granite3-moe:3b

79.6K 8 months ago

The IBM Granite 1B and 3B models are the first mixture of experts (MoE) Granite models from IBM designed for low latency usage.

tools 1b 3b
... /
model
2c931bb3b330 · 2.1GB
    Metadata
  • general.architecture
    granitemoe
  • general.file_type
    Q4_K_M
  • granitemoe.attention.head_count
    24
  • granitemoe.attention.head_count_kv
    8
  • granitemoe.attention.layer_norm_rms_epsilon
    1e-06
  • granitemoe.attention.scale
    0.015625
  • granitemoe.block_count
    32
  • granitemoe.context_length
    4096
  • granitemoe.embedding_length
    1536
  • granitemoe.embedding_scale
    12
  • granitemoe.expert_count
    40
  • granitemoe.expert_used_count
    8
  • granitemoe.feed_forward_length
    512
  • granitemoe.logit_scale
    6
  • granitemoe.residual_scale
    0.22
  • granitemoe.rope.dimension_count
    64
  • granitemoe.rope.freq_base
    10000
  • granitemoe.vocab_size
    49155
  • tokenizer.ggml.add_bos_token
    false
  • tokenizer.ggml.add_space_prefix
    false
  • tokenizer.ggml.bos_token_id
    0
  • tokenizer.ggml.eos_token_id
    0
  • tokenizer.ggml.merges
    [Ġ Ġ, ĠĠ ĠĠ, ĠĠĠĠ ĠĠĠĠ, ĠĠ Ġ, e r, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.padding_token_id
    0
  • tokenizer.ggml.pre
    refact
  • tokenizer.ggml.token_type
    [3, 3, 3, 3, 3, ...]
  • tokenizer.ggml.tokens
    [<|end_of_text|>, <fim_prefix>, <fim_middle>, <fim_suffix>, <fim_pad>, ...]
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  • blk.22.ffn_norm.weight
    F32
    [1536]
  • blk.22.ffn_up_exps.weight
    Q4_K
    [1536, 512, 40]
    • blk.23
  • blk.23.attn_k.weight
    Q4_K
    [1536, 512]
  • blk.23.attn_norm.weight
    F32
    [1536]
  • blk.23.attn_output.weight
    Q4_K
    [1536, 1536]
  • blk.23.attn_q.weight
    Q4_K
    [1536, 1536]
  • blk.23.attn_v.weight
    Q4_K
    [1536, 512]
  • blk.23.ffn_down_exps.weight
    Q4_K
    [512, 1536, 40]
  • blk.23.ffn_gate_exps.weight
    Q4_K
    [1536, 512, 40]
  • blk.23.ffn_gate_inp.weight
    F32
    [1536, 40]
  • blk.23.ffn_norm.weight
    F32
    [1536]
  • blk.23.ffn_up_exps.weight
    Q4_K
    [1536, 512, 40]
    • blk.24
  • blk.24.attn_k.weight
    Q4_K
    [1536, 512]
  • blk.24.attn_norm.weight
    F32
    [1536]
  • blk.24.attn_output.weight
    Q4_K
    [1536, 1536]
  • blk.24.attn_q.weight
    Q4_K
    [1536, 1536]
  • blk.24.attn_v.weight
    Q4_K
    [1536, 512]
  • blk.24.ffn_down_exps.weight
    Q6_K
    [512, 1536, 40]
  • blk.24.ffn_gate_exps.weight
    Q4_K
    [1536, 512, 40]
  • blk.24.ffn_gate_inp.weight
    F32
    [1536, 40]
  • blk.24.ffn_norm.weight
    F32
    [1536]
  • blk.24.ffn_up_exps.weight
    Q4_K
    [1536, 512, 40]
    • blk.25
  • blk.25.attn_k.weight
    Q4_K
    [1536, 512]
  • blk.25.attn_norm.weight
    F32
    [1536]
  • blk.25.attn_output.weight
    Q4_K
    [1536, 1536]
  • blk.25.attn_q.weight
    Q4_K
    [1536, 1536]
  • blk.25.attn_v.weight
    Q4_K
    [1536, 512]
  • blk.25.ffn_down_exps.weight
    Q4_K
    [512, 1536, 40]
  • blk.25.ffn_gate_exps.weight
    Q4_K
    [1536, 512, 40]
  • blk.25.ffn_gate_inp.weight
    F32
    [1536, 40]
  • blk.25.ffn_norm.weight
    F32
    [1536]
  • blk.25.ffn_up_exps.weight
    Q4_K
    [1536, 512, 40]
    • blk.26
  • blk.26.attn_k.weight
    Q4_K
    [1536, 512]
