Jithin James

jithinjames

https://jithinjk.github.io/

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Recent Activity

liked a Space 24 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 📖

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jithinjames's activity

liked a Space 24 days ago

327

First Agent Template

⚡

Get current local time in any timezone

liked a Space 6 months ago

5.01k

MTEB Leaderboard

🥇

Select benchmarks and languages for text embeddings evaluation

liked a Space 11 months ago

913

Model Memory Utility

🚀

Calculate memory needed to train AI models

liked a Space over 1 year ago

1.21k

Explore Llamav2 With TGI

💻

liked 2 models over 1 year ago

TheBloke/Manticore-13B-Chat-Pyg-SuperHOT-8K-GPTQ

Text Generation • Updated Aug 21, 2023 • 43 • 21

prompthero/openjourney

Text-to-Image • Updated May 15, 2023 • 33.1k • • 3.12k

liked 2 models almost 2 years ago

tiiuae/falcon-7b-instruct

Text Generation • Updated Oct 12, 2024 • 159k • • 947

tiiuae/falcon-7b

Text Generation • Updated Oct 12, 2024 • 69.1k • • 1.08k

liked a Space almost 2 years ago

380

Chat with Baize

🐲

liked 8 models almost 2 years ago

liked a Space over 2 years ago

5.55k

DALL·E mini

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