granite3-moe:1b-instruct-q5_0

89.5K 11 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
ef090a0ca5de · 929MB
    Metadata
  • general.architecture
    granitemoe
  • general.file_type
    Q5_0
  • granitemoe.attention.head_count
    16
  • granitemoe.attention.head_count_kv
    8
  • granitemoe.attention.layer_norm_rms_epsilon
    1e-06
  • granitemoe.attention.scale
    0.015625
  • granitemoe.block_count
    24
  • granitemoe.context_length
    4096
  • granitemoe.embedding_length
    1024
  • granitemoe.embedding_scale
    12
  • granitemoe.expert_count
    32
  • 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>, ...]
    • Tensor
  • token_embd.weight
    Q6_K
    [1024, 49155]
    • blk.0
  • blk.0.attn_k.weight
    Q5_0
    [1024, 512]
  • blk.0.attn_norm.weight
    F32
    [1024]
  • blk.0.attn_output.weight
    Q5_0
    [1024, 1024]
  • blk.0.attn_q.weight
    Q5_0
    [1024, 1024]
  • blk.0.attn_v.weight
    Q5_0
    [1024, 512]
  • blk.0.ffn_down_exps.weight
    Q5_0
    [512, 1024, 32]
  • blk.0.ffn_gate_exps.weight
    Q5_0
    [1024, 512, 32]
  • blk.0.ffn_gate_inp.weight
    F32
    [1024, 32]
  • blk.0.ffn_norm.weight
    F32
    [1024]
  • blk.0.ffn_up_exps.weight
    Q5_0
    [1024, 512, 32]
    • blk.1
  • blk.1.attn_k.weight
    Q5_0
    [1024, 512]
  • blk.1.attn_norm.weight
    F32
    [1024]
  • blk.1.attn_output.weight
    Q5_0
    [1024, 1024]
  • blk.1.attn_q.weight
    Q5_0
    [1024, 1024]
  • blk.1.attn_v.weight
    Q5_0
    [1024, 512]
  • blk.1.ffn_down_exps.weight
    Q5_0
    [512, 1024, 32]
  • blk.1.ffn_gate_exps.weight
    Q5_0
    [1024, 512, 32]
  • blk.1.ffn_gate_inp.weight
    F32
    [1024, 32]
  • blk.1.ffn_norm.weight
    F32
    [1024]
  • blk.1.ffn_up_exps.weight
    Q5_0
    [1024, 512, 32]
    • blk.2
  • blk.2.attn_k.weight
    Q5_0
    [1024, 512]
  • blk.2.attn_norm.weight
    F32
    [1024]
  • blk.2.attn_output.weight
    Q5_0
    [1024, 1024]
  • blk.2.attn_q.weight
    Q5_0
    [1024, 1024]
  • blk.2.attn_v.weight
    Q5_0
    [1024, 512]
  • blk.2.ffn_down_exps.weight
    Q5_0
    [512, 1024, 32]
  • blk.2.ffn_gate_exps.weight
    Q5_0
    [1024, 512, 32]
  • blk.2.ffn_gate_inp.weight
    F32
    [1024, 32]
  • blk.2.ffn_norm.weight
    F32
    [1024]
  • blk.2.ffn_up_exps.weight
    Q5_0
    [1024, 512, 32]
    • blk.3
  • blk.3.attn_k.weight
    Q5_0
    [1024, 512]
  • blk.3.attn_norm.weight
    F32
    [1024]
  • blk.3.attn_output.weight
    Q5_0
    [1024, 1024]
  • blk.3.attn_q.weight
    Q5_0
    [1024, 1024]
  • blk.3.attn_v.weight
    Q5_0
    [1024, 512]
  • blk.3.ffn_down_exps.weight
    Q5_0
    [512, 1024, 32]
  • blk.3.ffn_gate_exps.weight
    Q5_0
    [1024, 512, 32]
  • blk.3.ffn_gate_inp.weight
    F32
    [1024, 32]
