The 7B model released by Mistral AI, updated to version 0.3.

Tools 7B

2.9M Pulls Updated 2 days ago

84 Tags

aaf7a285880e · 5.1GB
  • version
    3
  • parameters
    7.25B
  • Metadata
  • general.architecture
    llama
  • general.file_type
    Q5_K_M
  • general.name
    Mistral-7B-Instruct-v0.3
  • general.quantization_version
    2
  • llama.attention.head_count
    32
  • llama.attention.head_count_kv
    8
  • llama.attention.layer_norm_rms_epsilon
    1e-05
  • llama.block_count
    32
  • llama.context_length
    32768
  • llama.embedding_length
    4096
  • llama.feed_forward_length
    14336
  • llama.rope.dimension_count
    128
  • llama.rope.freq_base
    1e+06
  • llama.vocab_size
    32768
  • tokenizer.ggml.add_bos_token
    true
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.bos_token_id
    1
  • tokenizer.ggml.eos_token_id
    2
  • tokenizer.ggml.model
    llama
  • tokenizer.ggml.pre
    default
  • tokenizer.ggml.scores
    [0 0 0 0 0 ...]
  • tokenizer.ggml.token_type
    [2 3 3 3 3 ...]
  • tokenizer.ggml.tokens
    [<unk> <s> </s> [INST] [/INST] ...]
  • tokenizer.ggml.unknown_token_id
    0
  • Tensors
  • Name
    Type
    Shape
  • blk.0
  • blk.0.attn_norm.weight
    F32
    [4096]
  • blk.0.ffn_down.weight
    Q6_K
    [14336 4096]
  • blk.0.ffn_gate.weight
    Q5_K
    [4096 14336]
  • blk.0.ffn_up.weight
    Q5_K
    [4096 14336]
  • blk.0.ffn_norm.weight
    F32
    [4096]
  • blk.0.attn_k.weight
    Q5_K
    [4096 1024]
  • blk.0.attn_output.weight
    Q5_K
    [4096 4096]
  • blk.0.attn_q.weight
    Q5_K
    [4096 4096]
  • blk.0.attn_v.weight
    Q6_K
    [4096 1024]
  • blk.1
  • blk.1.attn_norm.weight
    F32
    [4096]
  • blk.1.ffn_down.weight
    Q6_K
    [14336 4096]
  • blk.1.ffn_gate.weight
    Q5_K
    [4096 14336]
  • blk.1.ffn_up.weight
    Q5_K
    [4096 14336]
  • blk.1.ffn_norm.weight
    F32
    [4096]
  • blk.1.attn_k.weight
    Q5_K
    [4096 1024]
  • blk.1.attn_output.weight
    Q5_K
    [4096 4096]
  • blk.1.attn_q.weight
    Q5_K
    [4096 4096]
  • blk.1.attn_v.weight
    Q6_K
    [4096 1024]
  • blk.2
  • blk.2.attn_norm.weight
    F32
    [4096]
  • blk.2.ffn_down.weight
    Q6_K
    [14336 4096]
  • blk.2.ffn_gate.weight
    Q5_K
    [4096 14336]
  • blk.2.ffn_up.weight
    Q5_K
    [4096 14336]
  • blk.2.ffn_norm.weight
    F32
    [4096]
  • blk.2.attn_k.weight
    Q5_K
    [4096 1024]
  • blk.2.attn_output.weight
    Q5_K
    [4096 4096]
  • blk.2.attn_q.weight
    Q5_K
    [4096 4096]
  • blk.2.attn_v.weight
    Q6_K
    [4096 1024]
  • blk.3
  • blk.3.attn_norm.weight
    F32
    [4096]
  • blk.3.ffn_down.weight
    Q6_K
    [14336 4096]
  • blk.3.ffn_gate.weight
    Q5_K
    [4096 14336]
  • blk.3.ffn_up.weight
    Q5_K
    [4096 14336]
  • blk.3.ffn_norm.weight
    F32
    [4096]
  • blk.3.attn_k.weight
    Q5_K
    [4096 1024]
  • blk.3.attn_output.weight
    Q5_K
    [4096 4096]
  • blk.3.attn_q.weight
    Q5_K
    [4096 4096]
  • blk.3.attn_v.weight
    Q5_K
    [4096 1024]
  • blk.4
  • blk.4.attn_norm.weight
    F32
    [4096]
  • blk.4.ffn_down.weight
    Q5_K
    [14336 4096]
  • blk.4.ffn_gate.weight
    Q5_K
    [4096 14336]
  • blk.4.ffn_up.weight
    Q5_K
    [4096 14336]
  • blk.4.ffn_norm.weight
    F32
    [4096]
  • blk.4.attn_k.weight
    Q5_K
    [4096 1024]
  • blk.4.attn_output.weight
    Q5_K
    [4096 4096]
  • blk.4.attn_q.weight
    Q5_K
    [4096 4096]
  • blk.4.attn_v.weight
    Q5_K
    [4096 1024]
  • blk.5
  • blk.5.attn_norm.weight
    F32
    [4096]
  • blk.5.ffn_down.weight
    Q5_K
    [14336 4096]
  • blk.5.ffn_gate.weight
    Q5_K
    [4096 14336]
  • blk.5.ffn_up.weight
    Q5_K
    [4096 14336]
