latest
3.8GB
Artificial Intelligence Powered Firewall & Polymorphic Virus Detection: Uses heuristic analysis and a set of mathematical equations with statistical techniques used to predict suspicious network behavior based on historical data.
7B
10 Pulls Updated 5 weeks ago
8934d96d3f08 · 3.8GB
-
general.architecturellama
-
general.file_typeQ4_0
-
llama.attention.head_count32
-
llama.attention.head_count_kv32
-
llama.attention.layer_norm_rms_epsilon1e-05
-
llama.block_count32
-
llama.context_length4096
-
llama.embedding_length4096
-
llama.feed_forward_length11008
-
llama.rope.dimension_count128
-
tokenizer.ggml.add_bos_tokentrue
-
tokenizer.ggml.add_eos_tokenfalse
-
tokenizer.ggml.bos_token_id1
-
tokenizer.ggml.eos_token_id2
-
tokenizer.ggml.merges[▁ t e r i n ▁ a e n ...]
-
tokenizer.ggml.modelllama
-
tokenizer.ggml.scores[0 0 0 0 0 ...]
-
tokenizer.ggml.token_type[2 3 3 6 6 ...]
-
tokenizer.ggml.tokens[<unk> <s> </s> <0x00> <0x01> ...]
-
tokenizer.ggml.unknown_token_id0
-
NameTypeShape
-
token_embd.weightQ4_0[4096 32000]
-
blk.0.attn_norm.weightF32[4096]
-
blk.0.ffn_down.weightQ4_0[11008 4096]
-
blk.0.ffn_gate.weightQ4_0[4096 11008]
-
blk.0.ffn_up.weightQ4_0[4096 11008]
-
blk.0.ffn_norm.weightF32[4096]
-
blk.0.attn_k.weightQ4_0[4096 4096]
-
blk.0.attn_output.weightQ4_0[4096 4096]
-
blk.0.attn_q.weightQ4_0[4096 4096]
-
blk.0.attn_v.weightQ4_0[4096 4096]
-
blk.1.attn_norm.weightF32[4096]
-
blk.1.ffn_down.weightQ4_0[11008 4096]
-
blk.1.ffn_gate.weightQ4_0[4096 11008]
-
blk.1.ffn_up.weightQ4_0[4096 11008]
-
blk.1.ffn_norm.weightF32[4096]
-
blk.1.attn_k.weightQ4_0[4096 4096]
-
blk.1.attn_output.weightQ4_0[4096 4096]
-
blk.1.attn_q.weightQ4_0[4096 4096]
-
blk.1.attn_v.weightQ4_0[4096 4096]
-
blk.2.attn_norm.weightF32[4096]
-
blk.2.ffn_down.weightQ4_0[11008 4096]
-
blk.2.ffn_gate.weightQ4_0[4096 11008]
-
blk.2.ffn_up.weightQ4_0[4096 11008]
-
blk.2.ffn_norm.weightF32[4096]
-
blk.2.attn_k.weightQ4_0[4096 4096]
-
blk.2.attn_output.weightQ4_0[4096 4096]
-
blk.2.attn_q.weightQ4_0[4096 4096]
-
blk.2.attn_v.weightQ4_0[4096 4096]
-
blk.3.attn_norm.weightF32[4096]
-
blk.3.ffn_down.weightQ4_0[11008 4096]
-
blk.3.ffn_gate.weightQ4_0[4096 11008]
-
blk.3.ffn_up.weightQ4_0[4096 11008]
-
blk.3.ffn_norm.weightF32[4096]
-
blk.3.attn_k.weightQ4_0[4096 4096]
-
blk.3.attn_output.weightQ4_0[4096 4096]
-
blk.3.attn_q.weightQ4_0[4096 4096]
-
blk.3.attn_v.weightQ4_0[4096 4096]
-
blk.4.attn_norm.weightF32[4096]
-
blk.4.ffn_down.weightQ4_0[11008 4096]
-
