mosregdata/
core:latest

11 3 months ago

Expert model on Moscow Region. Answers questions about transport, economy, urbanism, governance, ecology, tourism, history, science, social sphere, and agriculture of the Moscow Region with scientific accuracy and erudition.

tools
... /
model
85e4a5b7b8ef · 2.5GB
    Metadata
  • general.architecture
    qwen3
  • general.file_type
    Q4_K_M
  • qwen3.attention.head_count
    32
  • qwen3.attention.head_count_kv
    8
  • qwen3.attention.key_length
    128
  • qwen3.attention.layer_norm_rms_epsilon
    1e-06
  • qwen3.attention.value_length
    128
  • qwen3.block_count
    36
  • qwen3.context_length
    262144
  • qwen3.embedding_length
    2560
  • qwen3.feed_forward_length
    9728
  • qwen3.rope.freq_base
    5e+06
  • tokenizer.ggml.add_bos_token
    false
  • tokenizer.ggml.bos_token_id
    151643
  • tokenizer.ggml.eos_token_id
    151645
  • tokenizer.ggml.merges
    [Ġ Ġ, ĠĠ ĠĠ, i n, Ġ t, ĠĠĠĠ ĠĠĠĠ, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.padding_token_id
    151643
  • tokenizer.ggml.pre
    qwen2
  • tokenizer.ggml.token_type
    [1, 1, 1, 1, 1, ...]
  • tokenizer.ggml.tokens
    [!, ", #, $, %, ...]
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    Q4_K
    [2560, 4096]
  • blk.22.attn_q_norm.weight
    F32
    [128]
  • blk.22.attn_v.weight
    Q4_K
    [2560, 1024]
  • blk.22.ffn_down.weight
    Q4_K
    [9728, 2560]
  • blk.22.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.22.ffn_norm.weight
    F32
    [2560]
  • blk.22.ffn_up.weight
    Q4_K
    [2560, 9728]
    • blk.23
  • blk.23.attn_k.weight
    Q4_K
    [2560, 1024]
  • blk.23.attn_k_norm.weight
    F32
    [128]
  • blk.23.attn_norm.weight
    F32
    [2560]
  • blk.23.attn_output.weight
    Q4_K
    [4096, 2560]
  • blk.23.attn_q.weight
    Q4_K
    [2560, 4096]
  • blk.23.attn_q_norm.weight
    F32
    [128]
  • blk.23.attn_v.weight
    Q4_K
    [2560, 1024]
  • blk.23.ffn_down.weight
    Q4_K
    [9728, 2560]
  • blk.23.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.23.ffn_norm.weight
    F32
    [2560]
  • blk.23.ffn_up.weight
    Q4_K
    [2560, 9728]
    • blk.24
  • blk.24.attn_k.weight
    Q4_K
    [2560, 1024]
  • blk.24.attn_k_norm.weight
    F32
    [128]
  • blk.24.attn_norm.weight
    F32
    [2560]
  • blk.24.attn_output.weight
    Q4_K
    [4096, 2560]
  • blk.24.attn_q.weight
    Q4_K
    [2560, 4096]
  • blk.24.attn_q_norm.weight
    F32
    [128]
  • blk.24.attn_v.weight
    Q6_K
    [2560, 1024]
  • blk.24.ffn_down.weight
    Q6_K
    [9728, 2560]
  • blk.24.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.24.ffn_norm.weight
    F32
    [2560]
  • blk.24.ffn_up.weight
    Q4_K
    [2560, 9728]
    • blk.25
  • blk.25.attn_k.weight
    Q4_K
    [2560, 1024]
  • blk.25.attn_k_norm.weight
    F32
    [128]
  • blk.25.attn_norm.weight
    F32
    [2560]
  • blk.25.attn_output.weight
    Q4_K
    [4096, 2560]
  • blk.25.attn_q.weight
    Q4_K
    [2560, 4096]
  • blk.25.attn_q_norm.weight
    F32
