[Doc] Improve docs #91
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lvwerra
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Jan 18, 2023
docs/source/trainer.mdx
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| # Trainer | |||
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| At TRL we plan to release several RLHF algorithms, we started our journey with PPO (Proximal Policy Optimisation) with an implementation that largely follows the structure introduced in the paper "Fine-Tuning Language Models from Human Preferences" by D. Ziegler et al. [[paper](https://arxiv.org/pdf/1909.08593.pdf), [code](https://github.com/openai/lm-human-preferences)]. | |||
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Since adding new algorithms is not on the roadmap at the moment maybe let's just focus on PPO :)
We could also add a sentence or two about the classes. E.g. that they are inspired/influence by the transformers.Trainer and are adapted to RL.
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Thanks! Adapted the text in da456cf
Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>
lvwerra
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Jan 18, 2023
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Add the following on the documentation
API
AutoModelForCausalLMWithValueHead&PreTrainedModelWrapper)PPOTrainer&PPOConfig)