  • blk.3.ffn_norm.weight
    F32
    [1024]
  • blk.3.ffn_up_exps.weight
    Q5_0
    [1024, 512, 32]
    • blk.4
  • blk.4.attn_k.weight
    Q5_0
    [1024, 512]
  • blk.4.attn_norm.weight
    F32
    [1024]
  • blk.4.attn_output.weight
    Q5_0
    [1024, 1024]
  • blk.4.attn_q.weight
    Q5_0
    [1024, 1024]
  • blk.4.attn_v.weight
    Q5_0
    [1024, 512]
  • blk.4.ffn_down_exps.weight
    Q5_0
    [512, 1024, 32]
  • blk.4.ffn_gate_exps.weight
    Q5_0
    [1024, 512, 32]
  • blk.4.ffn_gate_inp.weight
    F32
    [1024, 32]
  • blk.4.ffn_norm.weight
    F32
    [1024]
  • blk.4.ffn_up_exps.weight
    Q5_0
    [1024, 512, 32]
    • blk.5
  • blk.5.attn_k.weight
    Q5_0
    [1024, 512]
  • blk.5.attn_norm.weight
    F32
    [1024]
  • blk.5.attn_output.weight
    Q5_0
    [1024, 1024]
  • blk.5.attn_q.weight
    Q5_0
    [1024, 1024]
  • blk.5.attn_v.weight
    Q5_0
    [1024, 512]
  • blk.5.ffn_down_exps.weight
    Q5_0
    [512, 1024, 32]
  • blk.5.ffn_gate_exps.weight
    Q5_0
    [1024, 512, 32]
  • blk.5.ffn_gate_inp.weight
    F32
    [1024, 32]
  • blk.5.ffn_norm.weight
    F32
    [1024]
  • blk.5.ffn_up_exps.weight
    Q5_0
    [1024, 512, 32]
    • blk.6
  • blk.6.attn_k.weight
    Q5_0
    [1024, 512]
  • blk.6.attn_norm.weight
    F32
    [1024]
  • blk.6.attn_output.weight
    Q5_0
    [1024, 1024]
  • blk.6.attn_q.weight
    Q5_0
    [1024, 1024]
  • blk.6.attn_v.weight
    Q5_0
    [1024, 512]
  • blk.6.ffn_down_exps.weight
    Q5_0
    [512, 1024, 32]
  • blk.6.ffn_gate_exps.weight
    Q5_0
    [1024, 512, 32]
  • blk.6.ffn_gate_inp.weight
    F32
    [1024, 32]
  • blk.6.ffn_norm.weight
    F32
    [1024]
  • blk.6.ffn_up_exps.weight
    Q5_0
    [1024, 512, 32]
    • blk.7
  • blk.7.attn_k.weight
    Q5_0
    [1024, 512]
  • blk.7.attn_norm.weight
    F32
    [1024]
  • blk.7.attn_output.weight
    Q5_0
    [1024, 1024]
  • blk.7.attn_q.weight
    Q5_0
    [1024, 1024]
  • blk.7.attn_v.weight
    Q5_0
    [1024, 512]
  • blk.7.ffn_down_exps.weight
    Q5_0
    [512, 1024, 32]
  • blk.7.ffn_gate_exps.weight
    Q5_0
    [1024, 512, 32]
  • blk.7.ffn_gate_inp.weight
    F32
    [1024, 32]
  • blk.7.ffn_norm.weight
    F32
    [1024]
  • blk.7.ffn_up_exps.weight
    Q5_0
    [1024, 512, 32]
    • blk.8
  • blk.8.attn_k.weight
    Q5_0
    [1024, 512]
  • blk.8.attn_norm.weight
    F32
    [1024]
  • blk.8.attn_output.weight
    Q5_0
    [1024, 1024]
  • blk.8.attn_q.weight
    Q5_0
    [1024, 1024]
  • blk.8.attn_v.weight
    Q5_0
    [1024, 512]
  • blk.8.ffn_down_exps.weight
    Q5_0
    [512, 1024, 32]
  • blk.8.ffn_gate_exps.weight
    Q5_0
    [1024, 512, 32]
  • blk.8.ffn_gate_inp.weight
    F32
    [1024, 32]
  • blk.8.ffn_norm.weight
    F32
    [1024]
  • blk.8.ffn_up_exps.weight
    Q5_0
