Here is the free version of the book Deep Learning for Coders with fastai and PyTorch that helps you with. → Deep Learning basics and Implementing the algorithms from scratch
→ Training models in computer vision, NLP and much more. Save this! http://
github.com/fastai/fastbook
OPEN SOURCE
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Free Deep Learning Book: FastAI and PyTorch Fundamentals
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MOSS: Not a True Chinese ChatGPT Equivalent Despite Comparisons
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Per the Fudan University researchers who built MOSS, it's not a true Chinese equivalent to ChatGPT. It's trained on a fraction of the data and performs poorly in Chinese. Interesting to see them still compare it to ChatGPT though. The hype is real. https://
txsun1997.github.io/blogs/moss.html -
CarperAI trlX enables open-source RLHF model training at scale
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CarperAI is doing great work lowering the barrier for RLHF training (i.e. training ChatGPT-like models). The latest release of their trlX library includes this great example, showing how to train RLHF models at scale with an open-source dataset! https://
x.com/synth_labs/sta
/synth_labs/status/1628544125120430081
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Open Source Solution Replicates ChatGPT Training Process Efficiently
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Open Source Solution Replicates ChatGPT Training Process! Ready To Go With Only 1.6GB GPU Memory And Gives You 7.73 Times Faster Training! https://
syncedreview.com/2023/02/22/ope
n-source-solution-replicates-chatgpt-training-process-ready-to-go-with-only-1-6gb-gpu-memory-and-gives-you-7-73-times-faster-training/
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SantaCoder Fine-tuning Scripts for Code Generation Models
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Do check out @LoubnaBenAllal1
’s fine-tuning scripts for SantaCoder – https://
github.com/loubnabnl/sant
acoder-finetuning
… You should be able to fine-tune CodeGen, InCoder, etc with minimal changes -
AWS Partnership to Accelerate Open-Source Machine Learning Availability
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Today we are excited to announce a new partnership with @awscloud
! Together, we will accelerate the availability of open-source machine learning Read the post -
ControlNet advances in Stable Diffusion ecosystem
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¡Lo de ControlNet es una pasada! Esta semana hablaremos de ello y otros avances que han llegado al ecosistema Stable Diffusion que son súper interesantes.
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Building a ChatGPT-like Chatbot with Langchain and Steamship
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The goal is to build a simple chatbot like ChatGPT which can answer to specific questions Tech stack required 1. Langchain AI: Python package that provides a lots of integrations with tools like Open AI, HF and also end-to-end chains for diff applications 2. Steamship