gleison/
SQLAlchemyAgent:latest

32 2 months ago

AI agent specialized in generating and adapting SQLAlchemy code using Python. Supports ORM models, async queries, and integration with FastAPI and relational databases.

thinking
... /
model
e6a7edc1a4d7 · 5.2GB
    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
    131072
  • qwen3.embedding_length
    4096
  • qwen3.feed_forward_length
    12288
  • qwen3.rope.freq_base
    1e+06
  • qwen3.rope.scaling.factor
    4
  • qwen3.rope.scaling.original_context_length
    32768
  • qwen3.rope.scaling.type
    yarn
  • tokenizer.ggml.add_bos_token
    false
  • tokenizer.ggml.add_eos_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
    151645
  • tokenizer.ggml.pre
    qwen2
  • tokenizer.ggml.token_type
    [1, 1, 1, 1, 1, ...]
  • tokenizer.ggml.tokens
    [!, ", #, $, %, ...]
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    F16
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    F32
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    F32
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    Q4_K
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    Q4_K
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    F32
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    F16
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    F32
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    F32
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    Q4_K
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    Q4_K
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    F32
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    F16
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    Q6_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    F32
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    F32
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    Q4_K
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    Q4_K
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    F32
    [128]
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    F16
    [4096, 1024]
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    Q4_K
    [12288, 4096]
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    Q4_K
    [4096, 12288]
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    F32
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    Q4_K
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    Q4_K
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    F32
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    F32
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    Q4_K
    [4096, 4096]
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    Q4_K
    [4096, 4096]
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    F32
    [128]
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    F16
    [4096, 1024]
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    Q4_K
    [12288, 4096]
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    Q4_K
    [4096, 12288]
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    F32
    [4096]
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    Q4_K
    [4096, 12288]
    • blk.27
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    Q4_K
    [4096, 1024]
  • blk.27.attn_k_norm.weight
    F32
    [128]
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    F32
    [4096]
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    Q4_K
    [4096, 4096]
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    Q4_K
    [4096, 4096]
  • blk.27.attn_q_norm.weight
    F32
    [128]
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    F16
    [4096, 1024]
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    Q6_K
    [12288, 4096]
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    Q4_K
    [4096, 12288]
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    F32
    [4096]
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    Q4_K
    [4096, 12288]
    • blk.28
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    Q4_K
    [4096, 1024]
  • blk.28.attn_k_norm.weight
    F32
    [128]
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    F32
    [4096]
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    Q4_K
    [4096, 4096]
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    Q4_K
    [4096, 4096]
  • blk.28.attn_q_norm.weight
    F32
    [128]
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    F16
    [4096, 1024]
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    Q4_K
    [12288, 4096]
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    Q4_K
    [4096, 12288]
  • blk.28.ffn_norm.weight
    F32
    [4096]
  • blk.28.ffn_up.weight
    Q4_K
    [4096, 12288]
    • blk.29
  • blk.29.attn_k.weight
    Q4_K
    [4096, 1024]
  • blk.29.attn_k_norm.weight
    F32
    [128]
  • blk.29.attn_norm.weight
    F32
    [4096]
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    Q4_K
    [4096, 4096]
  • blk.29.attn_q.weight
    Q4_K
    [4096, 4096]
  • blk.29.attn_q_norm.weight
    F32
    [128]
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    F16
    [4096, 1024]
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    Q4_K
    [12288, 4096]
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    Q4_K
    [4096, 12288]
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    F32
    [4096]
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    Q4_K
    [4096, 12288]
    • blk.30
  • blk.30.attn_k.weight
    Q4_K
    [4096, 1024]
  • blk.30.attn_k_norm.weight
    F32
    [128]
  • blk.30.attn_norm.weight
    F32
    [4096]
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    Q4_K
    [4096, 4096]
  • blk.30.attn_q.weight
    Q4_K
    [4096, 4096]
  • blk.30.attn_q_norm.weight
    F32
    [128]
  • blk.30.attn_v.weight
    F16
    [4096, 1024]
  • blk.30.ffn_down.weight
    Q6_K
    [12288, 4096]
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    Q4_K
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    F32
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    Q4_K
    [4096, 12288]
    • blk.31
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    Q4_K
    [4096, 1024]
  • blk.31.attn_k_norm.weight
    F32
    [128]
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    F32
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    Q4_K
    [4096, 4096]
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    Q4_K
    [4096, 4096]
  • blk.31.attn_q_norm.weight
    F32
    [128]
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    F16
    [4096, 1024]
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    Q6_K
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    Q4_K
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  • blk.31.ffn_norm.weight
    F32
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    Q4_K
    [4096, 12288]
    • blk.32
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    Q4_K
    [4096, 1024]
  • blk.32.attn_k_norm.weight
    F32
    [128]
  • blk.32.attn_norm.weight
    F32
    [4096]
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    Q4_K
    [4096, 4096]
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    Q4_K
    [4096, 4096]
  • blk.32.attn_q_norm.weight
    F32
    [128]
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    F16
    [4096, 1024]
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    Q6_K
    [12288, 4096]
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    Q4_K
    [4096, 12288]
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    F32
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    Q4_K
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    • blk.33
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    Q4_K
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  • blk.33.attn_k_norm.weight
    F32
    [128]
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    F32
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    Q4_K
    [4096, 4096]
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    Q4_K
    [4096, 4096]
  • blk.33.attn_q_norm.weight
    F32
    [128]
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    F16
    [4096, 1024]
  • blk.33.ffn_down.weight
    Q6_K
    [12288, 4096]
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    Q4_K
    [4096, 12288]
  • blk.33.ffn_norm.weight
    F32
    [4096]
  • blk.33.ffn_up.weight
    Q4_K
    [4096, 12288]
    • blk.34
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    Q4_K
    [4096, 1024]
  • blk.34.attn_k_norm.weight
    F32
    [128]
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    F32
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    Q4_K
    [4096, 4096]
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    Q4_K
    [4096, 4096]
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    F32
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    F16
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    Q6_K
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    Q4_K
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    F32
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    Q4_K
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    • blk.35
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    Q4_K
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    F32
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    F32
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    Q4_K
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    Q4_K
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    F32
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    F16
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    Q6_K
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    Q4_K
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    F32
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    Q4_K
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    F32
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