    [1024, 512, 32]
    • blk.9
  • blk.9.attn_k.weight
    Q5_0
    [1024, 512]
  • blk.9.attn_norm.weight
    F32
    [1024]
  • blk.9.attn_output.weight
    Q5_0
    [1024, 1024]
  • blk.9.attn_q.weight
    Q5_0
    [1024, 1024]
  • blk.9.attn_v.weight
    Q5_0
    [1024, 512]
  • blk.9.ffn_down_exps.weight
    Q5_0
    [512, 1024, 32]
  • blk.9.ffn_gate_exps.weight
    Q5_0
    [1024, 512, 32]
  • blk.9.ffn_gate_inp.weight
    F32
    [1024, 32]
  • blk.9.ffn_norm.weight
    F32
    [1024]
  • blk.9.ffn_up_exps.weight
    Q5_0
    [1024, 512, 32]
    • blk.10
  • blk.10.attn_k.weight
    Q5_0
    [1024, 512]
  • blk.10.attn_norm.weight
    F32
    [1024]
  • blk.10.attn_output.weight
    Q5_0
    [1024, 1024]
  • blk.10.attn_q.weight
    Q5_0
    [1024, 1024]
  • blk.10.attn_v.weight
    Q5_0
    [1024, 512]
  • blk.10.ffn_down_exps.weight
    Q5_0
    [512, 1024, 32]
  • blk.10.ffn_gate_exps.weight
    Q5_0
    [1024, 512, 32]
  • blk.10.ffn_gate_inp.weight
    F32
    [1024, 32]
  • blk.10.ffn_norm.weight
    F32
    [1024]
  • blk.10.ffn_up_exps.weight
    Q5_0
    [1024, 512, 32]
    • blk.11
  • blk.11.attn_k.weight
    Q5_0
    [1024, 512]
  • blk.11.attn_norm.weight
    F32
    [1024]
  • blk.11.attn_output.weight
    Q5_0
    [1024, 1024]
  • blk.11.attn_q.weight
    Q5_0
    [1024, 1024]
  • blk.11.attn_v.weight
    Q5_0
    [1024, 512]
  • blk.11.ffn_down_exps.weight
    Q5_0
    [512, 1024, 32]
  • blk.11.ffn_gate_exps.weight
    Q5_0
    [1024, 512, 32]
  • blk.11.ffn_gate_inp.weight
    F32
    [1024, 32]
  • blk.11.ffn_norm.weight
    F32
    [1024]
  • blk.11.ffn_up_exps.weight
    Q5_0
    [1024, 512, 32]
    • blk.12
  • blk.12.attn_k.weight
    Q5_0
    [1024, 512]
  • blk.12.attn_norm.weight
    F32
    [1024]
  • blk.12.attn_output.weight
    Q5_0
    [1024, 1024]
  • blk.12.attn_q.weight
    Q5_0
    [1024, 1024]
  • blk.12.attn_v.weight
    Q5_0
    [1024, 512]
  • blk.12.ffn_down_exps.weight
    Q5_0
    [512, 1024, 32]
  • blk.12.ffn_gate_exps.weight
    Q5_0
    [1024, 512, 32]
  • blk.12.ffn_gate_inp.weight
    F32
    [1024, 32]
  • blk.12.ffn_norm.weight
    F32
    [1024]
  • blk.12.ffn_up_exps.weight
    Q5_0
    [1024, 512, 32]
    • blk.13
  • blk.13.attn_k.weight
    Q5_0
    [1024, 512]
  • blk.13.attn_norm.weight
    F32
    [1024]
  • blk.13.attn_output.weight
    Q5_0
    [1024, 1024]
  • blk.13.attn_q.weight
    Q5_0
    [1024, 1024]
  • blk.13.attn_v.weight
    Q5_0
    [1024, 512]
  • blk.13.ffn_down_exps.weight
    Q5_0
    [512, 1024, 32]
  • blk.13.ffn_gate_exps.weight
    Q5_0
    [1024, 512, 32]
  • blk.13.ffn_gate_inp.weight
    F32
    [1024, 32]
  • blk.13.ffn_norm.weight
    F32
    [1024]
  • blk.13.ffn_up_exps.weight
    Q5_0
    [1024, 512, 32]
    • blk.14
