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qwen3.5
:9b
174K
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just now
Qwen 3.5 is a family of open-source multimodal models that delivers exceptional utility and performance.
Qwen 3.5 is a family of open-source multimodal models that delivers exceptional utility and performance.
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vision
tools
thinking
cloud
0.8b
2b
4b
9b
27b
35b
122b
qwen3.5:9b
...
/
model
dec52a44569a · 6.6GB
Metadata
general.architecture
qwen35
qwen35
general.file_type
Q4_K_M
Q4_K_M
qwen35.attention.head_count
16
16
qwen35.attention.head_count_kv
[0, 0, 0, 4, 0, ...]
[0, 0, 0, 4, 0, ...]
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
32
32
qwen35.context_length
262144
262144
qwen35.embedding_length
4096
4096
qwen35.feed_forward_length
12288
12288
qwen35.full_attention_interval
4
4
qwen35.image_token_id
248056
248056
qwen35.mrope_sections
[11, 11, 10]
[11, 11, 10]
qwen35.rope.dimension_count
64
64
qwen35.rope.dimension_sections
[11, 11, 10]
[11, 11, 10]
qwen35.rope.freq_base
1e+07
1e+07
qwen35.rope.mrope_interleaved
true
true
qwen35.rope.mrope_section
[11, 11, 10]
[11, 11, 10]
qwen35.ssm.conv_kernel
4
4
qwen35.ssm.group_count
16
16
qwen35.ssm.inner_size
4096
4096
qwen35.ssm.state_size
128
128
qwen35.ssm.time_step_rank
32
32
qwen35.ssm.v_head_reordered
true
true
qwen35.vision.attention.head_count
16
16
qwen35.vision.block_count
27
27
qwen35.vision.deepstack_visual_indexes
[]
[]
qwen35.vision.embedding_length
1152
1152
qwen35.vision.image_mean
[0.5, 0.5, 0.5]
[0.5, 0.5, 0.5]
qwen35.vision.image_std
[0.5, 0.5, 0.5]
[0.5, 0.5, 0.5]
qwen35.vision.longest_edge
16777216
16777216
qwen35.vision.num_channels
3
3
qwen35.vision.patch_size
16
16
qwen35.vision.shortest_edge
65536
65536
qwen35.vision.spatial_merge_size
2
2
qwen35.vision.temporal_patch_size
2
2
qwen35.vision_end_token_id
248054
248054
qwen35.vision_start_token_id
248053
248053
tokenizer.ggml.add_eos_token
false
false
tokenizer.ggml.add_padding_token
false
false
tokenizer.ggml.eos_token_id
248046
248046
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
Q4_K
Q4_K
[4096, 248320]
blk.0
blk.0.attn_gate.weight
Q4_K
Q4_K
[4096, 4096]
blk.0.attn_norm.weight
F32
F32
[4096]
blk.0.attn_qkv.weight
Q4_K
Q4_K
[4096, 8192]
blk.0.ffn_down.weight
Q6_K
Q6_K
[12288, 4096]
blk.0.ffn_gate.weight
Q4_K
Q4_K
[4096, 12288]
blk.0.ffn_up.weight
Q4_K
Q4_K
[4096, 12288]
blk.0.post_attention_norm.weight
F32
F32
[4096]
blk.0.ssm_a
F32
F32
[32]
blk.0.ssm_alpha.weight
Q4_K
Q4_K
[4096, 32]
blk.0.ssm_beta.weight
Q4_K
Q4_K
[4096, 32]
blk.0.ssm_conv1d.weight
F32
F32
[4, 8192]
blk.0.ssm_dt
F32
F32
[32]
blk.0.ssm_norm.weight
F32
F32
[128]
blk.0.ssm_out.weight
Q4_K
Q4_K
[4096, 4096]
blk.1
blk.1.attn_gate.weight
Q4_K
Q4_K
[4096, 4096]
blk.1.attn_norm.weight
F32
F32
[4096]
blk.1.attn_qkv.weight
Q4_K
Q4_K
[4096, 8192]
blk.1.ffn_down.weight
Q6_K
Q6_K
[12288, 4096]
blk.1.ffn_gate.weight
Q4_K
Q4_K
[4096, 12288]
blk.1.ffn_up.weight
Q4_K
Q4_K
[4096, 12288]
blk.1.post_attention_norm.weight
F32
F32
[4096]
blk.1.ssm_a
F32
F32
[32]
blk.1.ssm_alpha.weight
Q4_K
Q4_K