  • blk.5.ffn_norm.weight
    F32
    [4096]
  • blk.5.attn_k.weight
    Q5_K
    [4096 1024]
  • blk.5.attn_output.weight
    Q5_K
    [4096 4096]
  • blk.5.attn_q.weight
    Q5_K
    [4096 4096]
  • blk.5.attn_v.weight
    Q6_K
    [4096 1024]
  • blk.6
  • blk.6.attn_norm.weight
    F32
    [4096]
  • blk.6.ffn_down.weight
    Q6_K
    [14336 4096]
  • blk.6.ffn_gate.weight
    Q5_K
    [4096 14336]
  • blk.6.ffn_up.weight
    Q5_K
    [4096 14336]
  • blk.6.ffn_norm.weight
    F32
    [4096]
  • blk.6.attn_k.weight
    Q5_K
    [4096 1024]
  • blk.6.attn_output.weight
    Q5_K
    [4096 4096]
  • blk.6.attn_q.weight
    Q5_K
    [4096 4096]
  • blk.6.attn_v.weight
    Q5_K
    [4096 1024]
  • blk.7
  • blk.7.attn_norm.weight
    F32
    [4096]
  • blk.7.ffn_down.weight
    Q5_K
    [14336 4096]
  • blk.7.ffn_gate.weight
    Q5_K
    [4096 14336]
  • blk.7.ffn_up.weight
    Q5_K
    [4096 14336]
  • blk.7.ffn_norm.weight
    F32
    [4096]
  • blk.7.attn_k.weight
    Q5_K
    [4096 1024]
  • blk.7.attn_output.weight
    Q5_K
    [4096 4096]
  • blk.7.attn_q.weight
    Q5_K
    [4096 4096]
  • blk.7.attn_v.weight
    Q5_K
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  • blk.8
  • blk.8.attn_norm.weight
    F32
    [4096]
  • blk.8.ffn_down.weight
    Q5_K
    [14336 4096]
  • blk.8.ffn_gate.weight
    Q5_K
    [4096 14336]
  • blk.8.ffn_up.weight
    Q5_K
    [4096 14336]
  • blk.8.ffn_norm.weight
    F32
    [4096]
  • blk.8.attn_k.weight
    Q5_K
    [4096 1024]
  • blk.8.attn_output.weight
    Q5_K
    [4096 4096]
  • blk.8.attn_q.weight
    Q5_K
    [4096 4096]
  • blk.8.attn_v.weight
    Q6_K
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  • blk.9
  • blk.9.attn_norm.weight
    F32
    [4096]
  • blk.9.ffn_down.weight
    Q6_K
    [14336 4096]
  • blk.9.ffn_gate.weight
    Q5_K
    [4096 14336]
  • blk.9.ffn_up.weight
    Q5_K
    [4096 14336]
  • blk.9.ffn_norm.weight
    F32
    [4096]
  • blk.9.attn_k.weight
    Q5_K
    [4096 1024]
  • blk.9.attn_output.weight
    Q5_K
    [4096 4096]
  • blk.9.attn_q.weight
    Q5_K
    [4096 4096]
  • blk.9.attn_v.weight
    Q5_K
    [4096 1024]
  • blk.10
  • blk.10.ffn_gate.weight
    Q5_K
    [4096 14336]
  • blk.10.ffn_up.weight
    Q5_K
    [4096 14336]
  • blk.10.attn_k.weight
    Q5_K
    [4096 1024]
  • blk.10.attn_output.weight
    Q5_K
    [4096 4096]
  • blk.10.attn_q.weight
    Q5_K
    [4096 4096]
  • blk.10.attn_v.weight
    Q6_K
    [4096 1024]
  • blk.10.attn_norm.weight
    F32
    [4096]
  • blk.10.ffn_down.weight
    Q5_K
    [14336 4096]
  • blk.10.ffn_norm.weight
    F32
    [4096]
  • blk.11
  • blk.11.attn_norm.weight
    F32
    [4096]
  • blk.11.ffn_down.weight
    Q5_K
    [14336 4096]
  • blk.11.ffn_gate.weight
    Q5_K
    [4096 14336]
  • blk.11.ffn_up.weight
    Q5_K
    [4096 14336]
  • blk.11.ffn_norm.weight
    F32
    [4096]
  • blk.11.attn_k.weight
    Q5_K
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  • blk.11.attn_output.weight
    Q5_K
    [4096 4096]
  • blk.11.attn_q.weight
    Q5_K
    [4096 4096]
  • blk.11.attn_v.weight
    Q5_K
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  • blk.12.attn_norm.weight
    F32
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  • blk.12.ffn_down.weight
    Q6_K
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    Q5_K
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  • blk.12.ffn_up.weight
    Q5_K
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  • blk.12.ffn_norm.weight
    F32
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    Q5_K
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    Q5_K
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  • blk.12.attn_q.weight
