task-specific

Here are 4 public repositories matching this topic...

ziegler-ingo / CRAFT

[TACL, EMNLP 2025 Oral] Code, datasets, and checkpoints for the paper "CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and Augmentation"

question-answering summarization corpus-data data-augmentation synthetic-data fine-tuning synthetic-dataset-generation question-answer-generation task-specific summarization-dataset large-language-models instruction-tuning

Updated Dec 5, 2025
Python

Implementation of TSDS: Data Selection for Task-Specific Model Finetuning. An optimal-transport framework for selecting domain-specific and task-specific training data to improve LLM finetuning and instruction tuning.

nlp machine-learning research deep-learning nearest-neighbor-search transfer-learning optimal-transport domain-adaptation model-training data-selection fine-tuning domain-specific finetuning task-specific data-centric-ai large-language-models llm dataset-curation instruction-tuning

Updated Dec 25, 2024
Python

GISCheng / ST-LRP

Star

Codes and data for a published work "A method to evaluate task-specific importance of spatio-temporal units based on explainable artificial intelligence"

python deep-learning jupyter-notebook classification tensor ijgis geoai spatio-temporal-dependence task-specific

Updated Nov 12, 2020
Jupyter Notebook

michael-borck / loco-llm

Star

Enables building routed collections of task-specific language models with LoRA adapters that run on consumer hardware, routing queries to specialized models for improved performance without expensive API access.

routing jupyter-notebook teaching collaborative language-model fine-tuning consumer-hardware task-specific

Updated Aug 11, 2026
Python

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