feat: Add Evol instruct task #237
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| if "sorry" in output.lower() and len(output.split(" ")) < 80: | ||
| return | ||
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| # 3) The output only contains punctuation and stop words |
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the stopwords comment
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I don't think one of our current dependencies supports this.
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What dependency do you refer to?
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If we already by chance were downloading nltk we might have been able to re-use their logic. Sadly, we don't
…evol-instruct-task
… method and redirect to the original paper
davidberenstein1957
approved these changes
Jan 16, 2024
docs/technical-reference/tasks.md
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| !!! note | ||
| The original definition of `EvolInstruct` considers an elimination evolving step with different | ||
| situations to remove the responses considered as failures. Section 3.2, *Elimination Evolving* in [WizardLM paper](https://arxiv.org/abs/2304.12244) shows these steps. We have implemented steps 2-4 as part of this task, but not step one. If the user wants to tackle this, an example can be seen in the following script: [examples/pipeline-openai-wizardl-equal-prompts.py](../../examples/pipeline-evol-instruct-alpaca.py). |
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the wrong file is referenced here
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also mention more explicitly that it shows how to implement evaluation step 1 using distilabel please
davidberenstein1957
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Description
This PR adds a new text generation task: Evol-Instruct.
Closes #229