Image-based search engine
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LAin
not-lain
AI & ML interests
custom AI models with HF integration, multimodal rag and open-source software
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not-lain's activity
posted
an
update
4 days ago
Post
1796
I have finished writing a blogpost about building an image-based retrieval system, This is one of the first-ever approaches to building such a pipeline using only open-source models/libraries 🤗
You can checkout the blogpost in https://huggingface.co/blog/not-lain/image-retriever and the associated space at not-lain/image-retriever .
✨ If you want to request another blog post consider letting me know down below or you can reach out to me through any of my social media
📖 Happy reading !
You can checkout the blogpost in https://huggingface.co/blog/not-lain/image-retriever and the associated space at not-lain/image-retriever .
✨ If you want to request another blog post consider letting me know down below or you can reach out to me through any of my social media
📖 Happy reading !
nice work @alex-abb keep it up ✨
could you fix the generated code ?
posted
an
update
10 days ago
Post
1165
Hello beautiful people.
I wanted to thank everyone that read my blogpost and I am glad to share that we have achieved 11000 readers 🥳
I couldn't have done this without you, so once again thanks a lot everyone for the support 💖
If you haven't already you can read my blog post at: https://huggingface.co/blog/not-lain/rag-chatbot-using-llama3
I wanted to thank everyone that read my blogpost and I am glad to share that we have achieved 11000 readers 🥳
I couldn't have done this without you, so once again thanks a lot everyone for the support 💖
If you haven't already you can read my blog post at: https://huggingface.co/blog/not-lain/rag-chatbot-using-llama3
replied to
nroggendorff's
post
10 days ago
@MrFoots
it is the compute resources they currently possess, you can add yours to your profile by going to the https://huggingface.co/settings/local-apps and adding yours
loved it ❤️❤️
Loved it ❤️
replied to
dvilasuero's
post
22 days ago
This is epic !
nice work @alvdansen , really loved it ❤️
posted
an
update
about 1 month ago
Post
1984
It is with great pleasure I inform you that huggingface's ModelHubMixin reached 200+ models on the hub 🥳
ModelHubMixin is a class developed by HF to integrate AI models with the hub with ease and it comes with 3 methods :
* save_pretrained
* from_pretrained
* push_to_hub
Shoutout to @nielsr , @Wauplin and everyone else on HF for their awesome work 🤗
If you are not familiar with ModelHubMixin and you are looking for extra resources you might consider :
* docs: https://huggingface.co/docs/huggingface_hub/main/en/package_reference/mixins
🔗blog about training models with the trainer API and using ModelHubMixin: https://huggingface.co/blog/not-lain/trainer-api-and-mixin-classes
🔗GitHub repo with pip integration: https://github.com/not-lain/PyTorchModelHubMixin-template
🔗basic guide: https://huggingface.co/posts/not-lain/884273241241808
ModelHubMixin is a class developed by HF to integrate AI models with the hub with ease and it comes with 3 methods :
* save_pretrained
* from_pretrained
* push_to_hub
Shoutout to @nielsr , @Wauplin and everyone else on HF for their awesome work 🤗
If you are not familiar with ModelHubMixin and you are looking for extra resources you might consider :
* docs: https://huggingface.co/docs/huggingface_hub/main/en/package_reference/mixins
🔗blog about training models with the trainer API and using ModelHubMixin: https://huggingface.co/blog/not-lain/trainer-api-and-mixin-classes
🔗GitHub repo with pip integration: https://github.com/not-lain/PyTorchModelHubMixin-template
🔗basic guide: https://huggingface.co/posts/not-lain/884273241241808
@m-ric
really nice video, also I really loved the blogpost.
Thanks a lot 🤗
replied to
their
post
about 1 month ago
Thanks @Taylor658 🤗
posted
an
update
about 1 month ago
Post
1882
I will be delivering an introductory coding session this Sunday 7Pm gmt+1 time about huggingface, if you are new to HF and don't know where to begin, you are welcome to join us 🤗
📌Place: huggingface discord server
🔗Link : https://discord.gg/hugging-face-879548962464493619?event=1245406127668203541
📌Place: huggingface discord server
🔗Link : https://discord.gg/hugging-face-879548962464493619?event=1245406127668203541
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- 2 replies
@lunarflu don't forget HF unwrapped too, similar to what GitHub, Reddit and other websites do, would be fun to have
replied to
hakunamatata1997's
post
about 2 months ago
@hakunamatata1997 , some people (including me) sometimes think that an AI is unfit for public use (for example failing the toxicity test) therefore, it is not recommended to keep them.
posted
an
update
about 2 months ago
Post
1494
If you're a researcher or developing your own model 👀 you might need to take a look at huggingface's ModelHubMixin classes.
