Jayasimma/ healthsoft:latest

115 4 months ago

HealthSoft is an ultra-efficient medical language model designed for healthcare applications on resource-constrained devices. With only 1.3 billion parameters, HealthSoft delivers clinical-grade performance while running smoothly on laptops, mobile device

... /
model
6e85dfbba914 · 1.1GB
    Metadata
  • general.architecture
    qwen2
  • general.file_type
    Q4_K_M
  • qwen2.attention.head_count
    12
  • qwen2.attention.head_count_kv
    2
  • qwen2.attention.layer_norm_rms_epsilon
    1e-06
  • qwen2.block_count
    28
  • qwen2.context_length
    131072
  • qwen2.embedding_length
    1536
  • qwen2.feed_forward_length
    8960
  • qwen2.rope.freq_base
    10000
  • tokenizer.ggml.add_bos_token
    true
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.bos_token_id
    151646
  • tokenizer.ggml.eos_token_id
    151643
  • 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
    deepseek-r1-qwen
  • tokenizer.ggml.token_type
    [1, 1, 1, 1, 1, ...]
  • tokenizer.ggml.tokens
    [!, ", #, $, %, ...]
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    Q4_K
    [1536, 256]
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    F32
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    Q4_K
    [1536, 1536]
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    F32
    [1536]
  • blk.21.attn_q.weight
    Q4_K
    [1536, 1536]
  • blk.21.attn_v.bias
    F32
    [256]
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    Q4_K
    [1536, 256]
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    [8960, 1536]
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    Q4_K
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    • blk.22
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    F32
    [256]
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    Q4_K
    [1536, 256]
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    F32
    [1536]
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    Q4_K
    [1536, 1536]
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    F32
    [1536]
  • blk.22.attn_q.weight
    Q4_K
    [1536, 1536]
  • blk.22.attn_v.bias
    F32
    [256]
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    Q4_K
    [1536, 256]
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    Q4_K
    [8960, 1536]
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    Q4_K
    [1536, 8960]
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    F32
    [1536]
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    Q4_K
    [1536, 8960]
    • blk.23
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    F32
    [256]
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    Q4_K
    [1536, 256]
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    F32
    [1536]
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    Q4_K
    [1536, 1536]
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    F32
    [1536]
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    Q4_K
    [1536, 1536]
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    F32
    [256]
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    Q6_K
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    Q6_K
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    F32
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    Q4_K
    [1536, 8960]
    • blk.24
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    F32
    [256]
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    Q4_K
    [1536, 256]
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    F32
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    Q4_K
    [1536, 1536]
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    F32
    [1536]
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    Q4_K
    [1536, 1536]
  • blk.24.attn_v.bias
    F32
    [256]
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    Q6_K
    [1536, 256]
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    Q6_K
    [8960, 1536]
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    F32
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    • blk.25
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    F32
    [256]
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    Q4_K
    [1536, 256]
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    F32
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    Q4_K
    [1536, 1536]
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    F32
    [256]
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    Q6_K
    [1536, 256]
  • blk.25.ffn_down.weight
    Q6_K
    [8960, 1536]
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    Q4_K
    [1536, 8960]
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    F32
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    Q4_K
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    • blk.26
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    F32
    [256]
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    Q4_K
    [1536, 256]
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    F32
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    [1536, 1536]
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    F32
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    Q4_K
    [1536, 1536]
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    F32
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    Q6_K
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    • blk.27
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    F32
    [256]
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    [1536, 256]
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    Q4_K
    [1536, 1536]
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    F32
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    Q6_K
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    Q6_K
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    Q4_K
    [1536, 8960]
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