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eienmojikiΒ 
posted an update 14 days ago
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1395
πŸ‘€ Introducing 2048 Game API: A RESTful API for the Classic Puzzle Game 🧩

I'm excited to share my latest project, 2048 Game API, a RESTful API that allows you to create, manage, and play games of 2048, a popular puzzle game where players slide numbered tiles to combine them and reach the goal of getting a tile with the value of 2048.

⭐ Features
Create new games with customizable board sizes (3-8)
Make moves (up, down, left, right) and get the updated game state
Get the current game state, including the board, score, and game over status
Delete games
Generate images of the game board with customizable themes (light and dark)

πŸ”— API Endpoints
POST /api/games - Create a new game
GET /api/games/:gameId - Get the current game state
POST /api/games/:gameId/move - Make a move (up, down, left, right)
DELETE /api/games/:gameId - Delete a game
GET /api/games/:gameId/image - Generate an image of the game board

🧩 Example Use Cases
- Create a new game with a 4x4 board:
curl -X POST -H "Content-Type: application/json" -d '{"size": 4}' http://localhost:3000/api/games

- Make a move up:
curl -X POST -H "Content-Type: application/json" -d '{"direction": "up"}' http://localhost:3000/api/games/:gameId/move

- Get the current game state:
curl -X GET http://localhost:3000/api/games/:gameId

πŸ’• Try it out!
- Demo: eienmojiki/2048
- Source: https://github.com/kogakisaki/koga-2048
- You can try out the API by running the server locally or using a tool like Postman to send requests to the API. I hope you enjoy playing 2048 with this API!

Let me know if you have any questions or feedback!

🐧 Mouse1 is our friend🐧
not-lainΒ 
posted an update about 1 month ago
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1835
ever wondered how you can make an API call to a visual-question-answering model without sending an image url πŸ‘€

you can do that by converting your local image to base64 and sending it to the API.

recently I made some changes to my library "loadimg" that allows you to make converting images to base64 a breeze.
πŸ”— https://github.com/not-lain/loadimg

API request example πŸ› οΈ:
from loadimg import load_img
from huggingface_hub import InferenceClient

# or load a local image
my_b64_img = load_img(imgPath_url_pillow_or_numpy ,output_type="base64" ) 

client = InferenceClient(api_key="hf_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx")

messages = [
	{
		"role": "user",
		"content": [
			{
				"type": "text",
				"text": "Describe this image in one sentence."
			},
			{
				"type": "image_url",
				"image_url": {
					"url": my_b64_img # base64 allows using images without uploading them to the web
				}
			}
		]
	}
]

stream = client.chat.completions.create(
    model="meta-llama/Llama-3.2-11B-Vision-Instruct", 
	messages=messages, 
	max_tokens=500,
	stream=True
)

for chunk in stream:
    print(chunk.choices[0].delta.content, end="")
Hev832Β 
posted an update 4 months ago
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1427
i today make Shadow Chat, that make you can Chat with Shadow the Hedgehog (i was just bored, so i make this lol)

try it now in:
Hev832/Shadow_Chat
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Blane187Β 
posted an update 4 months ago
not-lainΒ 
posted an update 5 months ago
Blane187Β 
posted an update 5 months ago
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1399
hello everyone, today I have been working on a project Blane187/rvc-demo, a demo of rvc using pip, this project is still a demo though (I don't have a beta tester lol)
not-lainΒ 
posted an update 5 months ago
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7698
I am now a huggingface fellow πŸ₯³
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not-lainΒ 
posted an update 6 months ago
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2662
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 πŸ€—

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

πŸ“– Happy reading !
not-lainΒ 
posted an update 6 months ago
not-lainΒ 
posted an update 7 months ago
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2077
It is with great pleasure I inform you that huggingface's ModelHubMixin reached 200+ models on the hub πŸ₯³

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 πŸ€—

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
πŸ”—blog about training models with the trainer API and using ModelHubMixin: https://huggingface.co./blog/not-lain/trainer-api-and-mixin-classes
πŸ”—GitHub repo with pip integration: https://github.com/not-lain/PyTorchModelHubMixin-template
πŸ”—basic guide: https://huggingface.co./posts/not-lain/884273241241808
Hev832Β 
posted an update 7 months ago
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2458
hello everyone, I've finished making a project for RVC Dataset Maker if you want to try the project you can try it below:
Hev832/RVC-Dataset-Maker

if you find any erors you can create New discussion πŸ‘€
  • 1 reply
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not-lainΒ 
posted an update 7 months ago
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1924
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 πŸ€—
πŸ“ŒPlace: huggingface discord server
πŸ”—Link : https://discord.gg/hugging-face-879548962464493619?event=1245406127668203541
  • 2 replies
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not-lainΒ 
posted an update 7 months ago
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1533
If you're a researcher or developing your own model πŸ‘€ 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 πŸš€

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")

not-lainΒ 
posted an update 8 months ago
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1128
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 πŸ€—
not-lainΒ 
posted an update 8 months ago
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1222
πŸ₯³celebrating 5K readers in one of my blog posts πŸ₯³
I came back with another one this time πŸ€“
in this blog you will learn πŸ“– :
* How to train custom AI models with the trainer API πŸš€
* integrate your AI models with HF using the mixin classes πŸ”₯

happy reading everyone πŸ€—
πŸ”—link: https://huggingface.co./blog/not-lain/trainer-api-and-mixin-classes
  • 2 replies
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not-lainΒ 
posted an update 8 months ago
not-lainΒ 
posted an update 8 months ago
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1781
πŸš€ just reached 3K+ readers on this blog post about RAG using only HFπŸ€— related tools in just a little over 1 week from publishing.

πŸ“ƒthe most interesting thing about it is that you can use the FAISS index in the datasets library to retrieve your most similar documents.

πŸ”—https://huggingface.co./blog/not-lain/rag-chatbot-using-llama3

Happy reading everyone ✨
not-lainΒ 
posted an update 8 months ago
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2290
πŸ”₯ **transformers** 4.40.0 is out πŸ”₯

βš™οΈ you can now push your custom pipelines easily to πŸ€—, allowing people to easily use your model in a more friendly, unified way.

πŸ€“ I already updated my blog to match the new feature https://huggingface.co./blog/not-lain/custom-architectures-with-huggingface.

πŸ“ƒA list of some repos that have custom pipelines :
* briaai/RMBG-1.4
* p1atdev/siglip-tagger-test-3
* sgugger/test-dynamic-pipeline