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README.md
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![Vortex 3b](https://cdn-lfs-us-1.huggingface.co/repos/68/cb/68cb18839210e9d774c72c739ef72fb95cb03f6f857e6b5a2377406f2078e65a/04b4c8104a551ec9754fd1169842ee67c06ced0fb16569b5fca804c2068578e9?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27vortex%25203b.png%3B+filename%3D%22vortex+3b.png%22%3B&response-content-type=image%2Fpng&Expires=1711282309&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTcxMTI4MjMwOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmh1Z2dpbmdmYWNlLmNvL3JlcG9zLzY4L2NiLzY4Y2IxODgzOTIxMGU5ZDc3NGM3MmM3MzllZjcyZmI5NWNiMDNmNmY4NTdlNmI1YTIzNzc0MDZmMjA3OGU2NWEvMDRiNGM4MTA0YTU1MWVjOTc1NGZkMTE2OTg0MmVlNjdjMDZjZWQwZmIxNjU2OWI1ZmNhODA0YzIwNjg1NzhlOT9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSomcmVzcG9uc2UtY29udGVudC10eXBlPSoifV19&Signature=T0d7vhvs9DjdMClzOOEyJMVe4e33u7A-9VTvApC3lMQgW7GXt-hOACXDWDp2TQMv6WoxL7DmGBh-d2uXvGT-2Sqx%7EUcce2pxq1yqtkMEi7sf2WYSHtmaXrIWAiVF%7EPeidG1wRr8wfUY3qIjlKtMVJs7RGbzvAgyvhscazuqutIj37tlIjEcYUXYOuYZoqA3OhoXfpiawCvmXc%7EAul-bAWwAYx91BWvGw9fw4tv20wisJDsh6BV7HEWnV%7EYbXvCxxlZZ4BbcWrYDN%7EMRf48EElCacf5KMpDMbCa52rO-ZvXCWgap%7EzUaIemRSQ84rpgTlVKb--D3GL3pUwRroaiRF7A__&Key-Pair-Id=KCD77M1F0VK2B)
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**Model Overview**
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```python
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from transformers import pipeline
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# Initialize the pipeline
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pipe = pipeline("text-generation", model="OEvortex/vortex-3b")
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# Use the pipeline
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text = "Once upon a time"
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![Vortex 3b](https://cdn-lfs-us-1.huggingface.co/repos/68/cb/68cb18839210e9d774c72c739ef72fb95cb03f6f857e6b5a2377406f2078e65a/04b4c8104a551ec9754fd1169842ee67c06ced0fb16569b5fca804c2068578e9?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27vortex%25203b.png%3B+filename%3D%22vortex+3b.png%22%3B&response-content-type=image%2Fpng&Expires=1711282309&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTcxMTI4MjMwOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmh1Z2dpbmdmYWNlLmNvL3JlcG9zLzY4L2NiLzY4Y2IxODgzOTIxMGU5ZDc3NGM3MmM3MzllZjcyZmI5NWNiMDNmNmY4NTdlNmI1YTIzNzc0MDZmMjA3OGU2NWEvMDRiNGM4MTA0YTU1MWVjOTc1NGZkMTE2OTg0MmVlNjdjMDZjZWQwZmIxNjU2OWI1ZmNhODA0YzIwNjg1NzhlOT9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSomcmVzcG9uc2UtY29udGVudC10eXBlPSoifV19&Signature=T0d7vhvs9DjdMClzOOEyJMVe4e33u7A-9VTvApC3lMQgW7GXt-hOACXDWDp2TQMv6WoxL7DmGBh-d2uXvGT-2Sqx%7EUcce2pxq1yqtkMEi7sf2WYSHtmaXrIWAiVF%7EPeidG1wRr8wfUY3qIjlKtMVJs7RGbzvAgyvhscazuqutIj37tlIjEcYUXYOuYZoqA3OhoXfpiawCvmXc%7EAul-bAWwAYx91BWvGw9fw4tv20wisJDsh6BV7HEWnV%7EYbXvCxxlZZ4BbcWrYDN%7EMRf48EElCacf5KMpDMbCa52rO-ZvXCWgap%7EzUaIemRSQ84rpgTlVKb--D3GL3pUwRroaiRF7A__&Key-Pair-Id=KCD77M1F0VK2B)
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**Model Overview**
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Vortex-3b-v2 is an upgraded version of the Vortex-3b model ie. a 2.78 billion parameter causal language model created by OEvortex that was derived from EleutherAI's Pythia-2.8b and trained on 79% of uncensored-vortex dataset
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```python
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from transformers import pipeline
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# Initialize the pipeline
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pipe = pipeline("text-generation", model="OEvortex/vortex-3b-v2")
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# Use the pipeline
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text = "Once upon a time"
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