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Collections

Discover the best community collections!

Collections trending this week

Evolutionary Algorithms

Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers

Paper • 2309.08532 • Published Sep 15, 2023 • 53
Evolution through Large Models

Paper • 2206.08896 • Published Jun 17, 2022 • 1

Text to Text Generation

pszemraj/long-t5-tglobal-base-16384-book-summary

Summarization • 0.2B • Updated Dec 29, 2025 • 478 • 136
facebook/bart-large-cnn

Summarization • 0.4B • Updated Feb 13, 2024 • 1.35M • • 1.64k
google/long-t5-tglobal-base

Updated Jan 24, 2023 • 19.4k • 51

TheBloke/Llama-2-7B-Chat-GGUF

Text Generation • 7B • Updated Oct 14, 2023 • 74.1k • 518

Prospective Models

Xenova/text-embedding-ada-002

Updated Aug 18, 2025 • 79
thenlper/gte-large

Sentence Similarity • 0.3B • Updated Nov 15, 2024 • 490k • • 307
sentence-transformers/all-MiniLM-L6-v2

Sentence Similarity • 22.7M • Updated Jun 1 • 212M • • 6.35k
impira/layoutlm-document-qa

Document Question Answering • 0.1B • Updated Mar 18, 2023 • 349k • 1.21k

Text editing/revision

CoEdIT: Text Editing by Task-Specific Instruction Tuning

Paper • 2305.09857 • Published May 17, 2023 • 10
Reducing Sequence Length by Predicting Edit Operations with Large Language Models

Paper • 2305.11862 • Published May 19, 2023 • 2
Controlled Generation with Prompt Insertion for Natural Language Explanations in Grammatical Error Correction

Paper • 2309.11439 • Published Sep 20, 2023 • 1
Program Merge Conflict Resolution via Neural Transformers

Paper • 2109.00084 • Published Aug 31, 2021 • 1

PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training

Paper • 2309.10400 • Published Sep 19, 2023 • 26
CONFLATOR: Incorporating Switching Point based Rotatory Positional Encodings for Code-Mixed Language Modeling

Paper • 2309.05270 • Published Sep 11, 2023 • 1
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens

Paper • 2402.13753 • Published Feb 21, 2024 • 116

signature-detection

ClarifyGPT: Empowering LLM-based Code Generation with Intention Clarification

Paper • 2310.10996 • Published Oct 17, 2023 • 1

The Impact of Depth and Width on Transformer Language Model Generalization

Paper • 2310.19956 • Published Oct 30, 2023 • 10

Evolutionary Algorithms

Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers

Paper • 2309.08532 • Published Sep 15, 2023 • 53
Evolution through Large Models

Paper • 2206.08896 • Published Jun 17, 2022 • 1

PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training

Paper • 2309.10400 • Published Sep 19, 2023 • 26
CONFLATOR: Incorporating Switching Point based Rotatory Positional Encodings for Code-Mixed Language Modeling

Paper • 2309.05270 • Published Sep 11, 2023 • 1
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens

Paper • 2402.13753 • Published Feb 21, 2024 • 116

Text to Text Generation

pszemraj/long-t5-tglobal-base-16384-book-summary

Summarization • 0.2B • Updated Dec 29, 2025 • 478 • 136
facebook/bart-large-cnn

Summarization • 0.4B • Updated Feb 13, 2024 • 1.35M • • 1.64k
google/long-t5-tglobal-base

Updated Jan 24, 2023 • 19.4k • 51

TheBloke/Llama-2-7B-Chat-GGUF

Text Generation • 7B • Updated Oct 14, 2023 • 74.1k • 518

signature-detection

Prospective Models

Xenova/text-embedding-ada-002

Updated Aug 18, 2025 • 79
thenlper/gte-large

Sentence Similarity • 0.3B • Updated Nov 15, 2024 • 490k • • 307
sentence-transformers/all-MiniLM-L6-v2

Sentence Similarity • 22.7M • Updated Jun 1 • 212M • • 6.35k
impira/layoutlm-document-qa

Document Question Answering • 0.1B • Updated Mar 18, 2023 • 349k • 1.21k

ClarifyGPT: Empowering LLM-based Code Generation with Intention Clarification

Paper • 2310.10996 • Published Oct 17, 2023 • 1

Text editing/revision

CoEdIT: Text Editing by Task-Specific Instruction Tuning

Paper • 2305.09857 • Published May 17, 2023 • 10
Reducing Sequence Length by Predicting Edit Operations with Large Language Models

Paper • 2305.11862 • Published May 19, 2023 • 2
Controlled Generation with Prompt Insertion for Natural Language Explanations in Grammatical Error Correction

Paper • 2309.11439 • Published Sep 20, 2023 • 1
Program Merge Conflict Resolution via Neural Transformers

Paper • 2109.00084 • Published Aug 31, 2021 • 1

The Impact of Depth and Width on Transformer Language Model Generalization

Paper • 2310.19956 • Published Oct 30, 2023 • 10

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