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controlled-generation

Here are 13 public repositories matching this topic...

360CVGroup / RelaCtrl

Efficient controlnet for DiTs

image-generation controlled-generation controlnet efficient-dit

Updated May 10, 2025
Python

Glaciohound / LM-Steer

Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)

language-model word-embedding controlled-generation

Updated Jul 13, 2025
Python

360CVGroup / PlanGen

Unified layout planning and image generation, ICCV2025

image-generation grounding controlled-generation layout-control

Updated Jan 19, 2026
Python

zjunlp / steer-target-atoms

[ACL 2025] Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms

natural-language-processing artificial-intelligence safety steering-behaviors sta large-language-models controlled-generation model-editing knowledge-editing acl2025 easyedit2

Updated Jun 4, 2025
Python

tehraninasab / sd-latent-traversal

[MIV-CVPR 2025] Official implementation of "Language-Guided Trajectory Traversal in Disentangled Stable Diffusion Latent Space for Factorized Medical Image Generation"

disentanglement diffusion-models controlled-generation stable-diffusion generative-ai genai

Updated Jan 27, 2026
Jupyter Notebook

chigwell / textract-io

A new package designed to facilitate structured extraction of key information from scientific or factual text inputs, enabling precise summaries, data extraction, or categorization based on user promp

information-retrieval pattern-matching text-processing controlled-generation structured-data-extraction data-categorization llm-integration precise-summaries factual-text-analysis multimedia-text-extraction concise-output-generation nlp-package regex-extraction retries-for-accuracy

Updated Dec 21, 2025
Python

GouruRK / enveloppe-convexe

Generation of convex hull object.

c convex-hull controlled-generation

Updated Sep 17, 2023
C

miozilla / sdkgenai

sdkgenai 🛠️🔃📦 : Gen AI SDK # Model Parameters # Safety Filters # Multi-turn Chat # Content Streaming # Asynchronous Requests # Token Counting # Context Caching # Function Calling # Batch Prediction # Text Embeddings

api seed prompt temperature top-k parameter penalty multimodal batch-inference vertex-ai top-p controlled-generation gemini-2-5-flash system-instructions safety-ratings

Updated Jan 12, 2026
Jupyter Notebook

cosmic4dev / AEGIS

Exploratory framework for span-guided multilingual text detoxification across English, Chinese, and Korean.

evaluation hate-speech multilingual-nlp llm controlled-generation detoxification

Updated Sep 14, 2026
Python

SherzodNorboboyev / length_control_summarization

nlp evaluation pytorch bart summarization rouge huggingface controlled-generation

Updated Nov 24, 2025
Python

cosmic4dev / span-guided-detoxification

Code for studying when harmful-span guidance helps or hurts the toxicity-meaning trade-off in text detoxification.

nlp evaluation llm controlled-generation detoxification harmful-content

Updated Sep 14, 2026
Python

jui1ee / Adaptive_Learning_Platform

Adaptive quiz generation from PDFs using interpretable NLP, grounded LLMs, and deep knowledge tracing.

nlp deep-learning adaptive-learning interpretable-ai grounded-generation deep-knowledge-tracing llm controlled-generation

Updated May 3, 2026
Python

chaewon-research / transition-preserving-state-tracking

Controlled generation and transition-preserving state tracking for multi-turn structured interfaces.

controlled-generation state-tracking structured-interfaces llm-interfaces

Updated Aug 20, 2026

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