supere989/ vectorcore-qwen-tools:latest

129 8 months ago

Tool Calling improved version of Qwen3 1.7B where improvements are made to the prompt template data configuration. This version will now consistently perform structured json tool call outputs.

tools
... /
model
5542e724ad09 · 1.7GB
    Metadata
  • general.architecture
    qwen3
  • general.file_type
    Q6_K
  • qwen3.attention.head_count
    16
  • 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
    28
  • qwen3.context_length
    32768
  • qwen3.embedding_length
    2048
  • qwen3.feed_forward_length
    6144
  • qwen3.rope.freq_base
    1e+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
    [!, ", #, $, %, ...]
    • Tensor
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    [2048, 2048]
  • blk.22.attn_q_norm.weight
    F32
    [128]
  • blk.22.attn_v.weight
    Q6_K
    [2048, 1024]
  • blk.22.ffn_down.weight
    Q6_K
    [6144, 2048]
  • blk.22.ffn_gate.weight
    Q6_K
    [2048, 6144]
  • blk.22.ffn_norm.weight
    F32
    [2048]
  • blk.22.ffn_up.weight
    Q6_K
    [2048, 6144]
    • blk.23
  • blk.23.attn_k.weight
    Q6_K
    [2048, 1024]
  • blk.23.attn_k_norm.weight
    F32
    [128]
  • blk.23.attn_norm.weight
    F32
    [2048]
  • blk.23.attn_output.weight
    Q6_K
    [2048, 2048]
  • blk.23.attn_q.weight
    Q6_K
    [2048, 2048]
  • blk.23.attn_q_norm.weight
    F32
    [128]
  • blk.23.attn_v.weight
    Q6_K
    [2048, 1024]
  • blk.23.ffn_down.weight
    Q6_K
    [6144, 2048]
  • blk.23.ffn_gate.weight
    Q6_K
    [2048, 6144]
  • blk.23.ffn_norm.weight
    F32
    [2048]
  • blk.23.ffn_up.weight
    Q6_K
    [2048, 6144]
    • blk.24
  • blk.24.attn_k.weight
    Q6_K
    [2048, 1024]
  • blk.24.attn_k_norm.weight
    F32
    [128]
  • blk.24.attn_norm.weight
    F32
    [2048]
  • blk.24.attn_output.weight
    Q6_K
    [2048, 2048]
  • blk.24.attn_q.weight
    Q6_K
    [2048, 2048]
  • blk.24.attn_q_norm.weight
    F32
    [128]
  • blk.24.attn_v.weight
    Q6_K
    [2048, 1024]
  • blk.24.ffn_down.weight
    Q6_K
    [6144, 2048]
  • blk.24.ffn_gate.weight
    Q6_K
    [2048, 6144]
  • blk.24.ffn_norm.weight
    F32
    [2048]
  • blk.24.ffn_up.weight
    Q6_K
    [2048, 6144]
    • blk.25
  • blk.25.attn_k.weight
    Q6_K
    [2048, 1024]
  • blk.25.attn_k_norm.weight
    F32
    [128]
  • blk.25.attn_norm.weight
    F32
    [2048]
  • blk.25.attn_output.weight
    Q6_K
    [2048, 2048]
  • blk.25.attn_q.weight
    Q6_K
    [2048, 2048]
  • blk.25.attn_q_norm.weight
    F32
    [128]
  • blk.25.attn_v.weight
    Q6_K
    [2048, 1024]
  • blk.25.ffn_down.weight
    Q6_K
    [6144, 2048]
  • blk.25.ffn_gate.weight
    Q6_K
    [2048, 6144]
  • blk.25.ffn_norm.weight
    F32
    [2048]
  • blk.25.ffn_up.weight
    Q6_K
    [2048, 6144]
    • blk.26
  • blk.26.attn_k.weight
    Q6_K
    [2048, 1024]
  • blk.26.attn_k_norm.weight
    F32
    [128]
  • blk.26.attn_norm.weight
    F32
    [2048]
  • blk.26.attn_output.weight
    Q6_K
    [2048, 2048]
  • blk.26.attn_q.weight
    Q6_K
    [2048, 2048]
  • blk.26.attn_q_norm.weight
    F32
    [128]
  • blk.26.attn_v.weight
    Q6_K
    [2048, 1024]
  • blk.26.ffn_down.weight
    Q6_K
    [6144, 2048]
  • blk.26.ffn_gate.weight
    Q6_K
    [2048, 6144]
  • blk.26.ffn_norm.weight
    F32
    [2048]
  • blk.26.ffn_up.weight
    Q6_K
    [2048, 6144]
    • blk.27
  • blk.27.attn_k.weight
    Q6_K
    [2048, 1024]
  • blk.27.attn_k_norm.weight
    F32
    [128]
  • blk.27.attn_norm.weight
    F32
    [2048]
  • blk.27.attn_output.weight
    Q6_K
    [2048, 2048]
  • blk.27.attn_q.weight
    Q6_K
    [2048, 2048]
  • blk.27.attn_q_norm.weight
    F32
    [128]
  • blk.27.attn_v.weight
    Q6_K
    [2048, 1024]
  • blk.27.ffn_down.weight
    Q6_K
    [6144, 2048]
  • blk.27.ffn_gate.weight
    Q6_K
    [2048, 6144]
  • blk.27.ffn_norm.weight
    F32
    [2048]
  • blk.27.ffn_up.weight
    Q6_K
    [2048, 6144]
  • output.weight
    Q6_K
    [2048, 151936]
  • output_norm.weight
    F32
    [2048]