    Q5_K
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  • blk.12.attn_v.weight
    Q6_K
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  • blk.13.attn_norm.weight
    F32
    [4096]
  • blk.13.ffn_down.weight
    Q5_K
    [14336 4096]
  • blk.13.ffn_gate.weight
    Q5_K
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  • blk.13.ffn_up.weight
    Q5_K
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  • blk.13.ffn_norm.weight
    F32
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    Q5_K
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  • blk.13.attn_output.weight
    Q5_K
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    Q5_K
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    Q5_K
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    F32
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    Q5_K
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    Q5_K
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    Q5_K
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    F32
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    Q5_K
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    Q5_K
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  • blk.14.attn_q.weight
    Q5_K
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  • blk.14.attn_v.weight
    Q5_K
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  • blk.15
  • blk.15.attn_norm.weight
    F32
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    Q6_K
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    Q5_K
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    Q5_K
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    F32
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    Q5_K
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  • blk.15.attn_output.weight
    Q5_K
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  • blk.15.attn_q.weight
    Q5_K
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  • blk.15.attn_v.weight
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  • blk.16.attn_norm.weight
    F32
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    Q5_K
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    Q5_K
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    Q5_K
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    F32
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    Q5_K
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  • blk.16.attn_output.weight
    Q5_K
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  • blk.16.attn_q.weight
    Q5_K
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  • blk.16.attn_v.weight
    Q5_K
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  • blk.17.attn_norm.weight
    F32
    [4096]
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    Q5_K
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    Q5_K
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    Q5_K
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    F32
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    Q5_K
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    Q5_K
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    Q5_K
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    F32
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    Q6_K
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    Q5_K
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    Q5_K
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    F32
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    Q5_K
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    Q5_K