They are used to seamlessly integrate your AI model with huggingface and to save/ load your model easily 🚀
1️⃣ make sure you're using the appropriate library version
2️⃣ inherit from the appropriate class
4️⃣ push the model to the hub (or use save_pretrained method to save locally)
5️⃣ Load and initialize the model from the hub using the original class
They are used to seamlessly integrate your AI model with huggingface and to save/ load your model easily 🚀
1️⃣ make sure you're using the appropriate library version
pip install -qU "huggingface_hub>=0.22"2️⃣ inherit from the appropriate class
from huggingface_hub import PyTorchModelHubMixin
from torch import nn
class MyModel(nn.Module,PyTorchModelHubMixin):
def __init__(self, a, b):
super().__init__()
self.layer = nn.Linear(a,b)
def forward(self,inputs):
return self.layer(inputs)
first_model = MyModel(3,1)4️⃣ push the model to the hub (or use save_pretrained method to save locally)
first_model.push_to_hub("not-lain/test")5️⃣ Load and initialize the model from the hub using the original class
pretrained_model = MyModel.from_pretrained("not-lain/test")
posted
an
update
about 2 months ago
Post
1101
I'm looking for open-source image embedding models for RAG applications and/or multimodel embedding models if they exist in the first place.
if you have any extra resources about using, creating, or finetuning them feel free to share them below 🤗
if you have any extra resources about using, creating, or finetuning them feel free to share them below 🤗
reel
replied to
their
post
about 2 months ago
thank you sooooo much ❤️❤️
posted
an
update
about 2 months ago
Post
1195
🥳celebrating 5K readers in one of my blog posts 🥳
I came back with another one this time 🤓
in this blog you will learn 📖 :
* How to train custom AI models with the trainer API 🚀
* integrate your AI models with HF using the mixin classes 🔥
happy reading everyone 🤗
🔗link: https://huggingface.co/blog/not-lain/trainer-api-and-mixin-classes
I came back with another one this time 🤓
in this blog you will learn 📖 :
* How to train custom AI models with the trainer API 🚀
* integrate your AI models with HF using the mixin classes 🔥
happy reading everyone 🤗
🔗link: https://huggingface.co/blog/not-lain/trainer-api-and-mixin-classes
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- 2 replies
I see you're using the image slider component too, nice work ❤️❤️
Nice work @abhishek ✨
posted
an
update
2 months ago
Post
1751
🚀 just reached 3K+ readers on this blog post about RAG using only HF🤗 related tools in just a little over 1 week from publishing.
📃the most interesting thing about it is that you can use the FAISS index in the datasets library to retrieve your most similar documents.
🔗https://huggingface.co/blog/not-lain/rag-chatbot-using-llama3
Happy reading everyone ✨
📃the most interesting thing about it is that you can use the FAISS index in the datasets library to retrieve your most similar documents.
🔗https://huggingface.co/blog/not-lain/rag-chatbot-using-llama3
Happy reading everyone ✨
replied to
VictorSanh's
post
2 months ago
Did anyone say HF?
literally on 🔥
Nice work 🥳🥳
replied to
HeshamHaroon's
post
2 months ago
nope it's not a bug, the posts feature is now open for everyone
posted
an
update
2 months ago
Post
2262
🔥 **transformers** 4.40.0 is out 🔥
⚙️ you can now push your custom pipelines easily to 🤗, allowing people to easily use your model in a more friendly, unified way.
🤓 I already updated my blog to match the new feature https://huggingface.co/blog/not-lain/custom-architectures-with-huggingface.
📃A list of some repos that have custom pipelines :
* briaai/RMBG-1.4
* p1atdev/siglip-tagger-test-3
* sgugger/test-dynamic-pipeline
⚙️ you can now push your custom pipelines easily to 🤗, allowing people to easily use your model in a more friendly, unified way.
🤓 I already updated my blog to match the new feature https://huggingface.co/blog/not-lain/custom-architectures-with-huggingface.
📃A list of some repos that have custom pipelines :
* briaai/RMBG-1.4
* p1atdev/siglip-tagger-test-3
* sgugger/test-dynamic-pipeline
x3 download speed in HfFileSystem = 🔥🚀
I also really loved using the PyTorchModelHubMixin class 🤗🤗
try adding labels parameter to the forward function in my version of of the RMBG-1.4 model in here https://huggingface.co/not-lain/CustomCodeForRMBG/blob/main/briarmbg.py#L392, this should allow the model to be finetuned easily using the trainer API.
find out more about the labels parameter in this documentation :
https://huggingface.co/docs/transformers/custom_models#writing-a-custom-model
it should look somethind like this :
any open contributions are welcome.
Made a little contribution and it is now easier than ever to use the model via the transformers library
all you have to do is use the following code to access the model :
checkout more details in this pull request : https://huggingface.co/briaai/RMBG-1.4/discussions/9
or like make it a badge in their profiles if they exceed 100 contributions, could be a nice motive for people to make them engage more in the hub
maybe 🧙♀️🧙♂️ for open sorcerers out there
leaving this for future readers, huggingface has a really nice documentation about RAG which i highly recommend reading if you're interested about using them. It incorporates clear examples and neatly formatted code :
https://huggingface.co/docs/transformers/model_doc/rag
we're actually an anime/meme group and i made this community for AI + anime related stuff \(￣︶￣*\))
@Tonic
we just reached 300000 members yerterday on FB 🥳🥳