blk.4.ffn_gate.weightQ4_0[4096 11008]
-
blk.4.ffn_up.weightQ4_0[4096 11008]
-
blk.4.ffn_norm.weightF32[4096]
-
blk.4.attn_k.weightQ4_0[4096 4096]
-
blk.4.attn_output.weightQ4_0[4096 4096]
-
blk.4.attn_q.weightQ4_0[4096 4096]
-
blk.4.attn_v.weightQ4_0[4096 4096]
-
blk.5.attn_norm.weightF32[4096]
-
blk.5.ffn_down.weightQ4_0[11008 4096]
-
blk.5.ffn_gate.weightQ4_0[4096 11008]
-
blk.5.ffn_up.weightQ4_0[4096 11008]
-
blk.5.ffn_norm.weightF32[4096]
-
blk.5.attn_k.weightQ4_0[4096 4096]
-
blk.5.attn_output.weightQ4_0[4096 4096]
-
blk.5.attn_q.weightQ4_0[4096 4096]
-
blk.5.attn_v.weightQ4_0[4096 4096]
-
blk.6.attn_norm.weightF32[4096]
-
blk.6.ffn_down.weightQ4_0[11008 4096]
-
blk.6.ffn_gate.weightQ4_0[4096 11008]
-
blk.6.ffn_up.weightQ4_0[4096 11008]
-
blk.6.ffn_norm.weightF32[4096]
-
blk.6.attn_k.weightQ4_0[4096 4096]
-
blk.6.attn_output.weightQ4_0[4096 4096]
-
blk.6.attn_q.weightQ4_0[4096 4096]
-
blk.6.attn_v.weightQ4_0[4096 4096]
-
blk.7.attn_norm.weightF32[4096]
-
blk.7.ffn_down.weightQ4_0[11008 4096]
-
blk.7.ffn_gate.weightQ4_0[4096 11008]
-
blk.7.ffn_up.weightQ4_0[4096 11008]
-
blk.7.ffn_norm.weightF32[4096]
-
blk.7.attn_k.weightQ4_0[4096 4096]
-
blk.7.attn_output.weightQ4_0[4096 4096]
-
blk.7.attn_q.weightQ4_0[4096 4096]
-
blk.7.attn_v.weightQ4_0[4096 4096]
-
blk.8.attn_norm.weightF32[4096]
-
blk.8.ffn_down.weightQ4_0[11008 4096]
-
blk.8.ffn_gate.weightQ4_0[4096 11008]
-
blk.8.ffn_up.weightQ4_0[4096 11008]
-
blk.8.ffn_norm.weightF32[4096]
-
blk.8.attn_k.weightQ4_0[4096 4096]
-
blk.8.attn_output.weightQ4_0[4096 4096]
-
blk.8.attn_q.weightQ4_0[4096 4096]
-
blk.8.attn_v.weightQ4_0[4096 4096]
-
blk.9.attn_norm.weightF32[4096]
-
blk.9.ffn_down.weightQ4_0[11008 4096]
-
blk.9.ffn_gate.weightQ4_0[4096 11008]
-
blk.9.ffn_up.weightQ4_0[4096 11008]
-
blk.9.ffn_norm.weightF32[4096]
-
blk.9.attn_k.weightQ4_0[4096 4096]
-
blk.9.attn_output.weightQ4_0[4096 4096]
-
blk.9.attn_q.weightQ4_0[4096 4096]
-
blk.9.attn_v.weightQ4_0[4096 4096]
-
blk.10.attn_norm.weightF32[4096]
-
blk.10.ffn_down.weightQ4_0[11008 4096]
-
blk.10.ffn_gate.weightQ4_0[4096 11008]
-
blk.10.ffn_up.weightQ4_0[4096 11008]
-
blk.10.ffn_norm.weightF32[4096]
-
blk.10.attn_k.weightQ4_0[4096 4096]
-
blk.10.attn_output.weightQ4_0[4096 4096]
-
blk.10.attn_q.weightQ4_0[4096 4096]
-
blk.10.attn_v.weightQ4_0[4096 4096]
-
blk.11.attn_norm.weightF32[4096]
-
blk.11.ffn_down.weightQ4_0[11008 4096]
-
blk.11.ffn_gate.weightQ4_0[4096 11008]
-
blk.11.ffn_up.weightQ4_0[4096 11008]
-