  • blk.14.attn_k.weight
    Q5_0
    [1024, 512]
  • blk.14.attn_norm.weight
    F32
    [1024]
  • blk.14.attn_output.weight
    Q5_0
    [1024, 1024]
  • blk.14.attn_q.weight
    Q5_0
    [1024, 1024]
  • blk.14.attn_v.weight
    Q5_0
    [1024, 512]
  • blk.14.ffn_down_exps.weight
    Q5_0
    [512, 1024, 32]
  • blk.14.ffn_gate_exps.weight
    Q5_0
    [1024, 512, 32]
  • blk.14.ffn_gate_inp.weight
    F32
    [1024, 32]
  • blk.14.ffn_norm.weight
    F32
    [1024]
  • blk.14.ffn_up_exps.weight
    Q5_0
    [1024, 512, 32]
    • blk.15
  • blk.15.attn_k.weight
    Q5_0
    [1024, 512]
  • blk.15.attn_norm.weight
    F32
    [1024]
  • blk.15.attn_output.weight
    Q5_0
    [1024, 1024]
  • blk.15.attn_q.weight
    Q5_0
    [1024, 1024]
  • blk.15.attn_v.weight
    Q5_0
    [1024, 512]
  • blk.15.ffn_down_exps.weight
    Q5_0
    [512, 1024, 32]
  • blk.15.ffn_gate_exps.weight
    Q5_0
    [1024, 512, 32]
  • blk.15.ffn_gate_inp.weight
    F32
    [1024, 32]
  • blk.15.ffn_norm.weight
    F32
    [1024]
  • blk.15.ffn_up_exps.weight
    Q5_0
    [1024, 512, 32]
    • blk.16
  • blk.16.attn_k.weight
    Q5_0
    [1024, 512]
  • blk.16.attn_norm.weight
    F32
    [1024]
  • blk.16.attn_output.weight
    Q5_0
    [1024, 1024]
  • blk.16.attn_q.weight
    Q5_0
    [1024, 1024]
  • blk.16.attn_v.weight
    Q5_0
    [1024, 512]
  • blk.16.ffn_down_exps.weight
    Q5_0
    [512, 1024, 32]
  • blk.16.ffn_gate_exps.weight
    Q5_0
    [1024, 512, 32]
  • blk.16.ffn_gate_inp.weight
    F32
    [1024, 32]
  • blk.16.ffn_norm.weight
    F32
    [1024]
  • blk.16.ffn_up_exps.weight
    Q5_0
    [1024, 512, 32]
    • blk.17
  • blk.17.attn_k.weight
    Q5_0
    [1024, 512]
  • blk.17.attn_norm.weight
    F32
    [1024]
  • blk.17.attn_output.weight
    Q5_0
    [1024, 1024]
  • blk.17.attn_q.weight
    Q5_0
    [1024, 1024]
  • blk.17.attn_v.weight
    Q5_0
    [1024, 512]
  • blk.17.ffn_down_exps.weight
    Q5_0
    [512, 1024, 32]
  • blk.17.ffn_gate_exps.weight
    Q5_0
    [1024, 512, 32]
  • blk.17.ffn_gate_inp.weight
    F32
    [1024, 32]
  • blk.17.ffn_norm.weight
    F32
    [1024]
  • blk.17.ffn_up_exps.weight
    Q5_0
    [1024, 512, 32]
    • blk.18
  • blk.18.attn_k.weight
    Q5_0
    [1024, 512]
  • blk.18.attn_norm.weight
    F32
    [1024]
  • blk.18.attn_output.weight
    Q5_0
    [1024, 1024]
  • blk.18.attn_q.weight
    Q5_0
    [1024, 1024]
  • blk.18.attn_v.weight
    Q5_0
    [1024, 512]
  • blk.18.ffn_down_exps.weight
    Q5_0
    [512, 1024, 32]
  • blk.18.ffn_gate_exps.weight
    Q5_0
    [1024, 512, 32]
  • blk.18.ffn_gate_inp.weight
    F32
    [1024, 32]
  • blk.18.ffn_norm.weight
    F32
    [1024]
  • blk.18.ffn_up_exps.weight
    Q5_0
    [1024, 512, 32]
    • blk.19
