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 • 10 -
fnlp/Llama-2-7B-MLA-d_kv_32
Text Generation • Updated • 8 -
fnlp/Llama-2-7B-MLA-d_kv_64
Text Generation • Updated • 12
models
73
fnlp/Lorsa-Llama-3.1-8B
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fnlp/Lorsa-Pythia-160M
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fnlp/Lorsa
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2
fnlp/Llama-2-7B-MLA-d_kv_16
Text Generation
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Updated
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10
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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12
fnlp/Llama-2-7B-MHA-d_kv_256
Text Generation
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Updated
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8
fnlp/SmolLM-1B7-MLA-d_kv_8
Text Generation
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Updated
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fnlp/SmolLM-1B7-MLA-d_kv_16
Text Generation
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Updated
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28
fnlp/SmolLM-1B7-MLA-d_kv_32
Text Generation
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Updated
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12
datasets
16
fnlp/MHA2MLA-corpus-smollm
Updated
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197
fnlp/MHA2MLA-corpus-qwen1_5
Updated
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8
fnlp/MHA2MLA-corpus-qwen2
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29
fnlp/MHA2MLA-corpus-mistral-v0_1
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15
fnlp/MHA2MLA-corpus-smollm_v1
Updated
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48
fnlp/MHA2MLA-corpus-llama2
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64
fnlp/Ultra-Innerthought
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Updated
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2.09M
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78
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2
fnlp/case2code-data
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Updated
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887k
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154
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2
fnlp/AnyInstruct-resolution-1024
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316
fnlp/AnyInstruct
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84
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41