blk.11.ffn_norm.weightF32[4096]
-
blk.11.attn_k.weightQ4_0[4096 4096]
-
blk.11.attn_output.weightQ4_0[4096 4096]
-
blk.11.attn_q.weightQ4_0[4096 4096]
-
blk.11.attn_v.weightQ4_0[4096 4096]
-
blk.12.attn_norm.weightF32[4096]
-
blk.12.ffn_down.weightQ4_0[11008 4096]
-
blk.12.ffn_gate.weightQ4_0[4096 11008]
-
blk.12.ffn_up.weightQ4_0[4096 11008]
-
blk.12.ffn_norm.weightF32[4096]
-
blk.12.attn_k.weightQ4_0[4096 4096]
-
blk.12.attn_output.weightQ4_0[4096 4096]
-
blk.12.attn_q.weightQ4_0[4096 4096]
-
blk.12.attn_v.weightQ4_0[4096 4096]
-
blk.13.attn_norm.weightF32[4096]
-
blk.13.ffn_down.weightQ4_0[11008 4096]
-
blk.13.ffn_gate.weightQ4_0[4096 11008]
-
blk.13.ffn_up.weightQ4_0[4096 11008]
-
blk.13.ffn_norm.weightF32[4096]
-
blk.13.attn_k.weightQ4_0[4096 4096]
-
blk.13.attn_output.weightQ4_0[4096 4096]
-
blk.13.attn_q.weightQ4_0[4096 4096]
-
blk.13.attn_v.weightQ4_0[4096 4096]
-
blk.14.attn_norm.weightF32[4096]
-
blk.14.ffn_down.weightQ4_0[11008 4096]
-
blk.14.ffn_gate.weightQ4_0[4096 11008]
-
blk.14.ffn_up.weightQ4_0[4096 11008]
-
blk.14.ffn_norm.weightF32[4096]
-
blk.14.attn_k.weightQ4_0[4096 4096]
-
blk.14.attn_output.weightQ4_0[4096 4096]
-
blk.14.attn_q.weightQ4_0[4096 4096]
-
blk.14.attn_v.weightQ4_0[4096 4096]
-
blk.15.attn_norm.weightF32[4096]
-
blk.15.ffn_down.weightQ4_0[11008 4096]
-
blk.15.ffn_gate.weightQ4_0[4096 11008]
-
blk.15.ffn_up.weightQ4_0[4096 11008]
-
blk.15.ffn_norm.weightF32[4096]
-
blk.15.attn_k.weightQ4_0[4096 4096]
-
blk.15.attn_output.weightQ4_0[4096 4096]
-
blk.15.attn_q.weightQ4_0[4096 4096]
-
blk.15.attn_v.weightQ4_0[4096 4096]
-
blk.16.attn_norm.weightF32[4096]
-
blk.16.ffn_down.weightQ4_0[11008 4096]
-
blk.16.ffn_gate.weightQ4_0[4096 11008]
-
blk.16.ffn_up.weightQ4_0[4096 11008]
-
blk.16.ffn_norm.weightF32[4096]
-
blk.16.attn_k.weightQ4_0[4096 4096]
-
blk.16.attn_output.weightQ4_0[4096 4096]
-
blk.16.attn_q.weightQ4_0[4096 4096]
-
blk.16.attn_v.weightQ4_0[4096 4096]
-
blk.17.attn_norm.weightF32[4096]
-
blk.17.ffn_down.weightQ4_0[11008 4096]
-
blk.17.ffn_gate.weightQ4_0[4096 11008]
-
blk.17.ffn_up.weightQ4_0[4096 11008]
-
blk.17.ffn_norm.weightF32[4096]
-
blk.17.attn_k.weightQ4_0[4096 4096]
-
blk.17.attn_output.weightQ4_0[4096 4096]
-
blk.17.attn_q.weightQ4_0[4096 4096]
-
blk.17.attn_v.weightQ4_0[4096 4096]
-
blk.18.attn_norm.weightF32[4096]
-
blk.18.ffn_down.weightQ4_0[11008 4096]
-
blk.18.ffn_gate.weightQ4_0[4096 11008]
-
blk.18.ffn_up.weightQ4_0[4096 11008]
-
blk.18.ffn_norm.weightF32[4096]
-
blk.18.attn_k.weightQ4_0[4096 4096]
