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deepseek-v2
:lite
178.2K
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Updated
1 year ago
A strong, economical, and efficient Mixture-of-Experts language model.
A strong, economical, and efficient Mixture-of-Experts language model.
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16b
236b
deepseek-v2:lite
...
/
model
d8d69f2a1bfa · 8.9GB
Metadata
general.architecture
deepseek2
deepseek2
general.file_type
Q4_0
Q4_0
deepseek2.attention.head_count
16
16
deepseek2.attention.head_count_kv
16
16
deepseek2.attention.key_length
192
192
deepseek2.attention.kv_lora_rank
512
512
deepseek2.attention.layer_norm_rms_epsilon
1e-06
1e-06
deepseek2.attention.value_length
128
128
deepseek2.block_count
27
27
deepseek2.context_length
163840
163840
deepseek2.embedding_length
2048
2048
deepseek2.expert_count
64
64
deepseek2.expert_feed_forward_length
1408
1408
deepseek2.expert_shared_count
2
2
deepseek2.expert_used_count
6
6
deepseek2.expert_weights_scale
1
1
deepseek2.feed_forward_length
10944
10944
deepseek2.leading_dense_block_count
1
1
deepseek2.rope.dimension_count
64
64
deepseek2.rope.freq_base
10000
10000
deepseek2.rope.scaling.factor
40
40
deepseek2.rope.scaling.original_context_length
4096
4096
deepseek2.rope.scaling.type
yarn
yarn
deepseek2.rope.scaling.yarn_log_multiplier
0.0707
0.0707
deepseek2.vocab_size
102400
102400
tokenizer.ggml.add_bos_token
true
true
tokenizer.ggml.add_eos_token
false
false
tokenizer.ggml.bos_token_id
100000
100000
tokenizer.ggml.eos_token_id
100001
100001
tokenizer.ggml.merges
[Ġ Ġ, Ġ t, Ġ a, i n, h e, ...]
[Ġ Ġ, Ġ t, Ġ a, i n, h e, ...]
tokenizer.ggml.model
gpt2
gpt2
tokenizer.ggml.padding_token_id
100001
100001
tokenizer.ggml.pre
deepseek-llm
deepseek-llm
tokenizer.ggml.token_type
[1, 1, 1, 1, 1, ...]
[1, 1, 1, 1, 1, ...]
tokenizer.ggml.tokens
[!, ", #, $, %, ...]
[!, ", #, $, %, ...]
Tensor
Name
Type
Shape
token_embd.weight
Q4_0
Q4_0
[2048, 102400]
blk.0
blk.0.attn_kv_a_mqa.weight
Q4_0
Q4_0
[2048, 576]
blk.0.attn_kv_a_norm.weight
F32
F32
[512]
blk.0.attn_kv_b.weight
Q4_0
Q4_0
[512, 4096]
blk.0.attn_norm.weight
F32
F32
[2048]
blk.0.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.0.attn_q.weight
Q4_0
Q4_0
[2048, 3072]
blk.0.ffn_down.weight
Q4_0
Q4_0
[10944, 2048]
blk.0.ffn_gate.weight
Q4_0
Q4_0
[2048, 10944]
blk.0.ffn_norm.weight
F32
F32
[2048]
blk.0.ffn_up.weight
Q4_0
Q4_0
[2048, 10944]
blk.1
blk.1.attn_kv_a_mqa.weight
Q4_0
Q4_0
[2048, 576]
blk.1.attn_kv_a_norm.weight
F32
F32
[512]
blk.1.attn_kv_b.weight
Q4_0
Q4_0
[512, 4096]
blk.1.attn_norm.weight
F32
F32
[2048]
blk.1.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.1.attn_q.weight
Q4_0
Q4_0
[2048, 3072]
blk.1.ffn_down_exps.weight
Q4_0
Q4_0
[1408, 2048, 64]
blk.1.ffn_down_shexp.weight
Q4_0
Q4_0
[2816, 2048]
blk.1.ffn_gate_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.1.ffn_gate_inp.weight
F32
F32
[2048, 64]
blk.1.ffn_gate_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.1.ffn_norm.weight
F32
F32
[2048]
blk.1.ffn_up_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.1.ffn_up_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.2
blk.2.attn_kv_a_mqa.weight
Q4_0
Q4_0
[2048, 576]
blk.2.attn_kv_a_norm.weight
F32
F32
[512]
blk.2.attn_kv_b.weight
Q4_0
Q4_0
[512, 4096]
blk.2.attn_norm.weight
F32
F32
[2048]
blk.2.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.2.attn_q.weight
Q4_0
Q4_0
[2048, 3072]
blk.2.ffn_down_exps.weight
Q4_0
Q4_0
[1408, 2048, 64]
blk.2.ffn_down_shexp.weight
Q4_0
Q4_0
[2816, 2048]
blk.2.ffn_gate_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.2.ffn_gate_inp.weight
F32
F32
