Jithin James

jithinjames

https://jithinjk.github.io/

AI & ML interests

None yet

Recent Activity

liked a Space 9 days ago

agents-course/First_agent_template

upvoted an article 5 months ago

Document Similarity Search with ColPali

reacted to merve's post with 🔥 5 months ago

If you have documents that do not only have text and you're doing retrieval or RAG (using OCR and LLMs), give it up and give ColPali and vision language models a try 🤗 Why? Documents consist of multiple modalities: layout, table, text, chart, images. Document processing pipelines often consist of multiple models and they're immensely brittle and slow. 🥲 How? ColPali is a ColBERT-like document retrieval model built on PaliGemma, it operates over image patches directly, and indexing takes far less time with more accuracy. You can use it for retrieval, and if you want to do retrieval augmented generation, find the closest document, and do not process it, give it directly to a VLM like Qwen2-VL (as image input) and give your text query. 🤝 This is much faster + you do not lose out on any information + much easier to maintain too! 🥳 Multimodal RAG https://huggingface.co/collections/merve/multimodal-rag-66d97602e781122aae0a5139 💬 Document AI (made it way before, for folks who want structured input/output and can fine-tune a model) https://huggingface.co/collections/merve/awesome-document-ai-65ef1cdc2e97ef9cc85c898e 📖

View all activity

Organizations

jithinjames's activity

liked a Space 9 days ago

233

First Agent Template

⚡

Find the current local time in any timezone

liked a Space 5 months ago

4.87k

MTEB Leaderboard

🥇

Select benchmarks and languages for text embeddings evaluation

liked a Space 11 months ago

903

Model Memory Utility

🚀

Calculate memory needed to train AI models

liked a Space over 1 year ago

1.21k

Explore Llamav2 With TGI

💻

liked 4 models over 1 year ago

liked a Space over 1 year ago

380

Chat with Baize

🐲

liked 8 models almost 2 years ago

impira/layoutlm-document-qa

Document Question Answering • Updated Mar 18, 2023 • 53.1k • • 1.07k

naver-clova-ix/donut-base-finetuned-cord-v2

Image-to-Text • Updated Aug 13, 2022 • 25k • • 95

naver-clova-ix/donut-base-finetuned-docvqa

Document Question Answering • Updated Mar 9, 2024 • 14.3k • • 215

naver-clova-ix/donut-base

Image-to-Text • Updated Aug 13, 2022 • 60.2k • • 195

ProsusAI/finbert

Text Classification • Updated May 23, 2023 • 1.54M • • 796

Rakib/roberta-base-on-cuad

Question Answering • Updated Jan 18, 2023 • 18.4k • 7

nlpaueb/bert-base-uncased-contracts

Fill-Mask • Updated Apr 28, 2022 • 43.4k • 26

nlpaueb/legal-bert-small-uncased

Fill-Mask • Updated Apr 28, 2022 • 24.5k • 20

liked a Space over 2 years ago

5.54k

DALL·E mini

🥑