Hugging Face model: KBhandari11/llama_channel_0_sociology_All
Author: KBhandari11
Created: 2025-06-01 21:00:42
Last modified: 2025-06-01 21:05:40
Pipeline: text-generation
Library: transformers
Likes: 1 | Downloads: 7
Tags: transformers, safetensors, llama, text-generation, model: llama, repo_name: llama_channel_0_sociology_All, file_name: llama_channel_0_sociology_All_5000_5.pt, base_model: meta-llama/Llama-2-7b-hf, pruning_style: channel, community: 0, pruning_ratio: 20, dataset_label: sociology, sparsity_ratio: 20, dataset: ['tasksource/mmlu', 'sociology'], finetune: All, modules_size: 51, modules: ['11_attn.v', '12_attn.o', '12_mlp.up', '13_attn.q', '13_mlp.down', '14_attn.q', '15_attn.k', '15_attn.o', '15_attn.q', '15_attn.v', '15_mlp.down', '16_attn.q', '18_attn.q', '18_attn.v', '18_mlp.down', '21_attn.v', '21_mlp.down', '21_mlp.up', '22_attn.k', '22_attn.o', '22_attn.v', '23_attn.o', '23_attn.q', '23_gate', '23_mlp.up', '24_attn.q', '25_attn.k', '25_gate', '26_attn.q', '26_attn.v', '26_gate', '27_attn.q', '27_mlp.down', '28_mlp.down', '29_mlp.up', '30_mlp.down', '30_mlp.up', '3_attn.o', '3_attn.q', '4_attn.o', '4_gate', '5_attn.o', '5_mlp.up', '6_gate', '6_mlp.up', '8_attn.k', '8_attn.o', '8_gate', '8_mlp.up', '9_attn.q', '9_gate'], rank: 2, tags: ['model: llama', 'repo_name: llama_channel_0_sociology_All', 'file_name: llama_channel_0_sociology_All_5000_5.pt', 'base_model: meta-llama/Llama-2-7b-hf', 'pruning_style: channel', 'community: 0', 'pruning_ratio: 20', 'dataset_label: sociology', 'sparsity_ratio: 20', "dataset: ['tasksource/mmlu', 'sociology']", 'finetune: All', 'modules_size: 51', "modules: ['11_attn.v', '12_attn.o', '12_mlp.up', '13_attn.q', '13_mlp.down', '14_attn.q', '15_attn.k', '15_attn.o', '15_attn.q', '15_attn.v', '15_mlp.down', '16_attn.q', '18_attn.q', '18_attn.v', '18_mlp.down', '21_attn.v', '21_mlp.down', '21_mlp.up', '22_attn.k', '22_attn.o', '22_attn.v', '23_attn.o', '23_attn.q', '23_gate', '23_mlp.up', '24_attn.q', '25_attn.k', '25_gate', '26_attn.q', '26_attn.v', '26_gate', '27_attn.q', '27_mlp.down', '28_mlp.down', '29_mlp.up', '30_mlp.down', '30_mlp.up', '3_attn.o', '3_attn.q', '4_attn.o', '4_gate', '5_attn.o', '5_mlp.up', '6_gate', '6_mlp.up', '8_attn.k', '8_attn.o', '8_gate', '8_mlp.up', '9_attn.q', '9_gate']", 'rank: 2'], arxiv:1910.09700, text-generation-inference, endpoints_compatible, region:us
Card metadata:
library_name: transformers
tags: model: llama, repo_name: llama_channel_0_sociology_All, file_name: llama_channel_0_sociology_All_5000_5.pt, base_model: meta-llama/Llama-2-7b-hf, pruning_style: channel, community: 0, pruning_ratio: 20, dataset_label: sociology, sparsity_ratio: 20, dataset: ['tasksource/mmlu', 'sociology'], finetune: All, modules_size: 51, modules: ['11_attn.v', '12_attn.o', '12_mlp.up', '13_attn.q', '13_mlp.down', '14_attn.q', '15_attn.k', '15_attn.o', '15_attn.q', '15_attn.v', '15_mlp.down', '16_attn.q', '18_attn.q', '18_attn.v', '18_mlp.down', '21_attn.v', '21_mlp.down', '21_mlp.up', '22_attn.k', '22_attn.o', '22_attn.v', '23_attn.o', '23_attn.q', '23_gate', '23_mlp.up', '24_attn.q', '25_attn.k', '25_gate', '26_attn.q', '26_attn.v', '26_gate', '27_attn.q', '27_mlp.down', '28_mlp.down', '29_mlp.up', '30_mlp.down', '30_mlp.up', '3_attn.o', '3_attn.q', '4_attn.o', '4_gate', '5_attn.o', '5_mlp.up', '6_gate', '6_mlp.up', '8_attn.k', '8_attn.o', '8_gate', '8_mlp.up', '9_attn.q', '9_gate'], rank: 2, tags: ['model: llama', 'repo_name: llama_channel_0_sociology_All', 'file_name: llama_channel_0_sociology_All_5000_5.pt', 'base_model: meta-llama/Llama-2-7b-hf', 'pruning_style: channel', 'community: 0', 'pruning_ratio: 20', 'dataset_label: sociology', 'sparsity_ratio: 20', "dataset: ['tasksource/mmlu', 'sociology']", 'finetune: All', 'modules_size: 51', "modules: ['11_attn.v', '12_attn.o', '12_mlp.up', '13_attn.q', '13_mlp.down', '14_attn.q', '15_attn.k', '15_attn.o', '15_attn.q', '15_attn.v', '15_mlp.down', '16_attn.q', '18_attn.q', '18_attn.v', '18_mlp.down', '21_attn.v', '21_mlp.down', '21_mlp.up', '22_attn.k', '22_attn.o', '22_attn.v', '23_attn.o', '23_attn.q', '23_gate', '23_mlp.up', '24_attn.q', '25_attn.k', '25_gate', '26_attn.q', '26_attn.v', '26_gate', '27_attn.q', '27_mlp.down', '28_mlp.down', '29_mlp.up', '30_mlp.down', '30_mlp.up', '3_attn.o', '3_attn.q', '4_attn.o', '4_gate', '5_attn.o', '5_mlp.up', '6_gate', '6_mlp.up', '8_attn.k', '8_attn.o', '8_gate', '8_mlp.up', '9_attn.q', '9_gate']", 'rank: 2']