[4096, 32]
blk.1.ssm_beta.weight
Q4_K
Q4_K
[4096, 32]
blk.1.ssm_conv1d.weight
F32
F32
[4, 8192]
blk.1.ssm_dt
F32
F32
[32]
blk.1.ssm_norm.weight
F32
F32
[128]
blk.1.ssm_out.weight
Q4_K
Q4_K
[4096, 4096]
blk.2
blk.2.attn_gate.weight
Q4_K
Q4_K
[4096, 4096]
blk.2.attn_norm.weight
F32
F32
[4096]
blk.2.attn_qkv.weight
Q4_K
Q4_K
[4096, 8192]
blk.2.ffn_down.weight
Q6_K
Q6_K
[12288, 4096]
blk.2.ffn_gate.weight
Q4_K
Q4_K
[4096, 12288]
blk.2.ffn_up.weight
Q4_K
Q4_K
[4096, 12288]
blk.2.post_attention_norm.weight
F32
F32
[4096]
blk.2.ssm_a
F32
F32
[32]
blk.2.ssm_alpha.weight
Q4_K
Q4_K
[4096, 32]
blk.2.ssm_beta.weight
Q4_K
Q4_K
[4096, 32]
blk.2.ssm_conv1d.weight
F32
F32
[4, 8192]
blk.2.ssm_dt
F32
F32
[32]
blk.2.ssm_norm.weight
F32
F32
[128]
blk.2.ssm_out.weight
Q4_K
Q4_K
[4096, 4096]
blk.3
blk.3.attn_k.weight
Q4_K
Q4_K
[4096, 1024]
blk.3.attn_k_norm.weight
F32
F32
[256]
blk.3.attn_norm.weight
F32
F32
[4096]
blk.3.attn_output.weight
Q4_K
Q4_K
[4096, 4096]
blk.3.attn_q.weight
Q4_K
Q4_K
[4096, 8192]
blk.3.attn_q_norm.weight
F32
F32
[256]
blk.3.attn_v.weight
Q6_K
Q6_K
[4096, 1024]
blk.3.ffn_down.weight
Q6_K
Q6_K
[12288, 4096]
blk.3.ffn_gate.weight
Q4_K
Q4_K
[4096, 12288]
blk.3.ffn_up.weight
Q4_K
Q4_K
[4096, 12288]
blk.3.post_attention_norm.weight
F32
F32
[4096]
blk.4
blk.4.attn_gate.weight
Q4_K
Q4_K
[4096, 4096]
blk.4.attn_norm.weight
F32
F32
[4096]
blk.4.attn_qkv.weight
Q4_K
Q4_K
[4096, 8192]
blk.4.ffn_down.weight
Q4_K
Q4_K
[12288, 4096]
blk.4.ffn_gate.weight
Q4_K
Q4_K
[4096, 12288]
blk.4.ffn_up.weight
Q4_K
Q4_K
[4096, 12288]
blk.4.post_attention_norm.weight
F32
F32
[4096]
blk.4.ssm_a
F32
F32
[32]
blk.4.ssm_alpha.weight
Q4_K
Q4_K
[4096, 32]
blk.4.ssm_beta.weight
Q4_K
Q4_K
[4096, 32]
blk.4.ssm_conv1d.weight
F32
F32
[4, 8192]
blk.4.ssm_dt
F32
F32
[32]
blk.4.ssm_norm.weight
F32
F32
[128]
blk.4.ssm_out.weight
Q4_K
Q4_K
[4096, 4096]
blk.5
blk.5.attn_gate.weight
Q4_K
Q4_K
[4096, 4096]
blk.5.attn_norm.weight
F32
F32
[4096]
blk.5.attn_qkv.weight
Q4_K
Q4_K
[4096, 8192]
blk.5.ffn_down.weight
Q4_K
Q4_K
[12288, 4096]
blk.5.ffn_gate.weight
Q4_K
Q4_K
[4096, 12288]
blk.5.ffn_up.weight
Q4_K
Q4_K
[4096, 12288]
blk.5.post_attention_norm.weight
F32
F32
[4096]
blk.5.ssm_a
F32
F32
[32]
blk.5.ssm_alpha.weight
Q4_K
Q4_K
[4096, 32]
blk.5.ssm_beta.weight
Q4_K
Q4_K
[4096, 32]
blk.5.ssm_conv1d.weight
F32
F32
[4, 8192]
blk.5.ssm_dt
F32
F32
[32]
blk.5.ssm_norm.weight
F32
F32
[128]
blk.5.ssm_out.weight
Q4_K
Q4_K
[4096, 4096]
blk.6
blk.6.attn_gate.weight
Q4_K
Q4_K
[4096, 4096]
blk.6.attn_norm.weight
F32
F32
[4096]
blk.6.attn_qkv.weight
Q4_K
Q4_K
[4096, 8192]
blk.6.ffn_down.weight
Q6_K
Q6_K
[12288, 4096]
blk.6.ffn_gate.weight
Q4_K
Q4_K
[4096, 12288]
blk.6.ffn_up.weight
Q4_K
Q4_K
[4096, 12288]
blk.6.post_attention_norm.weight
F32
F32
[4096]
blk.6.ssm_a
F32
F32
[32]
blk.6.ssm_alpha.weight
Q4_K
Q4_K
[4096, 32]
blk.6.ssm_beta.weight
Q4_K
Q4_K
[4096, 32]
blk.6.ssm_conv1d.weight
F32
F32
[4, 8192]
blk.6.ssm_dt
F32
F32
[32]
blk.6.ssm_norm.weight
F32
F32
[128]
blk.6.ssm_out.weight
Q4_K
Q4_K
[4096, 4096]
blk.7
blk.7.attn_k.weight
Q4_K
Q4_K
[4096, 1024]
blk.7.attn_k_norm.weight
F32
F32
[256]
blk.7.attn_norm.weight
