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melvindaveย
posted
an
update
5 days ago
melvindaveย
posted
an
update
29 days ago
Post
2568
Currently having a blast learning the transformers library.
I noticed that model cards usually have Transformers code as usage examples.
So I tried to figure out how to load a model just using the transformers library without using ollama, lmstudio, or llamacpp.
Learned how to install dependencies required to make it work like pytorch and CUDA. I also used Conda for python environment dependencies.
Once I got the model loaded and sample inference working, I made an API to serve it.
I know it's very basic stuff for machine learning experts here in HF but I'm completely new to this so I'm happy to get it working!
Model used: Qwen/Qwen3-VL-8B-Instruct
GPU: NVIDIA GeForce RTX 3090
Here's the result of my experimentation
I noticed that model cards usually have Transformers code as usage examples.
So I tried to figure out how to load a model just using the transformers library without using ollama, lmstudio, or llamacpp.
Learned how to install dependencies required to make it work like pytorch and CUDA. I also used Conda for python environment dependencies.
Once I got the model loaded and sample inference working, I made an API to serve it.
I know it's very basic stuff for machine learning experts here in HF but I'm completely new to this so I'm happy to get it working!
Model used: Qwen/Qwen3-VL-8B-Instruct
GPU: NVIDIA GeForce RTX 3090
Here's the result of my experimentation
melvindaveย
posted
an
update
about 1 month ago
Post
366
Looking for receipts and documents datasets such as this for OCR purposes
naver-clova-ix/cord-v1
Has anyone seen similar ones?
TIA
naver-clova-ix/cord-v1
Has anyone seen similar ones?
TIA
melvindaveย
posted
an
update
about 1 month ago
Post
2435
Deployed my first Space!
Moved my PDF to Images Converter app from streamlit cloud to Spaces
Upload a PDF and get a zip file of pages as PNGs or JPEGs, perfect for posts or decks
Hope it's useful!
melvindave/pdf-to-images
Moved my PDF to Images Converter app from streamlit cloud to Spaces
Upload a PDF and get a zip file of pages as PNGs or JPEGs, perfect for posts or decks
Hope it's useful!
melvindave/pdf-to-images