phi3

Phi-3 is a family of lightweight 3B (Mini) and 14B (Medium) state-of-the-art open models by Microsoft.

3.8b 14b

2.8M 4 months ago

72 Tags
... /
model
64e8f4d6856f · 7.9GB
    Metadata
  • general.architecture
    phi3
  • general.basename
    Phi-3
  • general.file_type
    2
  • general.finetune
    128k-instruct
  • general.languages
    [multilingual]
  • general.license
    mit
  • general.license.link
    https://huggingface.co/microsoft/Phi-3-medium-128k-instruct/resolve/main/LICENSE
  • general.name
    Phi 3 Medium 128k Instruct
  • general.quantization_version
    2
  • general.size_label
    medium
  • general.tags
    [nlp, code, text-generation]
  • general.type
    model
  • phi3.attention.head_count
    40
  • phi3.attention.head_count_kv
    10
  • phi3.attention.layer_norm_rms_epsilon
    1e-05
  • phi3.attention.sliding_window
    131072
  • phi3.block_count
    40
  • phi3.context_length
    131072
  • phi3.embedding_length
    5120
  • phi3.feed_forward_length
    17920
  • phi3.rope.dimension_count
    128
  • phi3.rope.freq_base
    10000
  • phi3.rope.scaling.attn_factor
    1.1902381
  • phi3.rope.scaling.original_context_length
    4096
  • tokenizer.ggml.add_bos_token
    false
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.bos_token_id
    1
  • tokenizer.ggml.eos_token_id
    32000
  • tokenizer.ggml.model
    llama
  • tokenizer.ggml.padding_token_id
    32000
  • tokenizer.ggml.pre
    default
  • tokenizer.ggml.scores
    [-1000, -1000, -1000, 0, 0, ...]
  • tokenizer.ggml.token_type
    [3, 3, 4, 6, 6, ...]
  • tokenizer.ggml.tokens
    [<unk>, <s>, </s>, <0x00>, <0x01>, ...]
  • tokenizer.ggml.unknown_token_id
    0
    • Tensor
  • Name
    Type
    Shape
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    Q4_0
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    F32
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    Q4_0
    [5120, 5120]
  • blk.0.attn_qkv.weight
    Q4_0
    [5120, 7680]
  • blk.0.ffn_down.weight
    Q4_0
    [17920, 5120]
  • blk.0.ffn_norm.weight
    F32
    [5120]
  • blk.0.ffn_up.weight
    Q4_0
    [5120, 35840]
    • blk.1
  • blk.1.attn_norm.weight
    F32
    [5120]
  • blk.1.attn_output.weight
    Q4_0
    [5120, 5120]
  • blk.1.attn_qkv.weight
    Q4_0
    [5120, 7680]
  • blk.1.ffn_down.weight
    Q4_0
    [17920, 5120]
  • blk.1.ffn_norm.weight
    F32
    [5120]
  • blk.1.ffn_up.weight
    Q4_0
    [5120, 35840]
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    F32
    [5120]
  • blk.2.attn_output.weight
    Q4_0
    [5120, 5120]
  • blk.2.attn_qkv.weight
    Q4_0
    [5120, 7680]
  • blk.2.ffn_down.weight
    Q4_0
    [17920, 5120]
  • blk.2.ffn_norm.weight
    F32
    [5120]
  • blk.2.ffn_up.weight
    Q4_0
    [5120, 35840]
    • blk.3
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    F32
    [5120]
  • blk.3.attn_output.weight
    Q4_0
    [5120, 5120]
  • blk.3.attn_qkv.weight
    Q4_0
    [5120, 7680]
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    Q4_0
    [17920, 5120]
  • blk.3.ffn_norm.weight
    F32
    [5120]
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    Q4_0
    [5120, 35840]
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    F32
    [5120]
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    Q4_0
    [5120, 5120]
  • blk.4.attn_qkv.weight
    Q4_0
    [5120, 7680]
  • blk.4.ffn_down.weight
    Q4_0
    [17920, 5120]
  • blk.4.ffn_norm.weight
    F32
    [5120]
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    Q4_0
    [5120, 35840]
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    F32
    [5120]
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    Q4_0
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    Q4_0
    [5120, 7680]
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    Q4_0
    [17920, 5120]
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    F32
    [5120]
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    Q4_0
    [5120, 35840]
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    F32
    [5120]
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    Q4_0
    [5120, 5120]
  • blk.6.attn_qkv.weight
    Q4_0
    [5120, 7680]
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    Q4_0
    [17920, 5120]
  • blk.6.ffn_norm.weight
    F32
    [5120]
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    Q4_0
    [5120, 35840]
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    F32
    [5120]
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    Q4_0
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    Q4_0
    [5120, 7680]
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    Q4_0
    [17920, 5120]
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    F32
    [5120]
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
    [17920, 5120]
  • blk.8.ffn_norm.weight
    F32
    [5120]
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    Q4_0
    [5120, 35840]
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    F32
    [5120]
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    Q4_0
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    Q4_0
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    Q4_0
    [17920, 5120]
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    F32
    [5120]
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    Q4_0
    [5120, 35840]
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    F32
    [5120]
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    Q4_0
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    Q4_0
    [5120, 7680]
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    Q4_0
    [17920, 5120]
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    F32
    [5120]
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
    [17920, 5120]
  • blk.12.ffn_norm.weight
    F32
    [5120]
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    Q4_0
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    F32
    [5120]
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    Q4_0
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    Q4_0
    [5120, 7680]
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    Q4_0
    [17920, 5120]
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    F32
    [5120]
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    Q4_0
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    F32
    [5120]
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    Q4_0
    [5120, 5120]
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    Q4_0
    [5120, 7680]
  • blk.14.ffn_down.weight
    Q4_0
    [17920, 5120]
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    F32
    [5120]
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    Q4_0
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    F32
    [5120]
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    Q4_0
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    Q4_0
    [5120, 7680]
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    Q4_0
    [17920, 5120]
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    F32
    [5120]
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    F32
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    Q4_0
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    F32
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    Q4_0
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    F32
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    F32
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    F32
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    Q4_0
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    Q4_0
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    F32
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  • blk.38.ffn_down.weight
    Q4_0
    [17920, 5120]
  • blk.38.ffn_norm.weight
    F32
    [5120]
  • blk.38.ffn_up.weight
    Q4_0
    [5120, 35840]
    • blk.39
  • blk.39.attn_norm.weight
    F32
    [5120]
  • blk.39.attn_output.weight
    Q4_0
    [5120, 5120]
  • blk.39.attn_qkv.weight
    Q4_0
    [5120, 7680]
  • blk.39.ffn_down.weight
    Q4_0
    [17920, 5120]
  • blk.39.ffn_norm.weight
    F32
    [5120]
  • blk.39.ffn_up.weight
    Q4_0
    [5120, 35840]
  • output.weight
    Q6_K
    [5120, 32064]
  • rope_factors_long.weight
    F32
    [64]
  • rope_factors_short.weight
    F32
    [64]
  • output_norm.weight
    F32
    [5120]