Open source weights of Lorsa modules introduced in "Towards Understanding the Nature of Attention with Low-Rank Sparse Decomposition".
OpenMOSS, Fudan NLP, SII
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Joint OpenMOSS gourp from Fudan NLP, SII and MoSi Inc.
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2
The MHA2MLA model published in the paper "Towards Economical Inference: Enabling DeepSeek's Multi-Head Latent Attention in Any Transformer-Based LLMs"
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Towards Economical Inference: Enabling DeepSeek's Multi-Head Latent Attention in Any Transformer-based LLMs
Paper • 2502.14837 • Published • 4 -
fnlp/Llama-2-7B-MLA-d_kv_16
Text Generation • Updated • 31 -
fnlp/Llama-2-7B-MLA-d_kv_32
Text Generation • Updated • 8 -
fnlp/Llama-2-7B-MLA-d_kv_64
Text Generation • Updated • 9
models
73
fnlp/Lorsa
Updated
fnlp/Lorsa-Llama-3.1-8B
Updated
fnlp/Lorsa-Pythia-160M
Updated
fnlp/Llama-2-7B-MLA-d_kv_16
Text Generation
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Updated
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31
fnlp/Llama-2-7B-MLA-d_kv_32
Text Generation
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Updated
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8
fnlp/Llama-2-7B-MLA-d_kv_64
Text Generation
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Updated
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9
fnlp/Llama-2-7B-MHA-d_kv_256
Text Generation
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Updated
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14
fnlp/SmolLM-1B7-MLA-d_kv_8
Text Generation
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Updated
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7
fnlp/SmolLM-1B7-MLA-d_kv_16
Text Generation
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Updated
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48
fnlp/SmolLM-1B7-MLA-d_kv_32
Text Generation
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Updated
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34
datasets
15
fnlp/MHA2MLA-corpus-qwen1_5
Updated
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27
fnlp/MHA2MLA-corpus-qwen2
Updated
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55
fnlp/MHA2MLA-corpus-mistral-v0_1
Updated
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35
fnlp/MHA2MLA-corpus-smollm_v1
Updated
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25
fnlp/MHA2MLA-corpus-llama2
Updated
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24
fnlp/Ultra-Innerthought
Viewer
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Updated
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2.09M
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110
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2
fnlp/case2code-data
Viewer
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Updated
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887k
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19
fnlp/AnyInstruct-resolution-1024
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186
fnlp/AnyInstruct
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58
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40
fnlp/moss-003-sft-data
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Updated
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89
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65