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qwen3.6
:27b-mtp-q8_0
1.9M
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Updated
3 hours ago
Qwen3.6 delivers substantial upgrades in agentic coding and thinking preservation than previous Qwen models.
Qwen3.6 delivers substantial upgrades in agentic coding and thinking preservation than previous Qwen models.
Cancel
vision
tools
thinking
27b
35b
qwen3.6:27b-mtp-q8_0
...
/
model
74b5bbec29e8 · 29GB
Metadata
general.architecture
qwen35
qwen35
general.file_type
Q8_0
Q8_0
qwen35.attention.head_count
24
24
qwen35.attention.head_count_kv
4
4
qwen35.attention.key_length
256
256
qwen35.attention.layer_norm_rms_epsilon
1e-06
1e-06
qwen35.attention.value_length
256
256
qwen35.block_count
65
65
qwen35.context_length
262144
262144
qwen35.embedding_length
5120
5120
qwen35.feed_forward_length
17408
17408
qwen35.full_attention_interval
4
4
qwen35.nextn_predict_layers
1
1
qwen35.rope.dimension_count
64
64
qwen35.rope.dimension_sections
[11, 11, 10, 0]
[11, 11, 10, 0]
qwen35.rope.freq_base
1e+07
1e+07
qwen35.ssm.conv_kernel
4
4
qwen35.ssm.group_count
16
16
qwen35.ssm.inner_size
6144
6144
qwen35.ssm.state_size
128
128
qwen35.ssm.time_step_rank
48
48
tokenizer.ggml.eos_token_id
248046
248046
tokenizer.ggml.eos_token_ids
[248046, 248044]
[248046, 248044]
tokenizer.ggml.merges
[Ġ Ġ, ĠĠ ĠĠ, i n, Ġ t, ĠĠĠĠ ĠĠĠĠ, ...]
[Ġ Ġ, ĠĠ ĠĠ, i n, Ġ t, ĠĠĠĠ ĠĠĠĠ, ...]
tokenizer.ggml.model
gpt2
gpt2
tokenizer.ggml.padding_token_id
248044
248044
tokenizer.ggml.pre
qwen35
qwen35
tokenizer.ggml.scores
[0, 1, 2, 3, 4, ...]
[0, 1, 2, 3, 4, ...]
tokenizer.ggml.token_type
[1, 1, 1, 1, 1, ...]
[1, 1, 1, 1, 1, ...]
tokenizer.ggml.tokens
[!, ", #, $, %, ...]
[!, ", #, $, %, ...]
Tensor
Name
Type
Shape
token_embd.weight
Q8_0
Q8_0
[5120, 248320]
blk.0
blk.0.attn_gate.weight
Q8_0
Q8_0
[5120, 6144]
blk.0.attn_norm.weight
F32
F32
[5120]
blk.0.attn_qkv.weight
Q8_0
Q8_0
[5120, 10240]
blk.0.ffn_down.weight
Q8_0
Q8_0
[17408, 5120]
blk.0.ffn_gate.weight
Q8_0
Q8_0
[5120, 17408]
blk.0.ffn_up.weight
Q8_0
Q8_0
[5120, 17408]
blk.0.post_attention_norm.weight
F32
F32
[5120]
blk.0.ssm_a
F32
F32
[48]
blk.0.ssm_alpha.weight
Q8_0
Q8_0
[5120, 48]
blk.0.ssm_beta.weight
Q8_0
Q8_0
[5120, 48]
blk.0.ssm_conv1d.weight
F32
F32
[4, 10240]
blk.0.ssm_dt.bias
F32
F32
[48]
blk.0.ssm_norm.weight
F32
F32
[128]
blk.0.ssm_out.weight
Q8_0
Q8_0
[6144, 5120]
blk.1
blk.1.attn_gate.weight
Q8_0
Q8_0
[5120, 6144]
blk.1.attn_norm.weight
F32
F32
[5120]
blk.1.attn_qkv.weight
Q8_0
Q8_0
[5120, 10240]
blk.1.ffn_down.weight
Q8_0
Q8_0
[17408, 5120]
blk.1.ffn_gate.weight
Q8_0
Q8_0
[5120, 17408]