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    Q5_K
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  • blk.19.attn_norm.weight
    F32
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    Q5_K
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    Q5_K
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    Q5_K
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    F32
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    Q5_K
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    Q5_K
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    Q5_K
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    Q5_K
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    F32
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    Q5_K
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    Q5_K
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    F32
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    Q5_K
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    F32
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    Q5_K
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    Q5_K
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    Q5_K
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    Q5_K
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    F32
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    Q5_K
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    Q5_K
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    F32
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    Q5_K
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    F32
    [4096]
  • blk.27.attn_k.weight
    Q5_K
    [4096 1024]
  • blk.27.attn_output.weight
    Q5_K
    [4096 4096]
  • blk.27.attn_q.weight
    Q5_K
    [4096 4096]
  • blk.27.attn_v.weight
    Q6_K
    [4096 1024]
  • blk.28
  • blk.28.attn_norm.weight
    F32
    [4096]
  • blk.28.ffn_down.weight
    Q6_K
    [14336 4096]
  • blk.28.ffn_gate.weight
    Q5_K
    [4096 14336]
  • blk.28.ffn_up.weight
    Q5_K
    [4096 14336]
  • blk.28.ffn_norm.weight
    F32
    [4096]
  • blk.28.attn_k.weight
    Q5_K
    [4096 1024]
  • blk.28.attn_output.weight
    Q5_K
    [4096 4096]
  • blk.28.attn_q.weight
    Q5_K
    [4096 4096]
  • blk.28.attn_v.weight
    Q6_K
    [4096 1024]
  • blk.29
  • blk.29.attn_norm.weight
    F32
    [4096]
  • blk.29.ffn_down.weight
    Q6_K
    [14336 4096]
  • blk.29.ffn_gate.weight
    Q5_K
    [4096 14336]
  • blk.29.ffn_up.weight
    Q5_K
    [4096 14336]
  • blk.29.ffn_norm.weight
    F32
    [4096]
  • blk.29.attn_k.weight
    Q5_K
    [4096 1024]
  • blk.29.attn_output.weight
    Q5_K
    [4096 4096]
  • blk.29.attn_q.weight
    Q5_K
    [4096 4096]
  • blk.29.attn_v.weight
    Q6_K
    [4096 1024]
  • blk.30
  • blk.30.attn_norm.weight
    F32
    [4096]
  • blk.30.ffn_down.weight
    Q6_K
    [14336 4096]
  • blk.30.ffn_gate.weight
    Q5_K
    [4096 14336]
  • blk.30.ffn_up.weight
    Q5_K
    [4096 14336]
  • blk.30.ffn_norm.weight
    F32
    [4096]
  • blk.30.attn_k.weight
    Q5_K
    [4096 1024]
  • blk.30.attn_output.weight
    Q5_K
    [4096 4096]
  • blk.30.attn_q.weight
    Q5_K
    [4096 4096]
  • blk.30.attn_v.weight
    Q6_K
    [4096 1024]
  • blk.31
  • blk.31.attn_norm.weight
    F32
    [4096]
  • blk.31.ffn_down.weight
    Q6_K
    [14336 4096]
  • blk.31.ffn_gate.weight
    Q5_K
    [4096 14336]
  • blk.31.ffn_up.weight
    Q5_K
    [4096 14336]
  • blk.31.ffn_norm.weight
    F32
    [4096]
  • blk.31.attn_k.weight
    Q5_K
    [4096 1024]
  • blk.31.attn_output.weight
    Q5_K
    [4096 4096]
  • blk.31.attn_q.weight
    Q5_K
    [4096 4096]
  • blk.31.attn_v.weight
    Q6_K
    [4096 1024]