[2048, 64]
blk.2.ffn_gate_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.2.ffn_norm.weight
F32
F32
[2048]
blk.2.ffn_up_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.2.ffn_up_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.3
blk.3.attn_kv_a_mqa.weight
Q4_0
Q4_0
[2048, 576]
blk.3.attn_kv_a_norm.weight
F32
F32
[512]
blk.3.attn_kv_b.weight
Q4_0
Q4_0
[512, 4096]
blk.3.attn_norm.weight
F32
F32
[2048]
blk.3.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.3.attn_q.weight
Q4_0
Q4_0
[2048, 3072]
blk.3.ffn_down_exps.weight
Q4_0
Q4_0
[1408, 2048, 64]
blk.3.ffn_down_shexp.weight
Q4_0
Q4_0
[2816, 2048]
blk.3.ffn_gate_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.3.ffn_gate_inp.weight
F32
F32
[2048, 64]
blk.3.ffn_gate_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.3.ffn_norm.weight
F32
F32
[2048]
blk.3.ffn_up_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.3.ffn_up_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.4
blk.4.attn_kv_a_mqa.weight
Q4_0
Q4_0
[2048, 576]
blk.4.attn_kv_a_norm.weight
F32
F32
[512]
blk.4.attn_kv_b.weight
Q4_0
Q4_0
[512, 4096]
blk.4.attn_norm.weight
F32
F32
[2048]
blk.4.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.4.attn_q.weight
Q4_0
Q4_0
[2048, 3072]
blk.4.ffn_down_exps.weight
Q4_0
Q4_0
[1408, 2048, 64]
blk.4.ffn_down_shexp.weight
Q4_0
Q4_0
[2816, 2048]
blk.4.ffn_gate_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.4.ffn_gate_inp.weight
F32
F32
[2048, 64]
blk.4.ffn_gate_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.4.ffn_norm.weight
F32
F32
[2048]
blk.4.ffn_up_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.4.ffn_up_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.5
blk.5.attn_kv_a_mqa.weight
Q4_0
Q4_0
[2048, 576]
blk.5.attn_kv_a_norm.weight
F32
F32
[512]
blk.5.attn_kv_b.weight
Q4_0
Q4_0
[512, 4096]
blk.5.attn_norm.weight
F32
F32
[2048]
blk.5.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.5.attn_q.weight
Q4_0
Q4_0
[2048, 3072]
blk.5.ffn_down_exps.weight
Q4_0
Q4_0
[1408, 2048, 64]
blk.5.ffn_down_shexp.weight
Q4_0
Q4_0
[2816, 2048]
blk.5.ffn_gate_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.5.ffn_gate_inp.weight
F32
F32
[2048, 64]
blk.5.ffn_gate_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.5.ffn_norm.weight
F32
F32
[2048]
blk.5.ffn_up_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.5.ffn_up_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.6
blk.6.attn_kv_a_mqa.weight
Q4_0
Q4_0
[2048, 576]
blk.6.attn_kv_a_norm.weight
F32
F32
[512]
blk.6.attn_kv_b.weight
Q4_0
Q4_0
[512, 4096]
blk.6.attn_norm.weight
F32
F32
[2048]
blk.6.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.6.attn_q.weight
Q4_0
Q4_0
[2048, 3072]
blk.6.ffn_down_exps.weight
Q4_0
Q4_0
[1408, 2048, 64]
blk.6.ffn_down_shexp.weight
Q4_0
Q4_0
[2816, 2048]
blk.6.ffn_gate_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.6.ffn_gate_inp.weight
F32
F32
[2048, 64]
blk.6.ffn_gate_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.6.ffn_norm.weight
F32
F32
[2048]
blk.6.ffn_up_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.6.ffn_up_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.7
blk.7.attn_kv_a_mqa.weight
Q4_0
Q4_0
[2048, 576]
blk.7.attn_kv_a_norm.weight
F32
F32
[512]
blk.7.attn_kv_b.weight
Q4_0
Q4_0
[512, 4096]
blk.7.attn_norm.weight
F32
F32
[2048]
blk.7.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.7.attn_q.weight
Q4_0
Q4_0
[2048, 3072]
blk.7.ffn_down_exps.weight
Q4_0
Q4_0
[1408, 2048, 64]
blk.7.ffn_down_shexp.weight
Q4_0
Q4_0
[2816, 2048]
blk.7.ffn_gate_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.7.ffn_gate_inp.weight
F32
F32
[2048, 64]