-
blk.18.attn_output.weightQ4_0[4096 4096]
-
blk.18.attn_q.weightQ4_0[4096 4096]
-
blk.18.attn_v.weightQ4_0[4096 4096]
-
blk.19.attn_norm.weightF32[4096]
-
blk.19.ffn_down.weightQ4_0[11008 4096]
-
blk.19.ffn_gate.weightQ4_0[4096 11008]
-
blk.19.ffn_up.weightQ4_0[4096 11008]
-
blk.19.ffn_norm.weightF32[4096]
-
blk.19.attn_k.weightQ4_0[4096 4096]
-
blk.19.attn_output.weightQ4_0[4096 4096]
-
blk.19.attn_q.weightQ4_0[4096 4096]
-
blk.19.attn_v.weightQ4_0[4096 4096]
-
blk.20.attn_norm.weightF32[4096]
-
blk.20.ffn_down.weightQ4_0[11008 4096]
-
blk.20.ffn_gate.weightQ4_0[4096 11008]
-
blk.20.ffn_up.weightQ4_0[4096 11008]
-
blk.20.ffn_norm.weightF32[4096]
-
blk.20.attn_k.weightQ4_0[4096 4096]
-
blk.20.attn_output.weightQ4_0[4096 4096]
-
blk.20.attn_q.weightQ4_0[4096 4096]
-
blk.20.attn_v.weightQ4_0[4096 4096]
-
blk.21.attn_norm.weightF32[4096]
-
blk.21.ffn_down.weightQ4_0[11008 4096]
-
blk.21.ffn_gate.weightQ4_0[4096 11008]
-
blk.21.ffn_up.weightQ4_0[4096 11008]
-
blk.21.ffn_norm.weightF32[4096]
-
blk.21.attn_k.weightQ4_0[4096 4096]
-
blk.21.attn_output.weightQ4_0[4096 4096]
-
blk.21.attn_q.weightQ4_0[4096 4096]
-
blk.21.attn_v.weightQ4_0[4096 4096]
-
blk.22.attn_norm.weightF32[4096]
-
blk.22.ffn_down.weightQ4_0[11008 4096]
-
blk.22.ffn_gate.weightQ4_0[4096 11008]
-
blk.22.ffn_up.weightQ4_0[4096 11008]
-
blk.22.ffn_norm.weightF32[4096]
-
blk.22.attn_k.weightQ4_0[4096 4096]
-
blk.22.attn_output.weightQ4_0[4096 4096]
-
blk.22.attn_q.weightQ4_0[4096 4096]
-
blk.22.attn_v.weightQ4_0[4096 4096]
-
blk.23.attn_norm.weightF32[4096]
-
blk.23.ffn_down.weightQ4_0[11008 4096]
-
blk.23.ffn_gate.weightQ4_0[4096 11008]
-
blk.23.ffn_up.weightQ4_0[4096 11008]
-
blk.23.ffn_norm.weightF32[4096]
-
blk.23.attn_k.weightQ4_0[4096 4096]
-
blk.23.attn_output.weightQ4_0[4096 4096]
-
blk.23.attn_q.weightQ4_0[4096 4096]
-
blk.23.attn_v.weightQ4_0[4096 4096]
-
blk.24.attn_norm.weightF32[4096]
-
blk.24.ffn_down.weightQ4_0[11008 4096]
-
blk.24.ffn_gate.weightQ4_0[4096 11008]
-
blk.24.ffn_up.weightQ4_0[4096 11008]
-
blk.24.ffn_norm.weightF32[4096]
-
blk.24.attn_k.weightQ4_0[4096 4096]
-
blk.24.attn_output.weightQ4_0[4096 4096]
-
blk.24.attn_q.weightQ4_0[4096 4096]
-
blk.24.attn_v.weightQ4_0[4096 4096]
-
blk.25.attn_norm.weightF32[4096]
-
blk.25.ffn_down.weightQ4_0[11008 4096]
-
blk.25.ffn_gate.weightQ4_0[4096 11008]
-
blk.25.ffn_up.weightQ4_0[4096 11008]
-
blk.25.ffn_norm.weightF32[4096]
-
blk.25.attn_k.weightQ4_0[4096 4096]
-
blk.25.attn_output.weightQ4_0[4096 4096]