    [128]
  • blk.25.attn_v.weight
    Q4_K
    [2560, 1024]
  • blk.25.ffn_down.weight
    Q4_K
    [9728, 2560]
  • blk.25.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.25.ffn_norm.weight
    F32
    [2560]
  • blk.25.ffn_up.weight
    Q4_K
    [2560, 9728]
    • blk.26
  • blk.26.attn_k.weight
    Q4_K
    [2560, 1024]
  • blk.26.attn_k_norm.weight
    F32
    [128]
  • blk.26.attn_norm.weight
    F32
    [2560]
  • blk.26.attn_output.weight
    Q4_K
    [4096, 2560]
  • blk.26.attn_q.weight
    Q4_K
    [2560, 4096]
  • blk.26.attn_q_norm.weight
    F32
    [128]
  • blk.26.attn_v.weight
    Q4_K
    [2560, 1024]
  • blk.26.ffn_down.weight
    Q4_K
    [9728, 2560]
  • blk.26.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.26.ffn_norm.weight
    F32
    [2560]
  • blk.26.ffn_up.weight
    Q4_K
    [2560, 9728]
    • blk.27
  • blk.27.attn_k.weight
    Q4_K
    [2560, 1024]
  • blk.27.attn_k_norm.weight
    F32
    [128]
  • blk.27.attn_norm.weight
    F32
    [2560]
  • blk.27.attn_output.weight
    Q4_K
    [4096, 2560]
  • blk.27.attn_q.weight
    Q4_K
    [2560, 4096]
  • blk.27.attn_q_norm.weight
    F32
    [128]
  • blk.27.attn_v.weight
    Q6_K
    [2560, 1024]
  • blk.27.ffn_down.weight
    Q6_K
    [9728, 2560]
  • blk.27.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.27.ffn_norm.weight
    F32
    [2560]
  • blk.27.ffn_up.weight
    Q4_K
    [2560, 9728]
    • blk.28
  • blk.28.attn_k.weight
    Q4_K
    [2560, 1024]
  • blk.28.attn_k_norm.weight
    F32
    [128]
  • blk.28.attn_norm.weight
    F32
    [2560]
  • blk.28.attn_output.weight
    Q4_K
    [4096, 2560]
  • blk.28.attn_q.weight
    Q4_K
    [2560, 4096]
  • blk.28.attn_q_norm.weight
    F32
    [128]
  • blk.28.attn_v.weight
    Q4_K
    [2560, 1024]
  • blk.28.ffn_down.weight
    Q4_K
    [9728, 2560]
  • blk.28.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.28.ffn_norm.weight
    F32
    [2560]
  • blk.28.ffn_up.weight
    Q4_K
    [2560, 9728]
    • blk.29
  • blk.29.attn_k.weight
    Q4_K
    [2560, 1024]
  • blk.29.attn_k_norm.weight
    F32
    [128]
  • blk.29.attn_norm.weight
    F32
    [2560]
  • blk.29.attn_output.weight
    Q4_K
    [4096, 2560]
  • blk.29.attn_q.weight
    Q4_K
    [2560, 4096]
  • blk.29.attn_q_norm.weight
    F32
    [128]
  • blk.29.attn_v.weight
    Q4_K
    [2560, 1024]
  • blk.29.ffn_down.weight
    Q4_K
    [9728, 2560]
  • blk.29.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.29.ffn_norm.weight
    F32
    [2560]
  • blk.29.ffn_up.weight
    Q4_K
    [2560, 9728]
    • blk.30
  • blk.30.attn_k.weight
    Q4_K
    [2560, 1024]
  • blk.30.attn_k_norm.weight
    F32
    [128]
  • blk.30.attn_norm.weight
    F32
    [2560]
  • blk.30.attn_output.weight
    Q4_K
    [4096, 2560]
  • blk.30.attn_q.weight
    Q4_K
    [2560, 4096]
  • blk.30.attn_q_norm.weight
    F32
    [128]
  • blk.30.attn_v.weight
    Q6_K
    [2560, 1024]
  • blk.30.ffn_down.weight
    Q6_K
    [9728, 2560]
