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Top 23 Python Pytorch Projects
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Project mention: Show HN: I made an app to use local AI as daily driver | news.ycombinator.com | 2024-02-27
* LLaVA model: I'll add more documentation. You are right Llava could not generate images. For image generation I don't have immediate plans, but checkout these projects for local image generation.
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Most of this tutorial is based on Hugging Face course about Transformers and on Niels Rogge's Transformers tutorials: make sure to check their work and give them a star on GitHub, if you please ❤️
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After setting the variables for the environment, the next step is to install dependencies. To use Gemma, KerasNLP is the dependency used. KerasNLP is a collection of natural language processing (NLP) models implemented in Keras and runnable on JAX, PyTorch, and TensorFlow.
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Ref https://www.youtube.com/watch?v=0GwnxFNfZhM https://github.com/ultralytics/yolov5 https://dev.to/gfstealer666/kaaraich-yolo-alkrithuemainkaartrwcchcchabwatthu-object-detection-3lef https://www.kaggle.com/datasets/devdgohil/the-oxfordiiit-pet-dataset/data
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Project mention: Ask HN: What is the state of the art in AI photo enhancement? | news.ycombinator.com | 2024-01-24
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MockingBird
🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Project mention: Can we discuss MLOps, Deployment, Optimizations, and Speed? | /r/LocalLLaMA | 2023-12-06DeepSpeed can handle parallelism concerns, and even offload data/model to RAM, or even NVMe (!?) . I'm surprised I don't see this project used more.
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ComfyUI
The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.
Project mention: ComflowySpace: An open-source version of better ComfyUI | news.ycombinator.com | 2024-03-08The non standard licensing puts me off in contributing or using this. It is frustrating how the phrase opensource has been diluted in the AI/ML community. ComfyUI has a GPL license [1] while this project uses this [2]. I honestly don't know where I stand since this is a legal document using non-standard phrasing to describe how the rights around the source code.
This is a project that uses a custom license with less rights provided than the ComfyUI project it self-describes as improving. Am not sure the title is reflective of the project.
[1] - https://github.com/comfyanonymous/ComfyUI/blob/master/LICENS...
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Ray
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
22. Ray | Github | tutorial
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pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
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Project mention: OpenAI deems its voice cloning tool too risky for general release | news.ycombinator.com | 2024-03-31
lol this marketing technique is getting very old. https://github.com/coqui-ai/TTS is already amazing and open source.
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pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
Project mention: Lightning AI Studios – A persistent GPU cloud environment | news.ycombinator.com | 2023-12-14 -
Real-ESRGAN
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
Project mention: AI-Powered Nvidia RTX Video HDR Transforms Standard Video into HDR Video | news.ycombinator.com | 2024-01-24It's not exactly what you're after, as it's anime specific and you need to process the video yourself (eg disassemble to frames, run the upscaler, then assemble back to a movie file), but Real-ESRGAN is really good:
https://github.com/xinntao/Real-ESRGAN/
It's pretty brilliant for cleaning up very old, low resolution anime.
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JARVIS
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
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Project mention: The CEO of Ultralytics (yolov8) using LLMs to engage with commenters on GitHub | news.ycombinator.com | 2024-02-12
Yep, I noticed this a while ago. It posts easily identifiable ChatGPT responses. It also posts garbage wrong answers which makes it worse than useless. Totally disrespectful to the userbase.
https://github.com/ultralytics/ultralytics/issues/5748#issue...
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diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.
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Click to Learn more...
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EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
Project mention: Leveraging GPT-4 for PDF Data Extraction: A Comprehensive Guide | dev.to | 2023-12-27PyTesseract Module [ Github ] EasyOCR Module [ Github ] PaddlePaddle OCR [ Github ]
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d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Python Pytorch related posts
- AI enthusiasm #6 - Finetune any LLM you want💡
- จำแนกสายพันธ์ุหมากับแมวง่ายๆด้วยYoLoV5
- Getting Started with Gemma Models
- Zephyr 141B, a Mixtral 8x22B fine-tune, is now available in Hugging Chat
- IOPaint: Image inpainting tool powered by SOTA. Erase and replace objects/people
- Show HN: Sonauto – a more controllable AI music creator
- Hugging Face reverts the license back to Apache 2.0
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A note from our sponsor - InfluxDB
www.influxdata.com | 18 Apr 2024
Index
What are some of the best open-source Pytorch projects in Python? This list will help you:
Project | Stars | |
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1 | stable-diffusion-webui | 128,662 |
2 | transformers | 124,115 |
3 | Keras | 60,854 |
4 | Real-Time-Voice-Cloning | 50,652 |
5 | yolov5 | 46,565 |
6 | GFPGAN | 34,465 |
7 | MockingBird | 33,736 |
8 | DeepSpeed | 32,447 |
9 | ComfyUI | 31,837 |
10 | Ray | 30,879 |
11 | pytorch-image-models | 29,556 |
12 | fairseq | 29,160 |
13 | pytorch-tutorial | 29,044 |
14 | TTS | 28,959 |
15 | mmdetection | 27,658 |
16 | pytorch-lightning | 26,727 |
17 | Real-ESRGAN | 25,886 |
18 | JARVIS | 22,974 |
19 | ultralytics | 22,289 |
20 | diffusers | 22,289 |
21 | pytorch-CycleGAN-and-pix2pix | 21,904 |
22 | EasyOCR | 21,795 |
23 | d2l-en | 21,564 |