modules: ['10_attn.k', '10_attn.o', '11_attn.k', '14_attn.o', '15_attn.o', '15_attn.v', '16_attn.o', '17_attn.k', '19_attn.v', '20_attn.q', '22_attn.v', '24_attn.k', '25_attn.k', '27_attn.k', '30_attn.q', '4_attn.k', '7_attn.k', '8_attn.v']

rank: 1

tags: ['model: llama', 'repo_name: llama_block_3_mathematical_induction_Community', 'file_name: llama_block_3_mathematical_induction_Community_5000_5.pt', 'base_model: meta-llama/Llama-2-7b-hf', 'pruning_style: block', 'community: 3', 'pruning_ratio: 20', 'dataset_label: mathematical_induction', 'sparsity_ratio: 20', "dataset: ['tasksource/bigbench', 'mathematical_induction']", 'finetune: Community', 'modules_size: 18', "modules: ['10_attn.k', '10_attn.o', '11_attn.k', '14_attn.o', '15_attn.o', '15_attn.v', '16_attn.o', '17_attn.k', '19_attn.v', '20_attn.q', '22_attn.v', '24_attn.k', '25_attn.k', '27_attn.k', '30_attn.q', '4_attn.k', '7_attn.k', '8_attn.v']", 'rank: 1']

text-generation-inference

Model card Files Files and versions Community

llama_block_3_mathematical_induction_Community

File size: 677 Bytes

f625cc1

{
  "architectures": [
    "LlamaForCausalLM"
  ],
  "attention_bias": false,
  "attention_dropout": 0.0,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "head_dim": 128,
  "hidden_act": "silu",
  "hidden_size": 4096,
  "initializer_range": 0.02,
  "intermediate_size": 11008,
  "max_position_embeddings": 4096,
  "mlp_bias": false,
  "model_type": "llama",
  "num_attention_heads": 32,
  "num_hidden_layers": 32,
  "num_key_value_heads": 32,
  "pretraining_tp": 1,
  "rms_norm_eps": 1e-05,
  "rope_scaling": null,
  "rope_theta": 10000.0,
  "tie_word_embeddings": false,
  "torch_dtype": "float32",
  "transformers_version": "4.52.4",
  "use_cache": true,
  "vocab_size": 32000
}