JetBrains/ mellum2-instruct-mxfp4_moe:latest

7 1 week ago

Low latency instruct LLM by JetBrains

tools
... /
model
d34481305eaa · 7.0GB
    Metadata
  • general.architecture
    mellum
  • general.file_type
    (!unknown_file_type 38!)
  • mellum.attention.head_count
    32
  • mellum.attention.head_count_kv
    4
  • mellum.attention.key_length
    128
  • mellum.attention.layer_norm_rms_epsilon
    1e-06
  • mellum.attention.sliding_window
    1024
  • mellum.attention.sliding_window_pattern
    [true, true, true, false, true, ...]
  • mellum.attention.value_length
    128
  • mellum.block_count
    28
  • mellum.context_length
    131072
  • mellum.embedding_length
    2304
  • mellum.expert_count
    64
  • mellum.expert_feed_forward_length
    896
  • mellum.expert_used_count
    8
  • mellum.feed_forward_length
    7168
  • mellum.rope.freq_base
    500000
  • mellum.rope.freq_base_swa
    500000
  • mellum.rope.scaling.factor
    16
  • mellum.rope.scaling.original_context_length
    8192
  • mellum.rope.scaling.type
    yarn
  • mellum.rope.scaling.yarn_attn_factor
    1.2772589
  • mellum.rope.scaling.yarn_beta_fast
    32
  • mellum.rope.scaling.yarn_beta_slow
    1
  • tokenizer.ggml.bos_token_id
    0
  • tokenizer.ggml.eos_token_id
    28
  • tokenizer.ggml.merges
    [e r, o n, h e, r e, a n, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.padding_token_id
    0
  • tokenizer.ggml.pre
    mellum2
  • tokenizer.ggml.token_type
    [3, 3, 3, 3, 3, ...]
  • tokenizer.ggml.tokens
    [<|endoftext|>, <assistant>, </assistant>, <commit_before>, <commit_after>, ...]
  • tokenizer.ggml.unknown_token_id
    0
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    [2304, 4096]
  • blk.19.attn_q_norm.weight
    F32
    [128]
  • blk.19.attn_v.weight
    Q8_0
    [2304, 512]
  • blk.19.ffn_down_exps.weight
    MXFP4
    [896, 2304, 64]
  • blk.19.ffn_gate_exps.weight
    MXFP4
    [2304, 896, 64]
  • blk.19.ffn_gate_inp.weight
    F32
    [2304, 64]
  • blk.19.ffn_norm.weight
    F32
    [2304]
  • blk.19.ffn_up_exps.weight
    MXFP4
    [2304, 896, 64]
    • blk.20
  • blk.20.attn_k.weight
    Q8_0
    [2304, 512]
  • blk.20.attn_k_norm.weight
    F32
    [128]
  • blk.20.attn_norm.weight
    F32
    [2304]
  • blk.20.attn_output.weight
    Q8_0
    [4096, 2304]
  • blk.20.attn_q.weight
    Q8_0
    [2304, 4096]
  • blk.20.attn_q_norm.weight
    F32
    [128]
  • blk.20.attn_v.weight
    Q8_0
    [2304, 512]
  • blk.20.ffn_down_exps.weight
    MXFP4
    [896, 2304, 64]
  • blk.20.ffn_gate_exps.weight
    MXFP4
    [2304, 896, 64]
  • blk.20.ffn_gate_inp.weight
    F32
    [2304, 64]
  • blk.20.ffn_norm.weight
    F32
    [2304]
  • blk.20.ffn_up_exps.weight
    MXFP4
    [2304, 896, 64]
    • blk.21
  • blk.21.attn_k.weight
    Q8_0
    [2304, 512]
  • blk.21.attn_k_norm.weight
    F32
    [128]
  • blk.21.attn_norm.weight
    F32
    [2304]
  • blk.21.attn_output.weight
    Q8_0
    [4096, 2304]
  • blk.21.attn_q.weight
    Q8_0
    [2304, 4096]
  • blk.21.attn_q_norm.weight
    F32
    [128]
  • blk.21.attn_v.weight
    Q8_0
    [2304, 512]
  • blk.21.ffn_down_exps.weight
    MXFP4
    [896, 2304, 64]
  • blk.21.ffn_gate_exps.weight
    MXFP4
    [2304, 896, 64]
  • blk.21.ffn_gate_inp.weight
    F32
    [2304, 64]
  • blk.21.ffn_norm.weight
    F32
    [2304]
  • blk.21.ffn_up_exps.weight
    MXFP4
    [2304, 896, 64]
    • blk.22
  • blk.22.attn_k.weight
    Q8_0
    [2304, 512]
  • blk.22.attn_k_norm.weight
    F32
    [128]
  • blk.22.attn_norm.weight
    F32
    [2304]
  • blk.22.attn_output.weight
    Q8_0
    [4096, 2304]
  • blk.22.attn_q.weight
    Q8_0
    [2304, 4096]
  • blk.22.attn_q_norm.weight
