sam860/
LFM2:8b-a1b-Q8_0

945 1 month ago

Small models made to run on mobile devices, developed by Liquid AI

350m 700m 1.2b 2.6b 8b
... /
model
3c16f68b363a · 8.9GB
    Metadata
  • general.architecture
    lfm2moe
  • general.file_type
    Q8_0
  • lfm2moe.attention.head_count
    32
  • lfm2moe.attention.head_count_kv
    [0, 0, 8, 0, 0, ...]
  • lfm2moe.attention.layer_norm_rms_epsilon
    1e-05
  • lfm2moe.block_count
    24
  • lfm2moe.context_length
    128000
  • lfm2moe.embedding_length
    2048
  • lfm2moe.expert_count
    32
  • lfm2moe.expert_feed_forward_length
    1792
  • lfm2moe.expert_gating_func
    2
  • lfm2moe.expert_used_count
    4
  • lfm2moe.feed_forward_length
    7168
  • lfm2moe.leading_dense_block_count
    2
  • lfm2moe.rope.freq_base
    1e+06
  • lfm2moe.shortconv.l_cache
    3
  • lfm2moe.vocab_size
    65536
  • tokenizer.ggml.add_bos_token
    true
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.add_sep_token
    false
  • tokenizer.ggml.bos_token_id
    1
  • tokenizer.ggml.eos_token_id
    7
  • tokenizer.ggml.merges
    [Ċ Ċ, Ċ ĊĊ, ĊĊ Ċ, Ċ ĊĊĊ, ĊĊ ĊĊ, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.padding_token_id
    0
  • tokenizer.ggml.pre
    lfm2
  • tokenizer.ggml.token_type
    [3, 3, 3, 3, 3, ...]
  • tokenizer.ggml.tokens
    [<|pad|>, <|startoftext|>, <|endoftext|>, <|fim_pre|>, <|fim_mid|>, ...]
    • Tensor
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    [2048]
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    F32
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    [2048, 6144]
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    F32
    [2048]
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    [32]
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    F32
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    Q8_0
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    Q8_0
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    F32
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    F32
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    Q8_0
    [2048, 1792, 32]
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    F32
    [2048]
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    F32
    [32]
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    Q8_0
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    Q8_0
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    F32
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    F32
    [2048]
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    Q8_0
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    F32
    [3, 2048]
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    Q8_0
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    Q8_0
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    F32
    [2048]
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    F32
    [32]
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    Q8_0
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    Q8_0
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    F32
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    F32
    [2048]
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    Q8_0
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    F32
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    Q8_0
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    Q8_0
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