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[GH-ISSUE #9376] List of words to penalize during generation #31881

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opened 2026-04-22 12:39:36 -05:00 by GiteaMirror · 2 comments
GiteaMirror commented 2026-04-22 12:39:36 -05:00
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Originally created by @binarynoise on GitHub (Feb 26, 2025).
Original GitHub issue: https://github.com/ollama/ollama/issues/9376

I'd like to be able to provide the API with a list of tokens, words or short phrases that should be penalized during generation.
Penalizing stop tokens could encourage longer texts or prevent the LLM from abruptly stopping (yes, I've increased numPredict already, no, it's far away from that limit), remove buzzwords or just prevent them from thinking of the pink elephant.

Originally created by @binarynoise on GitHub (Feb 26, 2025). Original GitHub issue: https://github.com/ollama/ollama/issues/9376 I'd like to be able to provide the API with a list of tokens, words or short phrases that should be penalized during generation. Penalizing stop tokens could encourage longer texts or prevent the LLM from abruptly stopping (yes, I've increased `numPredict` already, no, it's far away from that limit), remove buzzwords or just prevent them from thinking of the pink elephant.
GiteaMirror added the feature request label 2026-04-22 12:39:36 -05:00
GiteaMirror commented 2026-04-22 12:39:38 -05:00
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@rick-github commented on GitHub (Feb 26, 2025):

Other than tuning the prompts, there's no mechanism for that at the moment.

Potentially relevant: https://github.com/ollama/ollama/issues/2415, https://github.com/ollama/ollama/issues/8110

<!-- gh-comment-id:2686264423 --> @rick-github commented on GitHub (Feb 26, 2025): Other than tuning the prompts, there's no mechanism for that at the moment. Potentially relevant: https://github.com/ollama/ollama/issues/2415, https://github.com/ollama/ollama/issues/8110
GiteaMirror commented 2026-04-22 12:39:39 -05:00
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@codelion commented on GitHub (Mar 5, 2025):

You can try using optillm - https://github.com/codelion/optillm in fact we recently implemented something similar for reasoning LLMs like deepseek r1 here - https://github.com/codelion/optillm/blob/main/optillm/thinkdeeper.py

<!-- gh-comment-id:2699686349 --> @codelion commented on GitHub (Mar 5, 2025): You can try using optillm - https://github.com/codelion/optillm in fact we recently implemented something similar for reasoning LLMs like deepseek r1 here - https://github.com/codelion/optillm/blob/main/optillm/thinkdeeper.py
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Reference: github-starred/ollama#31881
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