Text Generation
PEFT
lora
trl
naming
brand-generation
controllable-generation
File size: 1,540 Bytes
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cff-version: 1.2.0
title: "Nomen-AI: Controllable Cross-Lingual Morpho-Phonetic Name Synthesis"
message: "If you use Nomen-AI, please cite this repository and the underlying methods listed in RESEARCH.md."
type: software
authors:
  - family-names: "krystv"
repository-code: "https://huggingface.co/krystv/nomen-ai"
url: "https://huggingface.co/krystv/nomen-ai"
license: "Apache-2.0"
keywords:
  - controllable-generation
  - brand-generation
  - naming
  - lora
  - dpo
  - trl
  - morpho-phonetic-synthesis
references:
  - type: article
    title: "CTRL: A Conditional Transformer Language Model for Controllable Generation"
    authors:
      - family-names: "Keskar"
        given-names: "Nitish Shirish"
    year: 2019
    url: "https://arxiv.org/abs/1909.05858"
  - type: article
    title: "Direct Preference Optimization: Your Language Model is Secretly a Reward Model"
    authors:
      - family-names: "Rafailov"
        given-names: "Rafael"
    year: 2023
    url: "https://arxiv.org/abs/2305.18290"
  - type: article
    title: "A Contrastive Framework for Neural Text Generation"
    authors:
      - family-names: "Su"
        given-names: "Yixuan"
    year: 2022
    url: "https://arxiv.org/abs/2202.06417"
  - type: article
    title: "Contrastive Search Is What You Need For Neural Text Generation"
    year: 2022
    url: "https://arxiv.org/abs/2210.14140"
  - type: article
    title: "Turning Up the Heat: Min-p Sampling for Creative and Coherent LLM Outputs"
    year: 2024
    url: "https://arxiv.org/abs/2407.01082"