[Docs] Add 4-bit serialization docs
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younesbelkada
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Docs] Add 4-bit serialization docs
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The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update. |
stevhliu
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Dec 21, 2023
docs/source/en/quantization.md
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| @@ -468,6 +468,10 @@ Try 4-bit quantization in this [notebook](https://colab.research.google.com/driv | |||
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| This section explores some of the specific features of 4-bit models, such as changing the compute data type, using the Normal Float 4 (NF4) data type, and using nested quantization. | |||
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| #### Push 4-bit models on the Hub | |||
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| If you have `bitsandbytes>=0.41.3`, you can serialize 4-bit models and push them on Hugging Face Hub. Simply call `model.push_to_hub()` after loading it in 4-bit precision. | |||
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Thanks for the update! I think it would be nicer to include this here so it parallels the 8-bit section :)
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AH thanks! good point, will do it now
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Done, maybe it is a bit repetitive, lmk what do you think!
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Nice, and then we can remove the #### Push 4-bit models on the Hub section so its not as repetitive
amyeroberts
approved these changes
Dec 21, 2023
staghado
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to staghado/transformers
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Jan 15, 2024
* add 4-bit serialization docs * up * up
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What does this PR do?
Follow up work from: #26037
Adds few lines in the documentation about serializing 4-bit models on the Hub
cc @amyeroberts @stevhliu