-
blk.25.attn_q.weightQ4_0[4096 4096]
-
blk.25.attn_v.weightQ4_0[4096 4096]
-
blk.26.attn_norm.weightF32[4096]
-
blk.26.ffn_down.weightQ4_0[11008 4096]
-
blk.26.ffn_gate.weightQ4_0[4096 11008]
-
blk.26.ffn_up.weightQ4_0[4096 11008]
-
blk.26.ffn_norm.weightF32[4096]
-
blk.26.attn_k.weightQ4_0[4096 4096]
-
blk.26.attn_output.weightQ4_0[4096 4096]
-
blk.26.attn_q.weightQ4_0[4096 4096]
-
blk.26.attn_v.weightQ4_0[4096 4096]
-
blk.27.attn_norm.weightF32[4096]
-
blk.27.ffn_down.weightQ4_0[11008 4096]
-
blk.27.ffn_gate.weightQ4_0[4096 11008]
-
blk.27.ffn_up.weightQ4_0[4096 11008]
-
blk.27.ffn_norm.weightF32[4096]
-
blk.27.attn_k.weightQ4_0[4096 4096]
-
blk.27.attn_output.weightQ4_0[4096 4096]
-
blk.27.attn_q.weightQ4_0[4096 4096]
-
blk.27.attn_v.weightQ4_0[4096 4096]
-
blk.28.attn_norm.weightF32[4096]
-
blk.28.ffn_down.weightQ4_0[11008 4096]
-
blk.28.ffn_gate.weightQ4_0[4096 11008]
-
blk.28.ffn_up.weightQ4_0[4096 11008]
-
blk.28.ffn_norm.weightF32[4096]
-
blk.28.attn_k.weightQ4_0[4096 4096]
-
blk.28.attn_output.weightQ4_0[4096 4096]
-
blk.28.attn_q.weightQ4_0[4096 4096]
-
blk.28.attn_v.weightQ4_0[4096 4096]
-
blk.29.attn_norm.weightF32[4096]
-
blk.29.ffn_down.weightQ4_0[11008 4096]
-
blk.29.ffn_gate.weightQ4_0[4096 11008]
-
blk.29.ffn_up.weightQ4_0[4096 11008]
-
blk.29.ffn_norm.weightF32[4096]
-
blk.29.attn_k.weightQ4_0[4096 4096]
-
blk.29.attn_output.weightQ4_0[4096 4096]
-
blk.29.attn_q.weightQ4_0[4096 4096]
-
blk.29.attn_v.weightQ4_0[4096 4096]
-
blk.30.attn_norm.weightF32[4096]
-
blk.30.ffn_down.weightQ4_0[11008 4096]
-
blk.30.ffn_gate.weightQ4_0[4096 11008]
-
blk.30.ffn_up.weightQ4_0[4096 11008]
-
blk.30.ffn_norm.weightF32[4096]
-
blk.30.attn_k.weightQ4_0[4096 4096]
-
blk.30.attn_output.weightQ4_0[4096 4096]
-
blk.30.attn_q.weightQ4_0[4096 4096]
-
blk.30.attn_v.weightQ4_0[4096 4096]
-
blk.31.attn_norm.weightF32[4096]
-
blk.31.ffn_down.weightQ4_0[11008 4096]
-
blk.31.ffn_gate.weightQ4_0[4096 11008]
-
blk.31.ffn_up.weightQ4_0[4096 11008]
-
blk.31.ffn_norm.weightF32[4096]
-
blk.31.attn_k.weightQ4_0[4096 4096]
-
blk.31.attn_output.weightQ4_0[4096 4096]
-
blk.31.attn_q.weightQ4_0[4096 4096]
-
blk.31.attn_v.weightQ4_0[4096 4096]
-
output.weightQ6_K[4096 32000]
-
output_norm.weightF32[4096]
Metadata
Tensors
blk.0
blk.1
blk.2
blk.3
blk.4
blk.5
blk.6
blk.7
blk.8
blk.9
blk.10
blk.11
blk.12
blk.13
blk.14
blk.15
blk.16
blk.17
blk.18
blk.19
blk.20
blk.21
blk.22
blk.23
blk.24
blk.25
blk.26
blk.27
blk.28
blk.29
blk.30
blk.31