blk.1.ffn_up.weight
Q8_0
Q8_0
[5120, 17408]
blk.1.post_attention_norm.weight
F32
F32
[5120]
blk.1.ssm_a
F32
F32
[48]
blk.1.ssm_alpha.weight
Q8_0
Q8_0
[5120, 48]
blk.1.ssm_beta.weight
Q8_0
Q8_0
[5120, 48]
blk.1.ssm_conv1d.weight
F32
F32
[4, 10240]
blk.1.ssm_dt.bias
F32
F32
[48]
blk.1.ssm_norm.weight
F32
F32
[128]
blk.1.ssm_out.weight
Q8_0
Q8_0
[6144, 5120]
blk.2
blk.2.attn_gate.weight
Q8_0
Q8_0
[5120, 6144]
blk.2.attn_norm.weight
F32
F32
[5120]
blk.2.attn_qkv.weight
Q8_0
Q8_0
[5120, 10240]
blk.2.ffn_down.weight
Q8_0
Q8_0
[17408, 5120]
blk.2.ffn_gate.weight
Q8_0
Q8_0
[5120, 17408]
blk.2.ffn_up.weight
Q8_0
Q8_0
[5120, 17408]
blk.2.post_attention_norm.weight
F32
F32
[5120]
blk.2.ssm_a
F32
F32
[48]
blk.2.ssm_alpha.weight
Q8_0
Q8_0
[5120, 48]
blk.2.ssm_beta.weight
Q8_0
Q8_0
[5120, 48]
blk.2.ssm_conv1d.weight
F32
F32
[4, 10240]
blk.2.ssm_dt.bias
F32
F32
[48]
blk.2.ssm_norm.weight
F32
F32
[128]
blk.2.ssm_out.weight
Q8_0
Q8_0
[6144, 5120]
blk.3
blk.3.attn_k.weight
Q8_0
Q8_0
[5120, 1024]
blk.3.attn_k_norm.weight
F32
F32
[256]
blk.3.attn_norm.weight
F32
F32
[5120]
blk.3.attn_output.weight
Q8_0
Q8_0
[6144, 5120]
blk.3.attn_q.weight
Q8_0
Q8_0
[5120, 12288]
blk.3.attn_q_norm.weight
F32
F32
[256]
blk.3.attn_v.weight
Q8_0
Q8_0
[5120, 1024]
blk.3.ffn_down.weight
Q8_0
Q8_0
[17408, 5120]
blk.3.ffn_gate.weight
Q8_0
Q8_0
[5120, 17408]
blk.3.ffn_up.weight
Q8_0
Q8_0
[5120, 17408]
blk.3.post_attention_norm.weight
F32
F32
[5120]
blk.4
blk.4.attn_gate.weight
Q8_0
Q8_0
[5120, 6144]
blk.4.attn_norm.weight
F32
F32
[5120]
blk.4.attn_qkv.weight
Q8_0
Q8_0
[5120, 10240]
blk.4.ffn_down.weight
Q8_0
Q8_0
[17408, 5120]
blk.4.ffn_gate.weight
Q8_0
Q8_0
[5120, 17408]
blk.4.ffn_up.weight
Q8_0
Q8_0
[5120, 17408]
blk.4.post_attention_norm.weight
F32
F32
[5120]
blk.4.ssm_a
F32
F32
[48]
blk.4.ssm_alpha.weight
Q8_0
Q8_0
[5120, 48]
blk.4.ssm_beta.weight
Q8_0
Q8_0
[5120, 48]
blk.4.ssm_conv1d.weight
F32
F32
[4, 10240]
blk.4.ssm_dt.bias
F32
F32
[48]
blk.4.ssm_norm.weight
F32
F32
[128]
blk.4.ssm_out.weight
Q8_0
Q8_0
[6144, 5120]
blk.5
blk.5.attn_gate.weight
Q8_0
Q8_0
[5120, 6144]
blk.5.attn_norm.weight
F32
F32
[5120]
blk.5.attn_qkv.weight
Q8_0
Q8_0
[5120, 10240]
blk.5.ffn_down.weight
Q8_0
Q8_0
[17408, 5120]
blk.5.ffn_gate.weight
Q8_0
Q8_0
[5120, 17408]
blk.5.ffn_up.weight
Q8_0
Q8_0
[5120, 17408]
blk.5.post_attention_norm.weight
F32
F32
[5120]
blk.5.ssm_a
F32
F32
[48]
blk.5.ssm_alpha.weight
Q8_0
Q8_0
[5120, 48]
blk.5.ssm_beta.weight
Q8_0
Q8_0
[5120, 48]
blk.5.ssm_conv1d.weight
F32
F32
[4, 10240]
blk.5.ssm_dt.bias
F32
F32
[48]
blk.5.ssm_norm.weight
F32
F32
[128]
blk.5.ssm_out.weight
Q8_0
Q8_0
[6144, 5120]
blk.6
