SparseLLMs

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ZhengyanZhang authored a paper 9 days ago

mHC: Manifold-Constrained Hyper-Connections

yzmizeyu authored a paper 6 months ago

PipeLLM: Fast and Confidential Large Language Model Services with Speculative Pipelined Encryption

yzmizeyu authored a paper 6 months ago

SmallThinker: A Family of Efficient Large Language Models Natively Trained for Local Deployment

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SparseLLM 's models 109

SparseLLM/BlockFFN-Small

Text Generation • Updated Jul 14, 2025 • 4

SparseLLM/BlockFFN-Medium

Text Generation • Updated Jul 14, 2025 • 3

SparseLLM/BlockFFN-Large

Text Generation • Updated Jul 14, 2025 • 6

SparseLLM/BlockFFN-XLarge

Text Generation • Updated Jul 14, 2025 • 1

SparseLLM/BlockFFN-3B-SFT-EAGLE

Text Generation • Updated Jul 14, 2025 • 1

SparseLLM/BlockFFN-3B-SFT

Text Generation • Updated Jul 14, 2025 • 2 • 1

SparseLLM/sparsing-law-2.4b-relu

Text Generation • Updated Apr 22, 2025 • 2

SparseLLM/ReluLLaMA-7B

Text Generation • 7B • Updated Dec 19, 2024 • 310 • 11

SparseLLM/sparsing-law-0.1b-relu

Text Generation • 0.2B • Updated Dec 12, 2024 • 12 • 2

SparseLLM/sparsing-law-1.2b-silu

Text Generation • Updated Nov 8, 2024 • 5

SparseLLM/sparsing-law-0.8b-silu

Text Generation • Updated Nov 8, 2024 • 4

SparseLLM/sparsing-law-0.4b-silu

Text Generation • Updated Nov 8, 2024 • 7

SparseLLM/sparsing-law-0.2b-silu

Text Generation • Updated Nov 8, 2024 • 5

SparseLLM/sparsing-law-1.2b-relu

Text Generation • Updated Nov 8, 2024 • 6

SparseLLM/sparsing-law-0.4b-relu

Text Generation • Updated Nov 7, 2024 • 5

SparseLLM/sparsing-law-0.8b-relu

Text Generation • Updated Nov 7, 2024 • 5

SparseLLM/sparsing-law-0.2b-relu

Text Generation • Updated Nov 7, 2024 • 5

SparseLLM/sparsing-law-0.1b-silu

Text Generation • Updated Nov 5, 2024 • 5

SparseLLM/ProSparse-MiniCPM-1B-sft

Text Generation • Updated Jun 3, 2024 • 18 • 3

SparseLLM/prosparse-llama-2-13b

Text Generation • 13B • Updated May 28, 2024 • 143 • 2

SparseLLM/prosparse-llama-2-7b

Text Generation • 7B • Updated May 28, 2024 • 183 • 15

SparseLLM/prosparse-llama-2-13b-predictor

Feature Extraction • Updated Mar 11, 2024 • 3

SparseLLM/prosparse-llama-2-13b-gguf

Feature Extraction • Updated Mar 11, 2024 • 11 • 1

SparseLLM/prosparse-llama-2-7b-predictor

Feature Extraction • Updated Mar 11, 2024 • 11

SparseLLM/prosparse-llama-2-7b-gguf

Feature Extraction • Updated Mar 11, 2024 • 38 • 1

SparseLLM/reglu-95B

Text Generation • 1B • Updated Feb 7, 2024 • 3

SparseLLM/reglu-90B

Text Generation • 1B • Updated Feb 7, 2024 • 2

SparseLLM/reglu-85B

Text Generation • 1B • Updated Feb 7, 2024 • 5

SparseLLM/reglu-80B

Text Generation • 1B • Updated Feb 7, 2024 • 4

SparseLLM/reglu-75B

Text Generation • 1B • Updated Feb 7, 2024 • 2