  • blk.19.attn_k.weight
    Q5_0
    [1024, 512]
  • blk.19.attn_norm.weight
    F32
    [1024]
  • blk.19.attn_output.weight
    Q5_0
    [1024, 1024]
  • blk.19.attn_q.weight
    Q5_0
    [1024, 1024]
  • blk.19.attn_v.weight
    Q5_0
    [1024, 512]
  • blk.19.ffn_down_exps.weight
    Q5_0
    [512, 1024, 32]
  • blk.19.ffn_gate_exps.weight
    Q5_0
    [1024, 512, 32]
  • blk.19.ffn_gate_inp.weight
    F32
    [1024, 32]
  • blk.19.ffn_norm.weight
    F32
    [1024]
  • blk.19.ffn_up_exps.weight
    Q5_0
    [1024, 512, 32]
    • blk.20
  • blk.20.attn_k.weight
    Q5_0
    [1024, 512]
  • blk.20.attn_norm.weight
    F32
    [1024]
  • blk.20.attn_output.weight
    Q5_0
    [1024, 1024]
  • blk.20.attn_q.weight
    Q5_0
    [1024, 1024]
  • blk.20.attn_v.weight
    Q5_0
    [1024, 512]
  • blk.20.ffn_down_exps.weight
    Q5_0
    [512, 1024, 32]
  • blk.20.ffn_gate_exps.weight
    Q5_0
    [1024, 512, 32]
  • blk.20.ffn_gate_inp.weight
    F32
    [1024, 32]
  • blk.20.ffn_norm.weight
    F32
    [1024]
  • blk.20.ffn_up_exps.weight
    Q5_0
    [1024, 512, 32]
    • blk.21
  • blk.21.attn_k.weight
    Q5_0
    [1024, 512]
  • blk.21.attn_norm.weight
    F32
    [1024]
  • blk.21.attn_output.weight
    Q5_0
    [1024, 1024]
  • blk.21.attn_q.weight
    Q5_0
    [1024, 1024]
  • blk.21.attn_v.weight
    Q5_0
    [1024, 512]
  • blk.21.ffn_down_exps.weight
    Q5_0
    [512, 1024, 32]
  • blk.21.ffn_gate_exps.weight
    Q5_0
    [1024, 512, 32]
  • blk.21.ffn_gate_inp.weight
    F32
    [1024, 32]
  • blk.21.ffn_norm.weight
    F32
    [1024]
  • blk.21.ffn_up_exps.weight
    Q5_0
    [1024, 512, 32]
    • blk.22
  • blk.22.attn_k.weight
    Q5_0
    [1024, 512]
  • blk.22.attn_norm.weight
    F32
    [1024]
  • blk.22.attn_output.weight
    Q5_0
    [1024, 1024]
  • blk.22.attn_q.weight
    Q5_0
    [1024, 1024]
  • blk.22.attn_v.weight
    Q5_0
    [1024, 512]
  • blk.22.ffn_down_exps.weight
    Q5_0
    [512, 1024, 32]
  • blk.22.ffn_gate_exps.weight
    Q5_0
    [1024, 512, 32]
  • blk.22.ffn_gate_inp.weight
    F32
    [1024, 32]
  • blk.22.ffn_norm.weight
    F32
    [1024]
  • blk.22.ffn_up_exps.weight
    Q5_0
    [1024, 512, 32]
    • blk.23
  • blk.23.attn_k.weight
    Q5_0
    [1024, 512]
  • blk.23.attn_norm.weight
    F32
    [1024]
  • blk.23.attn_output.weight
    Q5_0
    [1024, 1024]
  • blk.23.attn_q.weight
    Q5_0
    [1024, 1024]
  • blk.23.attn_v.weight
    Q5_0
    [1024, 512]
  • blk.23.ffn_down_exps.weight
    Q5_0
    [512, 1024, 32]
  • blk.23.ffn_gate_exps.weight
    Q5_0
    [1024, 512, 32]
  • blk.23.ffn_gate_inp.weight
    F32
    [1024, 32]
  • blk.23.ffn_norm.weight
    F32
    [1024]
  • blk.23.ffn_up_exps.weight
    Q5_0
    [1024, 512, 32]
  • output_norm.weight
    F32
    [1024]