blk.6.attn_gate.weight
Q8_0
Q8_0
[5120, 6144]
blk.6.attn_norm.weight
F32
F32
[5120]
blk.6.attn_qkv.weight
Q8_0
Q8_0
[5120, 10240]
blk.6.ffn_down.weight
Q8_0
Q8_0
[17408, 5120]
blk.6.ffn_gate.weight
Q8_0
Q8_0
[5120, 17408]
blk.6.ffn_up.weight
Q8_0
Q8_0
[5120, 17408]
blk.6.post_attention_norm.weight
F32
F32
[5120]
blk.6.ssm_a
F32
F32
[48]
blk.6.ssm_alpha.weight
Q8_0
Q8_0
[5120, 48]
blk.6.ssm_beta.weight
Q8_0
Q8_0
[5120, 48]
blk.6.ssm_conv1d.weight
F32
F32
[4, 10240]
blk.6.ssm_dt.bias
F32
F32
[48]
blk.6.ssm_norm.weight
F32
F32
[128]
blk.6.ssm_out.weight
Q8_0
Q8_0
[6144, 5120]
blk.7
blk.7.attn_k.weight
Q8_0
Q8_0
[5120, 1024]
blk.7.attn_k_norm.weight
F32
F32
[256]
blk.7.attn_norm.weight
F32
F32
[5120]
blk.7.attn_output.weight
Q8_0
Q8_0
[6144, 5120]
blk.7.attn_q.weight
Q8_0
Q8_0
[5120, 12288]
blk.7.attn_q_norm.weight
F32
F32
[256]
blk.7.attn_v.weight
Q8_0
Q8_0
[5120, 1024]
blk.7.ffn_down.weight
Q8_0
Q8_0
[17408, 5120]
blk.7.ffn_gate.weight
Q8_0
Q8_0
[5120, 17408]
blk.7.ffn_up.weight
Q8_0
Q8_0
[5120, 17408]
blk.7.post_attention_norm.weight
F32
F32
[5120]
blk.8
blk.8.attn_gate.weight
Q8_0
Q8_0
[5120, 6144]
blk.8.attn_norm.weight
F32
F32
[5120]
blk.8.attn_qkv.weight
Q8_0
Q8_0
[5120, 10240]
blk.8.ffn_down.weight
Q8_0
Q8_0
[17408, 5120]
blk.8.ffn_gate.weight
Q8_0
Q8_0
[5120, 17408]
blk.8.ffn_up.weight
Q8_0
Q8_0
[5120, 17408]
blk.8.post_attention_norm.weight
F32
F32
[5120]
blk.8.ssm_a
F32
F32
[48]
blk.8.ssm_alpha.weight
Q8_0
Q8_0
[5120, 48]
blk.8.ssm_beta.weight
Q8_0
Q8_0
[5120, 48]
blk.8.ssm_conv1d.weight
F32
F32
[4, 10240]
blk.8.ssm_dt.bias
F32
F32
[48]
blk.8.ssm_norm.weight
F32
F32
[128]
blk.8.ssm_out.weight
Q8_0
Q8_0
[6144, 5120]
blk.9
blk.9.attn_gate.weight
Q8_0
Q8_0
[5120, 6144]
blk.9.attn_norm.weight
F32
F32
[5120]
blk.9.attn_qkv.weight
Q8_0
Q8_0
[5120, 10240]
blk.9.ffn_down.weight
Q8_0
Q8_0
[17408, 5120]
blk.9.ffn_gate.weight
Q8_0
Q8_0
[5120, 17408]
blk.9.ffn_up.weight
Q8_0
Q8_0
[5120, 17408]
blk.9.post_attention_norm.weight
F32
F32
[5120]
blk.9.ssm_a
F32
F32
[48]
blk.9.ssm_alpha.weight
Q8_0
Q8_0
[5120, 48]
blk.9.ssm_beta.weight
Q8_0
Q8_0
[5120, 48]
blk.9.ssm_conv1d.weight
F32
F32
[4, 10240]
blk.9.ssm_dt.bias
F32
F32
[48]
blk.9.ssm_norm.weight
F32
F32
[128]
blk.9.ssm_out.weight
Q8_0
Q8_0
[6144, 5120]
blk.10
blk.10.attn_gate.weight
Q8_0
Q8_0
[5120, 6144]
blk.10.attn_norm.weight
F32
F32
[5120]
blk.10.attn_qkv.weight
Q8_0
Q8_0
[5120, 10240]
blk.10.ffn_down.weight
Q8_0
Q8_0
[17408, 5120]
blk.10.ffn_gate.weight
Q8_0
Q8_0
[5120, 17408]
blk.10.ffn_up.weight
Q8_0
Q8_0
[5120, 17408]
blk.10.post_attention_norm.weight
F32
F32
[5120]
blk.10.ssm_a
F32
F32
[48]
blk.10.ssm_alpha.weight