blk.7.ffn_gate_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.7.ffn_norm.weight
F32
F32
[2048]
blk.7.ffn_up_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.7.ffn_up_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.8
blk.8.attn_kv_a_mqa.weight
Q4_0
Q4_0
[2048, 576]
blk.8.attn_kv_a_norm.weight
F32
F32
[512]
blk.8.attn_kv_b.weight
Q4_0
Q4_0
[512, 4096]
blk.8.attn_norm.weight
F32
F32
[2048]
blk.8.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.8.attn_q.weight
Q4_0
Q4_0
[2048, 3072]
blk.8.ffn_down_exps.weight
Q4_0
Q4_0
[1408, 2048, 64]
blk.8.ffn_down_shexp.weight
Q4_0
Q4_0
[2816, 2048]
blk.8.ffn_gate_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.8.ffn_gate_inp.weight
F32
F32
[2048, 64]
blk.8.ffn_gate_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.8.ffn_norm.weight
F32
F32
[2048]
blk.8.ffn_up_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.8.ffn_up_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.9
blk.9.attn_kv_a_mqa.weight
Q4_0
Q4_0
[2048, 576]
blk.9.attn_kv_a_norm.weight
F32
F32
[512]
blk.9.attn_kv_b.weight
Q4_0
Q4_0
[512, 4096]
blk.9.attn_norm.weight
F32
F32
[2048]
blk.9.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.9.attn_q.weight
Q4_0
Q4_0
[2048, 3072]
blk.9.ffn_down_exps.weight
Q4_0
Q4_0
[1408, 2048, 64]
blk.9.ffn_down_shexp.weight
Q4_0
Q4_0
[2816, 2048]
blk.9.ffn_gate_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.9.ffn_gate_inp.weight
F32
F32
[2048, 64]
blk.9.ffn_gate_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.9.ffn_norm.weight
F32
F32
[2048]
blk.9.ffn_up_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.9.ffn_up_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.10
blk.10.attn_kv_a_mqa.weight
Q4_0
Q4_0
[2048, 576]
blk.10.attn_kv_a_norm.weight
F32
F32
[512]
blk.10.attn_kv_b.weight
Q4_0
Q4_0
[512, 4096]
blk.10.attn_norm.weight
F32
F32
[2048]
blk.10.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.10.attn_q.weight
Q4_0
Q4_0
[2048, 3072]
blk.10.ffn_down_exps.weight
Q4_0
Q4_0
[1408, 2048, 64]
blk.10.ffn_down_shexp.weight
Q4_0
Q4_0
[2816, 2048]
blk.10.ffn_gate_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.10.ffn_gate_inp.weight
F32
F32
[2048, 64]
blk.10.ffn_gate_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.10.ffn_norm.weight
F32
F32
[2048]
blk.10.ffn_up_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.10.ffn_up_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.11
blk.11.attn_kv_a_mqa.weight
Q4_0
Q4_0
[2048, 576]
blk.11.attn_kv_a_norm.weight
F32
F32
[512]
blk.11.attn_kv_b.weight
Q4_0
Q4_0
[512, 4096]
blk.11.attn_norm.weight
F32
F32
[2048]
blk.11.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.11.attn_q.weight
Q4_0
Q4_0
[2048, 3072]
blk.11.ffn_down_exps.weight
Q4_0
Q4_0
[1408, 2048, 64]
blk.11.ffn_down_shexp.weight
Q4_0
Q4_0
[2816, 2048]
blk.11.ffn_gate_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.11.ffn_gate_inp.weight
F32
F32
[2048, 64]
blk.11.ffn_gate_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.11.ffn_norm.weight
F32
F32
[2048]
blk.11.ffn_up_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.11.ffn_up_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.12
blk.12.attn_kv_a_mqa.weight
Q4_0
Q4_0
[2048, 576]
blk.12.attn_kv_a_norm.weight
F32
F32
[512]
blk.12.attn_kv_b.weight
Q4_0
Q4_0
[512, 4096]
blk.12.attn_norm.weight
F32
F32
[2048]
blk.12.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.12.attn_q.weight
Q4_0
Q4_0
[2048, 3072]
blk.12.ffn_down_exps.weight
Q4_0
Q4_0
[1408, 2048, 64]
blk.12.ffn_down_shexp.weight
Q4_0
Q4_0
[2816, 2048]
blk.12.ffn_gate_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.12.ffn_gate_inp.weight
