KBhandari11
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llama_chat_block_0_virology_Complete_Random

Text Generation

model: llama_chat

repo_name: llama_chat_block_0_virology_Complete Random

file_name: llama_chat_block_0_virology_Complete Random_5000_5.pt

pruning_style: block

pruning_ratio: 20

dataset_label: virology

sparsity_ratio: 20

['tasksource/mmlu', 'virology']

finetune: Complete Random

modules_size: 36

modules: ['25_attn.q', '29_mlp.down', '30_attn.q', '8_gate', '12_mlp.up', '5_attn.o', '29_attn.o', '29_attn.q', '7_attn.v', '21_mlp.down', '23_gate', '26_attn.k', '19_mlp.up', '4_mlp.down', '9_mlp.up', '3_mlp.down', '13_attn.q', '27_attn.q', '6_mlp.down', '11_attn.o', '23_attn.q', '21_attn.k', '10_attn.k', '11_mlp.up', '8_attn.k', '23_attn.k', '8_mlp.up', '20_attn.k', '10_gate', '17_attn.v', '21_mlp.up', '16_mlp.up', '20_gate', '7_attn.o', '14_mlp.up', '30_mlp.down']

tags: ['model: llama_chat', 'repo_name: llama_chat_block_0_virology_Complete Random', 'file_name: llama_chat_block_0_virology_Complete Random_5000_5.pt', 'base_model: meta-llama/Llama-2-7b-chat-hf', 'pruning_style: block', 'community: 0', 'pruning_ratio: 20', 'dataset_label: virology', 'sparsity_ratio: 20', "dataset: ['tasksource/mmlu', 'virology']", 'finetune: Complete Random', 'modules_size: 36', "modules: ['25_attn.q', '29_mlp.down', '30_attn.q', '8_gate', '12_mlp.up', '5_attn.o', '29_attn.o', '29_attn.q', '7_attn.v', '21_mlp.down', '23_gate', '26_attn.k', '19_mlp.up', '4_mlp.down', '9_mlp.up', '3_mlp.down', '13_attn.q', '27_attn.q', '6_mlp.down', '11_attn.o', '23_attn.q', '21_attn.k', '10_attn.k', '11_mlp.up', '8_attn.k', '23_attn.k', '8_mlp.up', '20_attn.k', '10_gate', '17_attn.v', '21_mlp.up', '16_mlp.up', '20_gate', '7_attn.o', '14_mlp.up', '30_mlp.down']", 'rank: 2']

text-generation-inference

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llama_chat_block_0_virology_Complete_Random / model-00004-of-00006.safetensors

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