Looking to get started with Natural Language Processing? This Course from Hugging Face is a good deep dive into NLP using these powerful Hugging Face libraries – Transformers
– Datasets
– Tokenizers
– Accelerate Check this out http://
huggingface.co/course
@sumanth_077
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Getting Started with Natural Language Processing: Hugging Face Course Guide
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Daily Python, Machine Learning and Language Models Simplified
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That's it. Every day, I share and simplify complex concepts around Python, Machine Learning & Language Models. Follow me → @Sumanth_077 to ensure you don't miss that. Like/RT the first tweet to support my work and help this reach more people.
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Colossal AI Team Blog on ChatGPT Implementation
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Checkout the blog by the Colossal AI Team on the same: https://
hpc-ai.tech/blog/colossal-
ai-chatgpt
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Colossal AI Achieves 50% GPU Resource Savings vs Megatron-LM
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Here is the another example of a 50% save of GPU Resources in training GPT-3 by Colossal AI compared to Megatron-LM from Nvidia
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Colossal AI: Distributed Training for Large Language Models with GPU Efficiency
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Colossal AI is an Open Source project for distributed training of Large AI Models. With this you just need 1.6GB of GPU memory, and can get 7.73x acceleration in the training process of ChatGPT. Checkout the code: http://
github.com/hpcaitech/Colo
ssalAI/tree/main/applications/ChatGPT
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Open Source ChatGPT Training Replication 7.73x Faster
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Open Source solution to replicate ChatGPT training process This implementation from Colossal AI is 7.73x faster than the actual training of ChatGPT:
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Daily Python, Machine Learning & Language Models Tutorials
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That's it. Every day, I share tutorials and simplify complex topics around Python, Machine Learning & Language Models. Follow me → @Sumanth_077 to ensure you don't miss that. Like/RT the first tweet to support my work and help this reach more people.
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Leveraging Pre-trained NLP Models with MindsDB in Databases
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That's how you can leverage the pre trained Models from HF and Open AI to build NLP Applications right inside your DB. MindsDB is Open Source, checkout the Github Repo here: https://
github.com/mindsdb/mindsdb -
Wait for HF Model Setup Completion Before Classification
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Once you set up the HF Model wait until the Status is "completed" Now use the model to classify the Text.