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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
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
The latest post mention was on 2024-04-16.
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 | |
|---|---|---|
| 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 |
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
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