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
OPEN SOURCE
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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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SambaNova Suite Delivers Enterprise Generative AI Models
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VIDEO: Introducing the new SambaNova Suite. Delivering the most accurate pre-trained and open-source generative AI models for enterprise.
— SambaNova (@SambaNovaAI) 28 février 2023
Read the full release at: https://t.co/d0FicZKjnV#EnterpriseAI #GenerativeAI pic.twitter.com/4uyn6aJL6AVIDEO: Introducing the new SambaNova Suite. Delivering the most accurate pre-trained and open-source generative AI models for enterprise. Read the full release at: https://
sambanova.ai/press/sambanov
a-delivers-generative-ai-capabilities-to-the-enterprise/
… #EnterpriseAI #GenerativeAI -
SambaNova Suite Launches Generative AI for Enterprise
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PRODUCT RELEASE: Introducing the new SambaNova Suite. Delivering the most accurate pre-trained and open-source generative AI models for enterprises. https://
sambanova.ai/press/sambanov
a-delivers-generative-ai-capabilities-to-the-enterprise/
… #GenerativeAI #EnterpriseAI -
Hugging Face Models and Open Source Importance
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You should look into @huggingface models and keep things open source
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Meta Advances AI Race With LLaMA Foundation Language Model
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Meta Heats Up the AI Race With Their State-Of-The-Art Foundation Language Model LLaMA
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Ludwig 0.7 Released with Computer Vision and LLM Improvements
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Ludwig 0.7 is live! The new release is packed with features incl: Expanded support for pretrained #computervision models Fully customizable image augmentation pipelines 50x faster tuning of #largelanguagemodels and more! https://
pbase.ai/Ludwig07 #opensource #ML -
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 -
Creating a Text Sentiment Classifier with Hugging Face
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Now, here is the most important part of getting the pre-trained model either from Hugging Face or Open AI. Let's create a text sentiment classifier using Hugging Face. For that get the model from HF and apply the Sentiment Analysis to the review Table