F32
F32
[2048, 64]
blk.12.ffn_gate_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.12.ffn_norm.weight
F32
F32
[2048]
blk.12.ffn_up_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.12.ffn_up_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.13
blk.13.attn_kv_a_mqa.weight
Q4_0
Q4_0
[2048, 576]
blk.13.attn_kv_a_norm.weight
F32
F32
[512]
blk.13.attn_kv_b.weight
Q4_0
Q4_0
[512, 4096]
blk.13.attn_norm.weight
F32
F32
[2048]
blk.13.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.13.attn_q.weight
Q4_0
Q4_0
[2048, 3072]
blk.13.ffn_down_exps.weight
Q4_0
Q4_0
[1408, 2048, 64]
blk.13.ffn_down_shexp.weight
Q4_0
Q4_0
[2816, 2048]
blk.13.ffn_gate_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.13.ffn_gate_inp.weight
F32
F32
[2048, 64]
blk.13.ffn_gate_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.13.ffn_norm.weight
F32
F32
[2048]
blk.13.ffn_up_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.13.ffn_up_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.14
blk.14.attn_kv_a_mqa.weight
Q4_0
Q4_0
[2048, 576]
blk.14.attn_kv_a_norm.weight
F32
F32
[512]
blk.14.attn_kv_b.weight
Q4_0
Q4_0
[512, 4096]
blk.14.attn_norm.weight
F32
F32
[2048]
blk.14.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.14.attn_q.weight
Q4_0
Q4_0
[2048, 3072]
blk.14.ffn_down_exps.weight
Q4_0
Q4_0
[1408, 2048, 64]
blk.14.ffn_down_shexp.weight
Q4_0
Q4_0
[2816, 2048]
blk.14.ffn_gate_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.14.ffn_gate_inp.weight
F32
F32
[2048, 64]
blk.14.ffn_gate_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.14.ffn_norm.weight
F32
F32
[2048]
blk.14.ffn_up_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.14.ffn_up_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.15
blk.15.attn_kv_a_mqa.weight
Q4_0
Q4_0
[2048, 576]
blk.15.attn_kv_a_norm.weight
F32
F32
[512]
blk.15.attn_kv_b.weight
Q4_0
Q4_0
[512, 4096]
blk.15.attn_norm.weight
F32
F32
[2048]
blk.15.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.15.attn_q.weight
Q4_0
Q4_0
[2048, 3072]
blk.15.ffn_down_exps.weight
Q4_0
Q4_0
[1408, 2048, 64]
blk.15.ffn_down_shexp.weight
Q4_0
Q4_0
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blk.15.ffn_gate_exps.weight
Q4_0
Q4_0
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blk.15.ffn_gate_inp.weight
F32
F32
[2048, 64]
blk.15.ffn_gate_shexp.weight
Q4_0
Q4_0
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blk.15.ffn_norm.weight
F32
F32
[2048]
blk.15.ffn_up_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.15.ffn_up_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.16
blk.16.attn_kv_a_mqa.weight
Q4_0
Q4_0
[2048, 576]
blk.16.attn_kv_a_norm.weight
F32
F32
[512]
blk.16.attn_kv_b.weight
Q4_0
Q4_0
[512, 4096]
blk.16.attn_norm.weight
F32
F32
[2048]
blk.16.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.16.attn_q.weight
Q4_0
Q4_0
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blk.16.ffn_down_exps.weight
Q4_0
Q4_0
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blk.16.ffn_down_shexp.weight
Q4_0
Q4_0
[2816, 2048]
blk.16.ffn_gate_exps.weight
Q4_0
Q4_0
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blk.16.ffn_gate_inp.weight
F32
F32
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blk.16.ffn_gate_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.16.ffn_norm.weight
F32
F32
[2048]
blk.16.ffn_up_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.16.ffn_up_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.17
blk.17.attn_kv_a_mqa.weight
Q4_0
Q4_0
[2048, 576]
blk.17.attn_kv_a_norm.weight
F32
F32
[512]
blk.17.attn_kv_b.weight
Q4_0
Q4_0
[512, 4096]
blk.17.attn_norm.weight