F32
F32
[4096]
blk.7.attn_output.weight
Q4_K
Q4_K
[4096, 4096]
blk.7.attn_q.weight
Q4_K
Q4_K
[4096, 8192]
blk.7.attn_q_norm.weight
F32
F32
[256]
blk.7.attn_v.weight
Q6_K
Q6_K
[4096, 1024]
blk.7.ffn_down.weight
Q4_K
Q4_K
[12288, 4096]
blk.7.ffn_gate.weight
Q4_K
Q4_K
[4096, 12288]
blk.7.ffn_up.weight
Q4_K
Q4_K
[4096, 12288]
blk.7.post_attention_norm.weight
F32
F32
[4096]
blk.8
blk.8.attn_gate.weight
Q4_K
Q4_K
[4096, 4096]
blk.8.attn_norm.weight
F32
F32
[4096]
blk.8.attn_qkv.weight
Q4_K
Q4_K
[4096, 8192]
blk.8.ffn_down.weight
Q4_K
Q4_K
[12288, 4096]
blk.8.ffn_gate.weight
Q4_K
Q4_K
[4096, 12288]
blk.8.ffn_up.weight
Q4_K
Q4_K
[4096, 12288]
blk.8.post_attention_norm.weight
F32
F32
[4096]
blk.8.ssm_a
F32
F32
[32]
blk.8.ssm_alpha.weight
Q4_K
Q4_K
[4096, 32]
blk.8.ssm_beta.weight
Q4_K
Q4_K
[4096, 32]
blk.8.ssm_conv1d.weight
F32
F32
[4, 8192]
blk.8.ssm_dt
F32
F32
[32]
blk.8.ssm_norm.weight
F32
F32
[128]
blk.8.ssm_out.weight
Q4_K
Q4_K
[4096, 4096]
blk.9
blk.9.attn_gate.weight
Q4_K
Q4_K
[4096, 4096]
blk.9.attn_norm.weight
F32
F32
[4096]
blk.9.attn_qkv.weight
Q4_K
Q4_K
[4096, 8192]
blk.9.ffn_down.weight
Q6_K
Q6_K
[12288, 4096]
blk.9.ffn_gate.weight
Q4_K
Q4_K
[4096, 12288]
blk.9.ffn_up.weight
Q4_K
Q4_K
[4096, 12288]
blk.9.post_attention_norm.weight
F32
F32
[4096]
blk.9.ssm_a
F32
F32
[32]
blk.9.ssm_alpha.weight
Q4_K
Q4_K
[4096, 32]
blk.9.ssm_beta.weight
Q4_K
Q4_K
[4096, 32]
blk.9.ssm_conv1d.weight
F32
F32
[4, 8192]
blk.9.ssm_dt
F32
F32
[32]
blk.9.ssm_norm.weight
F32
F32
[128]
blk.9.ssm_out.weight
Q4_K
Q4_K
[4096, 4096]
blk.10
blk.10.attn_gate.weight
Q4_K
Q4_K
[4096, 4096]
blk.10.attn_norm.weight
F32
F32
[4096]
blk.10.attn_qkv.weight
Q4_K
Q4_K
[4096, 8192]
blk.10.ffn_down.weight
Q4_K
Q4_K
[12288, 4096]
blk.10.ffn_gate.weight
Q4_K
Q4_K
[4096, 12288]
blk.10.ffn_up.weight
Q4_K
Q4_K
[4096, 12288]
blk.10.post_attention_norm.weight
F32
F32
[4096]
blk.10.ssm_a
F32
F32
[32]
blk.10.ssm_alpha.weight
Q4_K
Q4_K
[4096, 32]
blk.10.ssm_beta.weight
Q4_K
Q4_K
[4096, 32]
blk.10.ssm_conv1d.weight
F32
F32
[4, 8192]
blk.10.ssm_dt
F32
F32
[32]
blk.10.ssm_norm.weight
F32
F32
[128]
blk.10.ssm_out.weight
Q4_K
Q4_K
[4096, 4096]
blk.11
blk.11.attn_k.weight
Q4_K
Q4_K
[4096, 1024]
blk.11.attn_k_norm.weight
F32
F32
[256]
blk.11.attn_norm.weight
F32
F32
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blk.11.attn_output.weight
Q4_K
Q4_K
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blk.11.attn_q.weight
Q4_K
Q4_K
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blk.11.attn_q_norm.weight
F32
F32
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blk.11.attn_v.weight
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Q6_K
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blk.11.ffn_down.weight
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Q4_K
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blk.11.ffn_gate.weight
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Q4_K
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blk.11.ffn_up.weight
Q4_K
Q4_K
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blk.11.post_attention_norm.weight
F32
F32
