liked a Space about 22 hours ago

119

Qwen2.5 Omni 7B Demo

🏆

Submit media inputs to generate text and speech responses

liked a model 1 day ago

featherless-ai/Qwerky-72B

Text Generation • Updated about 22 hours ago • 288 • 36

liked a dataset 2 days ago

Intelligent-Internet/Vietnamese-Entrance-Exam

Viewer • Updated 2 days ago • 432 • 65 • 1

liked a model 2 days ago

Intelligent-Internet/II-Thought-1.5B-Preview

Updated 2 days ago • 357 • 7

liked a Space 3 days ago

132

starvector-1b-im2svg

📈

Convert images and text into scalable vector graphics (SVG) code

liked a model 3 days ago

Qwen/Qwen2.5-VL-32B-Instruct

Image-Text-to-Text • Updated 1 day ago • 52.9k • 239

liked a Space 3 days ago

Qwen2.5 VL 32B Instruct Demo

🏃

Chat with images and videos using Qwen

liked 4 models 3 days ago

liked 2 datasets 5 days ago

HuggingFaceM4/the_cauldron

Viewer • Updated May 6, 2024 • 1.88M • 872k • 390

Dahoas/rm-static

Viewer • Updated Mar 6, 2023 • 81.4k • 4.35k • 118

liked a Space 5 days ago

Try Rombos-LLM-V2.5-Qwen-7b

📚

Display LLM leaderboard based on "schizo" rating