Q8_0
Q8_0
[5120, 48]
blk.10.ssm_beta.weight
Q8_0
Q8_0
[5120, 48]
blk.10.ssm_conv1d.weight
F32
F32
[4, 10240]
blk.10.ssm_dt.bias
F32
F32
[48]
blk.10.ssm_norm.weight
F32
F32
[128]
blk.10.ssm_out.weight
Q8_0
Q8_0
[6144, 5120]
blk.11
blk.11.attn_k.weight
Q8_0
Q8_0
[5120, 1024]
blk.11.attn_k_norm.weight
F32
F32
[256]
blk.11.attn_norm.weight
F32
F32
[5120]
blk.11.attn_output.weight
Q8_0
Q8_0
[6144, 5120]
blk.11.attn_q.weight
Q8_0
Q8_0
[5120, 12288]
blk.11.attn_q_norm.weight
F32
F32
[256]
blk.11.attn_v.weight
Q8_0
Q8_0
[5120, 1024]
blk.11.ffn_down.weight
Q8_0
Q8_0
[17408, 5120]
blk.11.ffn_gate.weight
Q8_0
Q8_0
[5120, 17408]
blk.11.ffn_up.weight
Q8_0
Q8_0
[5120, 17408]
blk.11.post_attention_norm.weight
F32
F32
[5120]
blk.12
blk.12.attn_gate.weight
Q8_0
Q8_0
[5120, 6144]
blk.12.attn_norm.weight
F32
F32
[5120]
blk.12.attn_qkv.weight
Q8_0
Q8_0
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blk.12.ffn_down.weight
Q8_0
Q8_0
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blk.12.ffn_gate.weight
Q8_0
Q8_0
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blk.12.ffn_up.weight
Q8_0
Q8_0
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blk.12.post_attention_norm.weight
F32
F32
[5120]
blk.12.ssm_a
F32
F32
[48]
blk.12.ssm_alpha.weight
Q8_0
Q8_0
[5120, 48]
blk.12.ssm_beta.weight
Q8_0
Q8_0
[5120, 48]
blk.12.ssm_conv1d.weight
F32
F32
[4, 10240]
blk.12.ssm_dt.bias
F32
F32
[48]
blk.12.ssm_norm.weight
F32
F32
[128]
blk.12.ssm_out.weight
Q8_0
Q8_0
[6144, 5120]
blk.13
blk.13.attn_gate.weight
Q8_0
Q8_0
[5120, 6144]
blk.13.attn_norm.weight
F32
F32
[5120]
blk.13.attn_qkv.weight
Q8_0
Q8_0
[5120, 10240]
blk.13.ffn_down.weight
Q8_0
Q8_0
[17408, 5120]
blk.13.ffn_gate.weight
Q8_0
Q8_0
[5120, 17408]
blk.13.ffn_up.weight
Q8_0
Q8_0
[5120, 17408]
blk.13.post_attention_norm.weight
F32
F32
[5120]
blk.13.ssm_a
F32
F32
[48]
blk.13.ssm_alpha.weight
Q8_0
Q8_0
[5120, 48]
blk.13.ssm_beta.weight
Q8_0
Q8_0
[5120, 48]
blk.13.ssm_conv1d.weight
F32
F32
[4, 10240]
blk.13.ssm_dt.bias
F32
F32
[48]
blk.13.ssm_norm.weight
F32
F32
[128]
blk.13.ssm_out.weight
Q8_0
Q8_0
[6144, 5120]
blk.14
blk.14.attn_gate.weight
Q8_0
Q8_0
[5120, 6144]
blk.14.attn_norm.weight
F32
F32
[5120]
blk.14.attn_qkv.weight
Q8_0
Q8_0
[5120, 10240]
blk.14.ffn_down.weight
Q8_0
Q8_0
[17408, 5120]
blk.14.ffn_gate.weight
Q8_0
Q8_0
[5120, 17408]
blk.14.ffn_up.weight
Q8_0
Q8_0
[5120, 17408]
blk.14.post_attention_norm.weight
F32
F32
[5120]
blk.14.ssm_a
F32
F32
[48]
blk.14.ssm_alpha.weight
Q8_0
Q8_0
[5120, 48]
blk.14.ssm_beta.weight
Q8_0
Q8_0
[5120, 48]
blk.14.ssm_conv1d.weight
F32
F32
[4, 10240]
blk.14.ssm_dt.bias
F32
F32
[48]