F32
F32
[2048]
blk.17.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.17.attn_q.weight
Q4_0
Q4_0
[2048, 3072]
blk.17.ffn_down_exps.weight
Q4_0
Q4_0
[1408, 2048, 64]
blk.17.ffn_down_shexp.weight
Q4_0
Q4_0
[2816, 2048]
blk.17.ffn_gate_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.17.ffn_gate_inp.weight
F32
F32
[2048, 64]
blk.17.ffn_gate_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.17.ffn_norm.weight
F32
F32
[2048]
blk.17.ffn_up_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.17.ffn_up_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.18
blk.18.attn_kv_a_mqa.weight
Q4_0
Q4_0
[2048, 576]
blk.18.attn_kv_a_norm.weight
F32
F32
[512]
blk.18.attn_kv_b.weight
Q4_0
Q4_0
[512, 4096]
blk.18.attn_norm.weight
F32
F32
[2048]
blk.18.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.18.attn_q.weight
Q4_0
Q4_0
[2048, 3072]
blk.18.ffn_down_exps.weight
Q4_0
Q4_0
[1408, 2048, 64]
blk.18.ffn_down_shexp.weight
Q4_0
Q4_0
[2816, 2048]
blk.18.ffn_gate_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.18.ffn_gate_inp.weight
F32
F32
[2048, 64]
blk.18.ffn_gate_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.18.ffn_norm.weight
F32
F32
[2048]
blk.18.ffn_up_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.18.ffn_up_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.19
blk.19.attn_kv_a_mqa.weight
Q4_0
Q4_0
[2048, 576]
blk.19.attn_kv_a_norm.weight
F32
F32
[512]
blk.19.attn_kv_b.weight
Q4_0
Q4_0
[512, 4096]
blk.19.attn_norm.weight
F32
F32
[2048]
blk.19.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.19.attn_q.weight
Q4_0
Q4_0
[2048, 3072]
blk.19.ffn_down_exps.weight
Q4_0
Q4_0
[1408, 2048, 64]
blk.19.ffn_down_shexp.weight
Q4_0
Q4_0
[2816, 2048]
blk.19.ffn_gate_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.19.ffn_gate_inp.weight
F32
F32
[2048, 64]
blk.19.ffn_gate_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.19.ffn_norm.weight
F32
F32
[2048]
blk.19.ffn_up_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.19.ffn_up_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.20
blk.20.attn_kv_a_mqa.weight
Q4_0
Q4_0
[2048, 576]
blk.20.attn_kv_a_norm.weight
F32
F32
[512]
blk.20.attn_kv_b.weight
Q4_0
Q4_0
[512, 4096]
blk.20.attn_norm.weight
F32
F32
[2048]
blk.20.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.20.attn_q.weight
Q4_0
Q4_0
[2048, 3072]
blk.20.ffn_down_exps.weight
Q4_0
Q4_0
[1408, 2048, 64]
blk.20.ffn_down_shexp.weight
Q4_0
Q4_0
[2816, 2048]
blk.20.ffn_gate_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.20.ffn_gate_inp.weight
F32
F32
[2048, 64]
blk.20.ffn_gate_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.20.ffn_norm.weight
F32
F32
[2048]
blk.20.ffn_up_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.20.ffn_up_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.21
blk.21.attn_kv_a_mqa.weight
Q4_0
Q4_0
[2048, 576]
blk.21.attn_kv_a_norm.weight
F32
F32
[512]
blk.21.attn_kv_b.weight
Q4_0
Q4_0
[512, 4096]
blk.21.attn_norm.weight
F32
F32
[2048]
blk.21.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.21.attn_q.weight
Q4_0
Q4_0
[2048, 3072]
blk.21.ffn_down_exps.weight
Q4_0
Q4_0
[1408, 2048, 64]
blk.21.ffn_down_shexp.weight
Q4_0
Q4_0
[2816, 2048]
blk.21.ffn_gate_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.21.ffn_gate_inp.weight
F32
F32
[2048, 64]
blk.21.ffn_gate_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.21.ffn_norm.weight
F32
F32
[2048]
blk.21.ffn_up_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.21.ffn_up_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.22
blk.22.attn_kv_a_mqa.weight
Q4_0
Q4_0
[2048, 576]
blk.22.attn_kv_a_norm.weight
F32
F32
[512]
