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Rohith K Bobby

Rohith04
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AI & ML interests

LLM

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reacted to nicolay-r's post with ❤️ 7 days ago
📢 Deligted to share the most recent milestone on quick deployment of Named Entity Recognition (NER) in Gen-AI powered systems. Releasing the bulk-ner 0.25.0 which represent a tiny framework that would save you time for deploing NER with any model. 💎 Why is this important? In the era of GenAI the handling out textual output might be challenging. Instead, recognizing named-entities via domain-oriented systems for your donwstream LLM would be preferable option. 📦: https://pypi.org/project/bulk-ner/0.25.0/ 🌟: https://github.com/nicolay-r/bulk-ner I noticed that the direct adaptaion of the LM for NER would result in spending signifcant amount of time on formatting your texts according to the NER-model needs. In particular: 1. Processing CONLL format with B-I-O tags from model outputs 2. Input trimming: long input content might not be completely fitted To cope with these problems, in version 0.25.0 I made a huge steps forward by providing: ✅ 🐍 Python API support: see screenshot below for a quick deployment (see screenshot below 📸) ✅ 🪶 No-string: dependencies are now clear, so it is purely Python implementation for API calls. ✅ 👌 Simplified output formatting: we use lists to represent texts with inner lists that refer to annotated objects (see screenshot below 📸) 📒 We have a colab for a quick start here (or screenshot for bash / Python API 📸) https://colab.research.google.com/github/nicolay-r/ner-service/blob/main/NER_annotation_service.ipynb 👏 The code for pipeline deployment is taken from the AREkit project: https://github.com/nicolay-r/AREkit
liked a model 21 days ago
Efficient-Large-Model/Sana_1600M_1024px_BF16
reacted to Xenova's post with ❤️ about 2 months ago
Have you tried out 🤗 Transformers.js v3? Here are the new features: ⚡ WebGPU support (up to 100x faster than WASM) 🔢 New quantization formats (dtypes) 🏛 120 supported architectures in total 📂 25 new example projects and templates 🤖 Over 1200 pre-converted models 🌐 Node.js (ESM + CJS), Deno, and Bun compatibility 🏡 A new home on GitHub and NPM Get started with `npm i @huggingface/transformers`. Learn more in our blog post: https://huggingface.co/blog/transformersjs-v3
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