    F32
    [128]
  • blk.22.attn_v.weight
    Q8_0
    [2304, 512]
  • blk.22.ffn_down_exps.weight
    MXFP4
    [896, 2304, 64]
  • blk.22.ffn_gate_exps.weight
    MXFP4
    [2304, 896, 64]
  • blk.22.ffn_gate_inp.weight
    F32
    [2304, 64]
  • blk.22.ffn_norm.weight
    F32
    [2304]
  • blk.22.ffn_up_exps.weight
    MXFP4
    [2304, 896, 64]
    • blk.23
  • blk.23.attn_k.weight
    Q8_0
    [2304, 512]
  • blk.23.attn_k_norm.weight
    F32
    [128]
  • blk.23.attn_norm.weight
    F32
    [2304]
  • blk.23.attn_output.weight
    Q8_0
    [4096, 2304]
  • blk.23.attn_q.weight
    Q8_0
    [2304, 4096]
  • blk.23.attn_q_norm.weight
    F32
    [128]
  • blk.23.attn_v.weight
    Q8_0
    [2304, 512]
  • blk.23.ffn_down_exps.weight
    MXFP4
    [896, 2304, 64]
  • blk.23.ffn_gate_exps.weight
    MXFP4
    [2304, 896, 64]
  • blk.23.ffn_gate_inp.weight
    F32
    [2304, 64]
  • blk.23.ffn_norm.weight
    F32
    [2304]
  • blk.23.ffn_up_exps.weight
    MXFP4
    [2304, 896, 64]
    • blk.24
  • blk.24.attn_k.weight
    Q8_0
    [2304, 512]
  • blk.24.attn_k_norm.weight
    F32
    [128]
  • blk.24.attn_norm.weight
    F32
    [2304]
  • blk.24.attn_output.weight
    Q8_0
    [4096, 2304]
  • blk.24.attn_q.weight
    Q8_0
    [2304, 4096]
  • blk.24.attn_q_norm.weight
    F32
    [128]
  • blk.24.attn_v.weight
    Q8_0
    [2304, 512]
  • blk.24.ffn_down_exps.weight
    MXFP4
    [896, 2304, 64]
  • blk.24.ffn_gate_exps.weight
    MXFP4
    [2304, 896, 64]
  • blk.24.ffn_gate_inp.weight
    F32
    [2304, 64]
  • blk.24.ffn_norm.weight
    F32
    [2304]
  • blk.24.ffn_up_exps.weight
    MXFP4
    [2304, 896, 64]
    • blk.25
  • blk.25.attn_k.weight
    Q8_0
    [2304, 512]
  • blk.25.attn_k_norm.weight
    F32
    [128]
  • blk.25.attn_norm.weight
    F32
    [2304]
  • blk.25.attn_output.weight
    Q8_0
    [4096, 2304]
  • blk.25.attn_q.weight
    Q8_0
    [2304, 4096]
  • blk.25.attn_q_norm.weight
    F32
    [128]
  • blk.25.attn_v.weight
    Q8_0
    [2304, 512]
  • blk.25.ffn_down_exps.weight
    MXFP4
    [896, 2304, 64]
  • blk.25.ffn_gate_exps.weight
    MXFP4
    [2304, 896, 64]
  • blk.25.ffn_gate_inp.weight
    F32
    [2304, 64]
  • blk.25.ffn_norm.weight
    F32
    [2304]
  • blk.25.ffn_up_exps.weight
    MXFP4
    [2304, 896, 64]
    • blk.26
  • blk.26.attn_k.weight
    Q8_0
    [2304, 512]
  • blk.26.attn_k_norm.weight
    F32
    [128]
  • blk.26.attn_norm.weight
    F32
    [2304]
  • blk.26.attn_output.weight
    Q8_0
    [4096, 2304]
  • blk.26.attn_q.weight
    Q8_0
    [2304, 4096]
  • blk.26.attn_q_norm.weight
    F32
    [128]
  • blk.26.attn_v.weight
    Q8_0
    [2304, 512]
  • blk.26.ffn_down_exps.weight
    MXFP4
    [896, 2304, 64]
  • blk.26.ffn_gate_exps.weight
    MXFP4
    [2304, 896, 64]
  • blk.26.ffn_gate_inp.weight
    F32
    [2304, 64]
  • blk.26.ffn_norm.weight
    F32
    [2304]
  • blk.26.ffn_up_exps.weight
    MXFP4
    [2304, 896, 64]
    • blk.27
  • blk.27.attn_k.weight
    Q8_0
    [2304, 512]
  • blk.27.attn_k_norm.weight
    F32
    [128]
  • blk.27.attn_norm.weight
    F32
    [2304]
  • blk.27.attn_output.weight
    Q8_0
    [4096, 2304]
  • blk.27.attn_q.weight
    Q8_0
    [2304, 4096]
  • blk.27.attn_q_norm.weight
    F32
    [128]
  • blk.27.attn_v.weight
    Q8_0
    [2304, 512]
  • blk.27.ffn_down_exps.weight
    MXFP4
    [896, 2304, 64]
  • blk.27.ffn_gate_exps.weight
    MXFP4
    [2304, 896, 64]
  • blk.27.ffn_gate_inp.weight
    F32
    [2304, 64]
  • blk.27.ffn_norm.weight
    F32
    [2304]
  • blk.27.ffn_up_exps.weight
    MXFP4
    [2304, 896, 64]
  • output.weight
    Q8_0
    [2304, 98304]
  • output_norm.weight
    F32
    [2304]