YAYI 2 是中科闻歌研发的新一代开源大语言模型,采用了超过 2 万亿 Tokens 的高质量、多语言语料进行预训练。(Repo for YaYi 2 Chinese LLMs)
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Apr 7, 2024 - Python
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pretrained-language-model
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Foundation Architecture for (M)LLMs
machine-learning natural-language-processing translation computer-vision transformer speech-processing multimodal pretrained-language-model
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Apr 11, 2024 - Python
A curated list of pretrained sentence and word embedding models
nlp awesome natural-language word-embeddings awesome-list pretrained-models unsupervised-learning embedding-models language-model bert cross-lingual wordembedding sentence-embeddings pretrained-embedding sentence-representations contextualized-representation pretrained-language-model subword-models
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Apr 23, 2021 - Python
An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks
natural-language-processing pretrained-language-model prompt-tuning p-tuning parameter-efficient-learning
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Nov 16, 2023 - Python
A plug-and-play library for parameter-efficient-tuning (Delta Tuning)
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Sep 19, 2024 - Python
Summarization Papers
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Jul 15, 2023 - TeX
中文法律LLaMA (LLaMA for Chinese legel domain)
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Aug 28, 2024 - Python
word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding
information-retrieval text-classification word2vec text-generation information-extraction knowledge-graph network-embedding sequence-labeling dialogue-systems sentence2vec machine-reading-comprehension pretrained-language-model
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Jan 11, 2021 - OpenEdge ABL
Code associated with the Don't Stop Pretraining ACL 2020 paper
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Nov 15, 2021 - Python
Live Training for Open-source Big Models
nlp natural-language-processing deep-learning natural-language-generation natural-language-understanding multi-task-learning pretrained-language-model parameter-efficient-learning
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May 30, 2023 - Python
Papers and Datasets on Instruction Tuning and Following. ✨✨✨
prompt survey awesome-list datasets instruction paper-list pretrained-language-model in-context-learning large-language-models instruction-tuning instruction-learning
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Apr 4, 2024 - Python
The official repository of the dots.llm1 base and instruct models proposed by rednote-hilab.
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Aug 20, 2025
ACL'2023: DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models
text-generation bert diffusion-models pretrained-language-model conditional-generation unconditional-generation
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Feb 17, 2024 - Python
MWPToolkit is an open-source framework for math word problem(MWP) solvers.
deep-learning pytorch sequence-to-sequence pretrained-language-model graph-to-tree sequence-to-tree math-word-problem
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Sep 28, 2022 - Python
[NeurIPS 2023] This is the code for the paper `Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias`.
natural-language-processing text-classification zero-shot-learning pretrained-language-model training-data-generation attributed-text data-centric-ai large-language-models
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Nov 2, 2023 - Python
[ACM Computing Surveys 2025] This repository collects awesome survey, resource, and paper for Lifelong Learning with Large Language Models. (Updated Regularly)
incremental-learning lifelong-learning continual-learning pretrained-language-model large-language-models
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May 30, 2025
EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.
nlp review natural-language-processing paper survey awesome-list continual-learning refreshing pretrained-language-model large-language-models llm llms knowledge-editing retrieval-augmented-generation update-llm
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Dec 12, 2023
Worth-reading papers and related resources on attention mechanism, Transformer and pretrained language model (PLM) such as BERT. 值得一读的注意力机制、Transformer和预训练语言模型论文与相关资源集合
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Mar 27, 2021
The official code for "TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting (ICLR 2024)". TEMPO is one of the very first open source Time Series Foundation Models for forecasting task v1.0 version.
time-series transformers transformer forecasting gpt pretrained-models forecasting-models time-series-analysis pretrained-language-model forecasting-time-series transformers-models foundation-models
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Feb 23, 2025 - Python
[NeurIPS 2021] COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining
natural-language-processing deep-learning transformers representation-learning language-model natural-language-understanding pretraining pretrained-language-model contrastive-learning
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Jul 25, 2023 - Python
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