lfm2:latest

13 hours ago

LFM2 is a family of hybrid models designed for on-device deployment. LFM2-24B-A2B is the largest model in the family, scaling the architecture to 24 billion parameters while keeping inference efficient.

tools 24b
... /
model
d55ab0bfb1b8 · 14GB
    Metadata
  • general.architecture
    lfm2moe
  • general.file_type
    Q4_K_M
  • lfm2moe.attention.head_count
    32
  • lfm2moe.attention.head_count_kv
    [0, 0, 8, 0, 0, ...]
  • lfm2moe.attention.key_length
    64
  • lfm2moe.attention.layer_norm_rms_epsilon
    1e-05
  • lfm2moe.attention.value_length
    64
  • lfm2moe.block_count
    40
  • lfm2moe.context_length
    32768
  • lfm2moe.embedding_length
    2048
  • lfm2moe.expert_count
    64
  • lfm2moe.expert_feed_forward_length
    1536
  • lfm2moe.expert_gating_func
    2
  • lfm2moe.expert_used_count
    4
  • lfm2moe.feed_forward_length
    11776
  • 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
    false
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.add_padding_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.scores
    [0, 1, 2, 3, 4, ...]
  • tokenizer.ggml.token_type
    [3, 3, 3, 3, 3, ...]
  • tokenizer.ggml.tokens
    [<|pad|>, <|startoftext|>, <|endoftext|>, <|fim_pre|>, <|fim_mid|>, ...]
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