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Aritra Roy Gosthipaty

@arig23498.bsky.social
1.3K followers 131 following 24 posts

MLE @ Hugging Face

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Aritra Roy Gosthipaty @arig23498.bsky.social · 03/03/2025
Some pointers on parallel computing: A small thread 🧵👇
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Reposted by Aritra Roy Gosthipaty
Michael Tschannen @mtschannen.bsky.social · 22/02/2025
HF model collection for transformers: huggingface.co/collections/... HF model collection for OpenCLIP and timm: huggingface.co/collections/... And of course big_vision checkpoints: github.com/google-resea...
huggingface.co
SigLIP2 - a google Collection
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
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Reposted by Aritra Roy Gosthipaty
Michael Tschannen @mtschannen.bsky.social · 22/02/2025
Paper: arxiv.org/abs/2502.14786 HF blog post from @arig23498.bsky.social et al. with a gentle intro to the training recipe and a demo: huggingface.co/blog/siglip2 Thread with results overview from Xiaohua (only on X, sorry - these are all in the paper): x.com/XiaohuaZhai/...
arxiv.org
SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features
We introduce SigLIP 2, a family of new multilingual vision-language encoders that build on the success of the original SigLIP. In this second iteration, we extend the original image-text training obje...
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Michael Tschannen @mtschannen.bsky.social · 22/02/2025
📢2⃣ Yesterday we released SigLIP 2! TL;DR: Improved high-level semantics, localization, dense features, and multilingual capabilities via drop-in replacement for v1. Bonus: Variants supporting native aspect and variable sequence length. A thread with interesting resources👇
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Sung Kim @sungkim.bsky.social · 29/01/2025
Build a Qwen 2.5 VL API endpoint with Hugging Face spaces and Docker! by @arig23498.bsky.social Build a proof-of-concept API, hosting Qwen2.5-VL-7B-Instruct on Hugging Face Spaces using Docker. huggingface.co/blog/ariG234...
huggingface.co
🚀 Build a Qwen 2.5 VL API endpoint with Hugging Face spaces and Docker!
A Blog post by Aritra Roy Gosthipaty on Hugging Face
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Aritra Roy Gosthipaty @arig23498.bsky.social · 23/12/2024
huggingface.co/blog/logits-...
huggingface.co
Controlling Language Model Generation with NVIDIA's LogitsProcessorZoo
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
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Aritra Roy Gosthipaty @arig23498.bsky.social · 03/12/2024
The Qwen team is doing so much for the community by keeping research open and constructive. They listen to the community and put efforts in building competitive models. I was intrigued by their latest `Qwen/QwQ-32B-Preview` model and wanted to play with it. [1/N]
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Reposted by Aritra Roy Gosthipaty
Sergio Paniego @sergiopaniego.bsky.social · 29/11/2024
I've been exploring the latest Llama 3.2 releases and working on a couple of projects you may find interesting: 1️⃣ Understanding tool calling with Llama 3.2 🔧 2️⃣ Using Text Generation Inference (TGI) with Llama models 🦙 (links in the next post)
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Aritra Roy Gosthipaty @arig23498.bsky.social · 26/11/2024
What is THE pain point in training Vision Language Models according to you? I will go first, the data pipeline.
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Aritra Roy Gosthipaty @arig23498.bsky.social · 23/11/2024
Re-caption your webdataset with Qwen2-VL github.com/sayakpaul/si...
github.com
Adding support for Qwen model by ariG23498 · Pull Request #3 · sayakpaul/simple-image-recaptioning
A working colab notebook
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Aritra Roy Gosthipaty @arig23498.bsky.social · 20/11/2024
huggingface.co/blog/layerskip
huggingface.co
Faster Text Generation with Self-Speculative Decoding
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
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Aritra Roy Gosthipaty @arig23498.bsky.social · 15/11/2024
To the video generation enthusiats, Mochi 1 Preview is now supported in `diffusers`
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Reposted by Aritra Roy Gosthipaty
Lain @not-so-lain.bsky.social · 13/11/2024
awesome, thanks a lot for sharing 🙌
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Aritra Roy Gosthipaty @arig23498.bsky.social · 13/11/2024
`bitsandbytes` makes it really easy to quantize models Note: MB should be GB in the diagram.
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Aritra Roy Gosthipaty @arig23498.bsky.social · 12/11/2024
Read about the Qwen2.5-Coder Series huggingface.co/blog/ariG234...
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Aritra Roy Gosthipaty @arig23498.bsky.social · 07/11/2024
I am diving head first into Vision Language Models. Comment below the papers that I definitely should read.
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Aritra Roy Gosthipaty @arig23498.bsky.social · 06/11/2024
Welcome the @huggingface.bsky.social integration in PyCharm. From instant model cards to navigating the local cache, working with Hugging Face models becomes a lot easier with PyCharm. Bonus: Claim a 3 month PyCharm subscription using PyCharm4HF Blog Post: huggingface.co/blog/pycharm...
huggingface.co
Hugging Face + PyCharm
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
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Aritra Roy Gosthipaty @arig23498.bsky.social · 06/11/2024
github.com/ml-gde/jflux Try out the FLUX model in JAX. It also works on TPUs if that is your thing. For people who want to work on it, there are open issues as well. Happy coding!
github.com
GitHub - ml-gde/jflux: JAX Implementation of Black Forest Labs' Flux.1 family of models
JAX Implementation of Black Forest Labs' Flux.1 family of models - ml-gde/jflux
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