Steven Liu

[docs] Conceptual overview of prompting methods

1

Adds a brief conceptual overview of the various soft prompting methods.

[docs] int8 training

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Moves the int8 training for multilingual ASR [notebook](https://github.com/huggingface/peft/blob/main/examples/int8_training/peft_bnb_whisper_large_v2_training.ipynb) to the docs.

[docs] Quicktour update

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This PR updates the quicktour a bit to summarize the most important things about the library: - adds some more context about why 🤗 PEFT is important and what it...

[WIP-docs] Accelerate scripts

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This PR explores what a separate section for the Accelerate integrations (DeepSpeed + FSDP) could look like. The main parts I wanted to focus on are: - generalize the DeepSpeed...

[i18n-es] Translating docs to Spanish

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Hi! Let's bring the documentation to all the Spanish-speaking community 🌐 Who would want to translate? Please follow the 🤗 [TRANSLATING guide](https://github.com/huggingface/transformers/blob/main/docs/TRANSLATING.md). Here is a list of the files ready...

[docs] LLM inference

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This PR creates a lightweight LLM inference optimization guide focused on just providing a brief explanation and copy/paste-able code examples so users can instantly get going without necessarily needing to...

[docs] Install from source

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From an internal discussion, it may make more sense to split off compilation instructions into it's own section because it's pretty much the same on Linux/Windows, and so we can...

[docs] FSDP-QLoRA

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This PR describes how bnb supports FSDP-QLoRA - mainly through the selectable quantization storage parameter - and provides code examples for setting up training with Transformers/PEFT/TRL. The docs are fairly...

[docs] Community pipelines

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This PR combines the "Community pipelines", "Load community pipelines and components", and "Contribute a community pipeline" docs together to make it easier to find everything about community pipelines on one...

[docs] LCM

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Refactors the LCM and LCM-LoRA docs together because their usage is so similar it is redundant/harder to navigate to have separate pages for them. todo: - [x] add LCM-LoRA