blk.14.ssm_norm.weight
F32
F32
[128]
blk.14.ssm_out.weight
Q8_0
Q8_0
[6144, 5120]
blk.15
blk.15.attn_k.weight
Q8_0
Q8_0
[5120, 1024]
blk.15.attn_k_norm.weight
F32
F32
[256]
blk.15.attn_norm.weight
F32
F32
[5120]
blk.15.attn_output.weight
Q8_0
Q8_0
[6144, 5120]
blk.15.attn_q.weight
Q8_0
Q8_0
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blk.15.attn_q_norm.weight
F32
F32
[256]
blk.15.attn_v.weight
Q8_0
Q8_0
[5120, 1024]
blk.15.ffn_down.weight
Q8_0
Q8_0
[17408, 5120]
blk.15.ffn_gate.weight
Q8_0
Q8_0
[5120, 17408]
blk.15.ffn_up.weight
Q8_0
Q8_0
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blk.15.post_attention_norm.weight
F32
F32
[5120]
blk.16
blk.16.attn_gate.weight
Q8_0
Q8_0
[5120, 6144]
blk.16.attn_norm.weight
F32
F32
[5120]
blk.16.attn_qkv.weight
Q8_0
Q8_0
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blk.16.ffn_down.weight
Q8_0
Q8_0
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blk.16.ffn_gate.weight
Q8_0
Q8_0
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blk.16.ffn_up.weight
Q8_0
Q8_0
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blk.16.post_attention_norm.weight
F32
F32
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blk.16.ssm_a
F32
F32
[48]
blk.16.ssm_alpha.weight
Q8_0
Q8_0
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blk.16.ssm_beta.weight
Q8_0
Q8_0
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blk.16.ssm_conv1d.weight
F32
F32
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blk.16.ssm_dt.bias
F32
F32
[48]
blk.16.ssm_norm.weight
F32
F32
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blk.16.ssm_out.weight
Q8_0
Q8_0
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blk.17
blk.17.attn_gate.weight
Q8_0
Q8_0
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blk.17.attn_norm.weight
F32
F32
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blk.17.attn_qkv.weight
Q8_0
Q8_0
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blk.17.ffn_down.weight
Q8_0
Q8_0
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blk.17.ffn_gate.weight
Q8_0
Q8_0
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blk.17.ffn_up.weight
Q8_0
Q8_0
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blk.17.post_attention_norm.weight
F32
F32
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blk.17.ssm_a
F32
F32
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blk.17.ssm_alpha.weight
Q8_0
Q8_0
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blk.17.ssm_beta.weight
Q8_0
Q8_0
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blk.17.ssm_conv1d.weight
F32
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