  • blk.30.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.30.ffn_norm.weight
    F32
    [2560]
  • blk.30.ffn_up.weight
    Q4_K
    [2560, 9728]
    • blk.31
  • blk.31.attn_k.weight
    Q4_K
    [2560, 1024]
  • blk.31.attn_k_norm.weight
    F32
    [128]
  • blk.31.attn_norm.weight
    F32
    [2560]
  • blk.31.attn_output.weight
    Q4_K
    [4096, 2560]
  • blk.31.attn_q.weight
    Q4_K
    [2560, 4096]
  • blk.31.attn_q_norm.weight
    F32
    [128]
  • blk.31.attn_v.weight
    Q6_K
    [2560, 1024]
  • blk.31.ffn_down.weight
    Q6_K
    [9728, 2560]
  • blk.31.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.31.ffn_norm.weight
    F32
    [2560]
  • blk.31.ffn_up.weight
    Q4_K
    [2560, 9728]
    • blk.32
  • blk.32.attn_k.weight
    Q4_K
    [2560, 1024]
  • blk.32.attn_k_norm.weight
    F32
    [128]
  • blk.32.attn_norm.weight
    F32
    [2560]
  • blk.32.attn_output.weight
    Q4_K
    [4096, 2560]
  • blk.32.attn_q.weight
    Q4_K
    [2560, 4096]
  • blk.32.attn_q_norm.weight
    F32
    [128]
  • blk.32.attn_v.weight
    Q6_K
    [2560, 1024]
  • blk.32.ffn_down.weight
    Q6_K
    [9728, 2560]
  • blk.32.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.32.ffn_norm.weight
    F32
    [2560]
  • blk.32.ffn_up.weight
    Q4_K
    [2560, 9728]
    • blk.33
  • blk.33.attn_k.weight
    Q4_K
    [2560, 1024]
  • blk.33.attn_k_norm.weight
    F32
    [128]
  • blk.33.attn_norm.weight
    F32
    [2560]
  • blk.33.attn_output.weight
    Q4_K
    [4096, 2560]
  • blk.33.attn_q.weight
    Q4_K
    [2560, 4096]
  • blk.33.attn_q_norm.weight
    F32
    [128]
  • blk.33.attn_v.weight
    Q6_K
    [2560, 1024]
  • blk.33.ffn_down.weight
    Q6_K
    [9728, 2560]
  • blk.33.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.33.ffn_norm.weight
    F32
    [2560]
  • blk.33.ffn_up.weight
    Q4_K
    [2560, 9728]
    • blk.34
  • blk.34.attn_k.weight
    Q4_K
    [2560, 1024]
  • blk.34.attn_k_norm.weight
    F32
    [128]
  • blk.34.attn_norm.weight
    F32
    [2560]
  • blk.34.attn_output.weight
    Q4_K
    [4096, 2560]
  • blk.34.attn_q.weight
    Q4_K
    [2560, 4096]
  • blk.34.attn_q_norm.weight
    F32
    [128]
  • blk.34.attn_v.weight
    Q6_K
    [2560, 1024]
  • blk.34.ffn_down.weight
    Q6_K
    [9728, 2560]
  • blk.34.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.34.ffn_norm.weight
    F32
    [2560]
  • blk.34.ffn_up.weight
    Q4_K
    [2560, 9728]
    • blk.35
  • blk.35.attn_k.weight
    Q4_K
    [2560, 1024]
  • blk.35.attn_k_norm.weight
    F32
    [128]
  • blk.35.attn_norm.weight
    F32
    [2560]
  • blk.35.attn_output.weight
    Q4_K
    [4096, 2560]
  • blk.35.attn_q.weight
    Q4_K
    [2560, 4096]
  • blk.35.attn_q_norm.weight
    F32
    [128]
  • blk.35.attn_v.weight
    Q6_K
    [2560, 1024]
  • blk.35.ffn_down.weight
    Q6_K
    [9728, 2560]
  • blk.35.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.35.ffn_norm.weight
    F32
    [2560]
  • blk.35.ffn_up.weight
    Q4_K
    [2560, 9728]
  • output_norm.weight
    F32
    [2560]