  • blk.26.attn_norm.weight
    F32
    [1536]
  • blk.26.attn_output.weight
    Q4_K
    [1536, 1536]
  • blk.26.attn_q.weight
    Q4_K
    [1536, 1536]
  • blk.26.attn_v.weight
    Q4_K
    [1536, 512]
  • blk.26.ffn_down_exps.weight
    Q4_K
    [512, 1536, 40]
  • blk.26.ffn_gate_exps.weight
    Q4_K
    [1536, 512, 40]
  • blk.26.ffn_gate_inp.weight
    F32
    [1536, 40]
  • blk.26.ffn_norm.weight
    F32
    [1536]
  • blk.26.ffn_up_exps.weight
    Q4_K
    [1536, 512, 40]
    • blk.27
  • blk.27.attn_k.weight
    Q4_K
    [1536, 512]
  • blk.27.attn_norm.weight
    F32
    [1536]
  • blk.27.attn_output.weight
    Q4_K
    [1536, 1536]
  • blk.27.attn_q.weight
    Q4_K
    [1536, 1536]
  • blk.27.attn_v.weight
    Q6_K
    [1536, 512]
  • blk.27.ffn_down_exps.weight
    Q6_K
    [512, 1536, 40]
  • blk.27.ffn_gate_exps.weight
    Q4_K
    [1536, 512, 40]
  • blk.27.ffn_gate_inp.weight
    F32
    [1536, 40]
  • blk.27.ffn_norm.weight
    F32
    [1536]
  • blk.27.ffn_up_exps.weight
    Q4_K
    [1536, 512, 40]
    • blk.28
  • blk.28.attn_k.weight
    Q4_K
    [1536, 512]
  • blk.28.attn_norm.weight
    F32
    [1536]
  • blk.28.attn_output.weight
    Q4_K
    [1536, 1536]
  • blk.28.attn_q.weight
    Q4_K
    [1536, 1536]
  • blk.28.attn_v.weight
    Q6_K
    [1536, 512]
  • blk.28.ffn_down_exps.weight
    Q6_K
    [512, 1536, 40]
  • blk.28.ffn_gate_exps.weight
    Q4_K
    [1536, 512, 40]
  • blk.28.ffn_gate_inp.weight
    F32
    [1536, 40]
  • blk.28.ffn_norm.weight
    F32
    [1536]
  • blk.28.ffn_up_exps.weight
    Q4_K
    [1536, 512, 40]
    • blk.29
  • blk.29.attn_k.weight
    Q4_K
    [1536, 512]
  • blk.29.attn_norm.weight
    F32
    [1536]
  • blk.29.attn_output.weight
    Q4_K
    [1536, 1536]
  • blk.29.attn_q.weight
    Q4_K
    [1536, 1536]
  • blk.29.attn_v.weight
    Q6_K
    [1536, 512]
  • blk.29.ffn_down_exps.weight
    Q6_K
    [512, 1536, 40]
  • blk.29.ffn_gate_exps.weight
    Q4_K
    [1536, 512, 40]
  • blk.29.ffn_gate_inp.weight
    F32
    [1536, 40]
  • blk.29.ffn_norm.weight
    F32
    [1536]
  • blk.29.ffn_up_exps.weight
    Q4_K
    [1536, 512, 40]
    • blk.30
  • blk.30.attn_k.weight
    Q4_K
    [1536, 512]
  • blk.30.attn_norm.weight
    F32
    [1536]
  • blk.30.attn_output.weight
    Q4_K
    [1536, 1536]
  • blk.30.attn_q.weight
    Q4_K
    [1536, 1536]
  • blk.30.attn_v.weight
    Q6_K
    [1536, 512]
  • blk.30.ffn_down_exps.weight
    Q6_K
    [512, 1536, 40]
  • blk.30.ffn_gate_exps.weight
    Q4_K
    [1536, 512, 40]
  • blk.30.ffn_gate_inp.weight
    F32
    [1536, 40]
  • blk.30.ffn_norm.weight
    F32
    [1536]
  • blk.30.ffn_up_exps.weight
    Q4_K
    [1536, 512, 40]
    • blk.31
  • blk.31.attn_k.weight
    Q4_K
    [1536, 512]
  • blk.31.attn_norm.weight
    F32
    [1536]
  • blk.31.attn_output.weight
    Q4_K
    [1536, 1536]
  • blk.31.attn_q.weight
    Q4_K
    [1536, 1536]
  • blk.31.attn_v.weight
    Q6_K
    [1536, 512]
  • blk.31.ffn_down_exps.weight
    Q6_K
    [512, 1536, 40]
  • blk.31.ffn_gate_exps.weight
    Q4_K
    [1536, 512, 40]
  • blk.31.ffn_gate_inp.weight
    F32
    [1536, 40]
  • blk.31.ffn_norm.weight
    F32
    [1536]
  • blk.31.ffn_up_exps.weight
    Q4_K
    [1536, 512, 40]
  • output.weight
    Q6_K
    [1536, 49155]
  • output_norm.weight
    F32
    [1536]