blk.22.attn_kv_b.weight
Q4_0
Q4_0
[512, 4096]
blk.22.attn_norm.weight
F32
F32
[2048]
blk.22.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.22.attn_q.weight
Q4_0
Q4_0
[2048, 3072]
blk.22.ffn_down_exps.weight
Q4_0
Q4_0
[1408, 2048, 64]
blk.22.ffn_down_shexp.weight
Q4_0
Q4_0
[2816, 2048]
blk.22.ffn_gate_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.22.ffn_gate_inp.weight
F32
F32
[2048, 64]
blk.22.ffn_gate_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.22.ffn_norm.weight
F32
F32
[2048]
blk.22.ffn_up_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.22.ffn_up_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.23
blk.23.attn_kv_a_mqa.weight
Q4_0
Q4_0
[2048, 576]
blk.23.attn_kv_a_norm.weight
F32
F32
[512]
blk.23.attn_kv_b.weight
Q4_0
Q4_0
[512, 4096]
blk.23.attn_norm.weight
F32
F32
[2048]
blk.23.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.23.attn_q.weight
Q4_0
Q4_0
[2048, 3072]
blk.23.ffn_down_exps.weight
Q4_0
Q4_0
[1408, 2048, 64]
blk.23.ffn_down_shexp.weight
Q4_0
Q4_0
[2816, 2048]
blk.23.ffn_gate_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.23.ffn_gate_inp.weight
F32
F32
[2048, 64]
blk.23.ffn_gate_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.23.ffn_norm.weight
F32
F32
[2048]
blk.23.ffn_up_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.23.ffn_up_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.24
blk.24.attn_kv_a_mqa.weight
Q4_0
Q4_0
[2048, 576]
blk.24.attn_kv_a_norm.weight
F32
F32
[512]
blk.24.attn_kv_b.weight
Q4_0
Q4_0
[512, 4096]
blk.24.attn_norm.weight
F32
F32
[2048]
blk.24.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.24.attn_q.weight
Q4_0
Q4_0
[2048, 3072]
blk.24.ffn_down_exps.weight
Q4_0
Q4_0
[1408, 2048, 64]
blk.24.ffn_down_shexp.weight
Q4_0
Q4_0
[2816, 2048]
blk.24.ffn_gate_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.24.ffn_gate_inp.weight
F32
F32
[2048, 64]
blk.24.ffn_gate_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.24.ffn_norm.weight
F32
F32
[2048]
blk.24.ffn_up_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.24.ffn_up_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.25
blk.25.attn_kv_a_mqa.weight
Q4_0
Q4_0
[2048, 576]
blk.25.attn_kv_a_norm.weight
F32
F32
[512]
blk.25.attn_kv_b.weight
Q4_0
Q4_0
[512, 4096]
blk.25.attn_norm.weight
F32
F32
[2048]
blk.25.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.25.attn_q.weight
Q4_0
Q4_0
[2048, 3072]
blk.25.ffn_down_exps.weight
Q4_0
Q4_0
[1408, 2048, 64]
blk.25.ffn_down_shexp.weight
Q4_0
Q4_0
[2816, 2048]
blk.25.ffn_gate_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.25.ffn_gate_inp.weight
F32
F32
[2048, 64]
blk.25.ffn_gate_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.25.ffn_norm.weight
F32
F32
[2048]
blk.25.ffn_up_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.25.ffn_up_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.26
blk.26.attn_kv_a_mqa.weight
Q4_0
Q4_0
[2048, 576]
blk.26.attn_kv_a_norm.weight
F32
F32
[512]
blk.26.attn_kv_b.weight
Q4_0
Q4_0
[512, 4096]
blk.26.attn_norm.weight
F32
F32
[2048]
blk.26.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.26.attn_q.weight
Q4_0
Q4_0
[2048, 3072]
blk.26.ffn_down_exps.weight
Q4_0
Q4_0
[1408, 2048, 64]
blk.26.ffn_down_shexp.weight
Q4_0
Q4_0
[2816, 2048]
blk.26.ffn_gate_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.26.ffn_gate_inp.weight
F32
F32
[2048, 64]
blk.26.ffn_gate_shexp.weight
Q4_0
Q4_0
[2048, 2816]
blk.26.ffn_norm.weight
F32
F32
[2048]
blk.26.ffn_up_exps.weight
Q4_0
Q4_0
[2048, 1408, 64]
blk.26.ffn_up_shexp.weight
Q4_0
Q4_0
[2048, 2816]
output.weight
Q6_K
Q6_K
[2048, 102400]
output_norm.weight
F32
F32
[2048]