Best Programming Books to Read! #BigData #Analytics #DataScience #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #Java Script #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode
geni.us/Best-Program-B…

Data Engineering Courses! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #Java Script #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode
geni.us/Data-Engg-Spark

Cheat-Sheet! ChatGPT! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #Java Script #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode
geni.us/ChatGPT-Ch-She…

GPU Programming with Python! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #Java Script #GoLang #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode
geni.us/GPU-Programmin…

Free eBook: R for Data Analysis! PYOFLIFE.COM #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode
geni.us/R-for-Data-Ana…

YES!!!! TOOK 26 hours to make this happen: conditional D3PM implementation with pytorch. Let's accelerate discrete diffusion research!!! 👏I believe this is the only torch implementation of it out there!
Less than 400 LOC!
github.com/cloneofsimo/d3…
paper: arxiv.org/abs/2107.03006

We're excited to announce posteriors!

posteriors is an open-source Python library designed to make it as easy as possible to apply uncertainty quantification to deep learning models with PyTorch.

github.com/normal-computi…

Does an Entity Relationship Diagram makes sense for a simple PyTorch chatbot (Flask) app that answers customer inquiries? Can one still use an ERD to model such an interaction? It’s only User, Inquiry, Intents (tags, tags, patterns, potential responses) & 1 final response🧐

One of the YouTube videos I'm most proud. 730K people watched it🤯

Deep Learning With PyTorch - Full Course

However, it's 3 years old. Should I create a fresh one?

Brilliant work from PyTorch team on releasing torchtune ✨

Running fine-tuning with single command.

Single-GPU recipes expose a number of memory optimizations that aren't available in the distributed versions.

torchtune is built with extensibility and usability, focussing on…

Top Best Data Science Books to Read! #BigData #Analytics #DataScience #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #Java Script #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode
geni.us/Top-DScien-Boo…

Implemented LoRA in Pytorch and finetuned DistilBert on the IMDb reviews dataset by Stanford, the results are in the thread below

Nice PyTorch implementation of the landmark 'Infini-Transformer' paper in this repo. ✨

Instead of discarding the old key-value (KV) states like in standard attention, Infini-attention stores them in a compressive memory. When processing subsequent sequences, the values are…

A few new CUDA hacker friends joined the effort and now llm.c is only 2X slower than PyTorch (fp32, forward pass) compared to 4 days ago, when it was at 4.2X slower 📈

The biggest improvements were:
- turn on TF32 (NVIDIA TensorFLoat-32) instead of FP32 for matmuls. This is a…

11. Training Your First Embedding Model
Training an embedding model can start with pre-existing libraries like TensorFlow or PyTorch. Beginners can use these tools to experiment with custom embeddings, adjusting parameters and architectures to suit their specific needs and data.

Really excited to officially release torchtune: a PyTorch-native library for easily fine-tuning LLMs!

Code: github.com/pytorch/torcht…
Blog: pytorch.org/blog/torchtune…
Tutorials: pytorch.org/torchtune/stab…

[1/5]

RAG 基础数据质量处理组件 -- 自动发现数据问题并进行修复，提高数据质量和价值的 Cleanlab 开源，8.4K Star ⭐️

1. 支持任何数据，包括图片、文本、音频、表格等
2. 检测数据标注问题、改进、训练模型、价值提升💥
3. 支持任何框架或模型：OpenAI、HuggingFace、PyTorch

github.com/cleanlab/clean…

Instacart can bring you Coco Krispies & Banquet chicken, shh.
inst.cr/t/e409e953e
#BigData 👠 #Analytics #DataScience ⚾ #IoT #IIoT #PyTorch 🤢 #Python

Oh I was able to set up ROCm without any problems with Python and PyTorch and it's currently running a model all within hour and no problems so far.

Looks like AMD started to get their shit together?