deepseek-r1:671b

57.2M 1 month ago

DeepSeek-R1 is a family of open reasoning models with performance approaching that of leading models, such as O3 and Gemini 2.5 Pro.

tools thinking 1.5b 7b 8b 14b 32b 70b 671b
... /
model
439dd1a5e052 · 404GB
    Metadata
  • general.architecture
    deepseek2
  • general.file_type
    Q4_K_M
  • deepseek2.attention.head_count
    128
  • deepseek2.attention.head_count_kv
    128
  • deepseek2.attention.key_length
    192
  • deepseek2.attention.kv_lora_rank
    512
  • deepseek2.attention.layer_norm_rms_epsilon
    1e-06
  • deepseek2.attention.q_lora_rank
    1536
  • deepseek2.attention.value_length
    128
  • deepseek2.block_count
    61
  • deepseek2.context_length
    163840
  • deepseek2.embedding_length
    7168
  • deepseek2.expert_count
    256
  • deepseek2.expert_feed_forward_length
    2048
  • deepseek2.expert_gating_func
    2
  • deepseek2.expert_shared_count
    1
  • deepseek2.expert_used_count
    8
  • deepseek2.expert_weights_norm
    true
  • deepseek2.expert_weights_scale
    2.5
  • deepseek2.feed_forward_length
    18432
  • deepseek2.leading_dense_block_count
    3
  • deepseek2.rope.dimension_count
    64
  • deepseek2.rope.freq_base
    10000
  • deepseek2.rope.scaling.factor
    40
  • deepseek2.rope.scaling.original_context_length
    4096
  • deepseek2.rope.scaling.type
    yarn
  • deepseek2.rope.scaling.yarn_log_multiplier
    0.1
  • deepseek2.vocab_size
    129280
  • tokenizer.ggml.add_bos_token
    true
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.bos_token_id
    0
  • tokenizer.ggml.eos_token_id
    1
  • tokenizer.ggml.merges
    [Ġ t, Ġ a, i n, Ġ Ġ, h e, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.padding_token_id
    1
  • tokenizer.ggml.pre
    deepseek-v3
  • tokenizer.ggml.token_type
    [3, 3, 3, 1, 1, ...]
  • tokenizer.ggml.tokens
    [<｜begin▁of▁sentence｜>, <｜end▁of▁sentence｜>, <｜▁pad▁｜>, !, ", ...]
    • Tensor
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    F32
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    F32
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    F32
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    Q4_K
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    Q4_K
    [7168, 2048, 256]
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    Q4_K
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    • blk.57
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    Q4_K
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    F32
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    Q4_K
    [512, 32768]
  • blk.57.attn_norm.weight
    F32
    [7168]
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    Q4_K
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    Q4_K
    [7168, 1536]
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    F32
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    Q4_K
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    F32
    [256]
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    Q6_K
    [2048, 7168, 256]
  • blk.57.ffn_down_shexp.weight
    Q6_K
    [2048, 7168]
  • blk.57.ffn_gate_exps.weight
    Q4_K
    [7168, 2048, 256]
  • blk.57.ffn_gate_inp.weight
    F32
    [7168, 256]
  • blk.57.ffn_gate_shexp.weight
    Q4_K
    [7168, 2048]
  • blk.57.ffn_norm.weight
    F32
    [7168]
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    Q4_K
    [7168, 2048, 256]
  • blk.57.ffn_up_shexp.weight
    Q4_K
    [7168, 2048]
    • blk.58
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    Q4_K
    [7168, 576]
  • blk.58.attn_kv_a_norm.weight
    F32
    [512]
  • blk.58.attn_kv_b.weight
    Q4_K
    [512, 32768]
  • blk.58.attn_norm.weight
    F32
    [7168]
  • blk.58.attn_output.weight
    Q4_K
    [16384, 7168]
  • blk.58.attn_q_a.weight
    Q4_K
    [7168, 1536]
  • blk.58.attn_q_a_norm.weight
    F32
    [1536]
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    Q4_K
    [1536, 24576]
  • blk.58.exp_probs_b.bias
    F32
    [256]
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    Q6_K
    [2048, 7168, 256]
  • blk.58.ffn_down_shexp.weight
    Q6_K
    [2048, 7168]
  • blk.58.ffn_gate_exps.weight
    Q4_K
    [7168, 2048, 256]
  • blk.58.ffn_gate_inp.weight
    F32
    [7168, 256]
  • blk.58.ffn_gate_shexp.weight
    Q4_K
    [7168, 2048]
  • blk.58.ffn_norm.weight
    F32
    [7168]
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    Q4_K
    [7168, 2048, 256]
  • blk.58.ffn_up_shexp.weight
    Q4_K
    [7168, 2048]
    • blk.59
  • blk.59.attn_kv_a_mqa.weight
    Q4_K
    [7168, 576]
  • blk.59.attn_kv_a_norm.weight
    F32
    [512]
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    Q4_K
    [512, 32768]
  • blk.59.attn_norm.weight
    F32
    [7168]
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    Q4_K
    [16384, 7168]
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    Q4_K
    [7168, 1536]
  • blk.59.attn_q_a_norm.weight
    F32
    [1536]
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    Q4_K
    [1536, 24576]
  • blk.59.exp_probs_b.bias
    F32
    [256]
  • blk.59.ffn_down_exps.weight
    Q6_K
    [2048, 7168, 256]
  • blk.59.ffn_down_shexp.weight
    Q6_K
    [2048, 7168]
  • blk.59.ffn_gate_exps.weight
    Q4_K
    [7168, 2048, 256]
  • blk.59.ffn_gate_inp.weight
    F32
    [7168, 256]
  • blk.59.ffn_gate_shexp.weight
    Q4_K
    [7168, 2048]
  • blk.59.ffn_norm.weight
    F32
    [7168]
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    Q4_K
    [7168, 2048, 256]
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    Q4_K
    [7168, 2048]
    • blk.60
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    Q4_K
    [7168, 576]
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    F32
    [512]
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    Q4_K
    [512, 32768]
  • blk.60.attn_norm.weight
    F32
    [7168]
  • blk.60.attn_output.weight
    Q4_K
    [16384, 7168]
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    Q4_K
    [7168, 1536]
  • blk.60.attn_q_a_norm.weight
    F32
    [1536]
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    Q4_K
    [1536, 24576]
  • blk.60.exp_probs_b.bias
    F32
    [256]
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    Q6_K
    [2048, 7168, 256]
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    Q6_K
    [2048, 7168]
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    Q4_K
    [7168, 2048, 256]
  • blk.60.ffn_gate_inp.weight
    F32
    [7168, 256]
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    Q4_K
    [7168, 2048]
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    F32
    [7168]
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    Q4_K
    [7168, 2048, 256]
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    Q4_K
    [7168, 2048]
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    Q6_K
    [7168, 129280]
  • output_norm.weight
    F32
    [7168]