Rohith K Bobby

Rohith04

Rohith04MVK

AI & ML interests

LLM

Recent Activity

reacted to nicolay-r's post with ❤️ about 2 months 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 2 months ago

Efficient-Large-Model/Sana_1600M_1024px_BF16

reacted to Xenova's post with ❤️ 3 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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Rohith04's activity

liked a model 2 months ago

Efficient-Large-Model/Sana_1600M_1024px_BF16

Text-to-Image • Updated Jan 10 • 519 • 11

liked a dataset 3 months ago

xmcmic/PMC-VQA

Preview • Updated Jul 2, 2024 • 773 • 42

liked a model 4 months ago

genmo/mochi-1-preview

Text-to-Video • Updated Dec 18, 2024 • 32.6k • • 1.17k

liked a Space 4 months ago

1.72k

Stable Diffusion 3.5 Large

🏃

Generate images with SD3.5

liked a Space 5 months ago

1.18k

Finegrain Image Enhancer

🖼

Clarity AI Upscaler Reproduction

liked a model 6 months ago

stabilityai/sv4d

Updated Aug 3, 2024 • 734 • 275

liked 2 Spaces 6 months ago

7.05k

FLUX.1 [dev]

🖥

Generate images from text prompts

184

Artist

🎨

Aesthetically Controllable Text-Driven Stylization w/o Train

liked a Space 7 months ago

159

Flash Lora

🎨

Generate images from prompts using powerful LORA models

liked 2 Spaces 8 months ago

200

4M Demo

⚡

4M: Massively Multimodal Masked Modeling

1.57k

Stable Diffusion 3 Medium

🎨

Generate images from text prompts

liked a model 8 months ago

nvidia/Nemotron-4-340B-Instruct

Updated Jun 24, 2024 • 135 • 669

liked 2 models 10 months ago

nateraw/musicgen-songstarter-v0.2

Text-to-Audio • Updated May 3, 2024 • 785 • 150

meta-llama/Meta-Llama-3-8B

Text Generation • Updated Sep 27, 2024 • 646k • 6.02k

liked a Space 11 months ago

Fluently Playground v0.25

😼

Generate images on modern models of the Fluently family

liked a Space 12 months ago

405

OpenDalle V1.1 GPU Demo

🖼

A demo of OpenDalle V1.1 on a ZERO GPU.

liked 2 models about 1 year ago

01-ai/Yi-VL-6B

Image-Text-to-Text • Updated Jun 26, 2024 • 132 • 121

Rohith04/ct2fast_m2m100_418M

Translation • Updated Jan 19, 2024 • 22 • 3