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blk.12
blk.12.attn_gate.weight
Q4_K
Q4_K
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blk.12.attn_norm.weight
F32
F32
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blk.12.attn_qkv.weight
Q4_K
Q4_K
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blk.12.ffn_gate.weight
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Q4_K
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blk.12.ffn_up.weight
Q4_K
Q4_K
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blk.12.post_attention_norm.weight
F32
F32
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blk.12.ssm_a
F32
F32
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blk.12.ssm_alpha.weight
Q4_K
Q4_K
[4096, 32]
blk.12.ssm_beta.weight
Q4_K
Q4_K
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blk.12.ssm_conv1d.weight
F32
F32
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blk.12.ssm_dt
F32
F32
[32]
blk.12.ssm_norm.weight
F32
F32
[128]
blk.12.ssm_out.weight
Q4_K
Q4_K
[4096, 4096]
blk.13
blk.13.attn_gate.weight
Q4_K
Q4_K
[4096, 4096]
blk.13.attn_norm.weight
F32
F32
[4096]
blk.13.attn_qkv.weight
Q4_K
Q4_K
[4096, 8192]
blk.13.ffn_down.weight
Q4_K
Q4_K
[12288, 4096]
blk.13.ffn_gate.weight
Q4_K
Q4_K
[4096, 12288]
blk.13.ffn_up.weight
Q4_K
Q4_K
[4096, 12288]
blk.13.post_attention_norm.weight
F32
F32
[4096]
blk.13.ssm_a
F32
F32
[32]
blk.13.ssm_alpha.weight
Q4_K
Q4_K
[4096, 32]
blk.13.ssm_beta.weight
Q4_K
Q4_K
[4096, 32]
blk.13.ssm_conv1d.weight
F32
F32
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blk.13.ssm_dt
F32
F32
[32]
blk.13.ssm_norm.weight
F32
F32
[128]
blk.13.ssm_out.weight
Q4_K
Q4_K
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blk.14
blk.14.attn_gate.weight
Q4_K
Q4_K
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blk.14.attn_norm.weight
F32
F32
[4096]
blk.14.attn_qkv.weight
Q4_K
Q4_K
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blk.14.ffn_down.weight
Q4_K
Q4_K
[12288, 4096]
blk.14.ffn_gate.weight
Q4_K
Q4_K
[4096, 12288]
blk.14.ffn_up.weight
Q4_K
Q4_K
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blk.14.post_attention_norm.weight
F32
F32
[4096]
blk.14.ssm_a
F32
F32
[32]
blk.14.ssm_alpha.weight
Q4_K
Q4_K
[4096, 32]
blk.14.ssm_beta.weight
Q4_K
Q4_K
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blk.14.ssm_conv1d.weight
F32
F32
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blk.14.ssm_dt
F32
F32
[32]
blk.14.ssm_norm.weight
F32
F32
[128]
blk.14.ssm_out.weight
Q4_K
Q4_K
[4096, 4096]
blk.15
blk.15.attn_k.weight
Q4_K
Q4_K
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blk.15.attn_k_norm.weight
F32
F32
[256]
blk.15.attn_norm.weight
F32
F32
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blk.15.attn_output.weight
Q4_K
Q4_K
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blk.15.attn_q.weight
Q4_K
Q4_K
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blk.15.attn_q_norm.weight
F32
F32
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blk.15.attn_v.weight
Q6_K
Q6_K
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blk.15.ffn_down.weight
Q6_K
Q6_K
[12288, 4096]
blk.15.ffn_gate.weight
Q4_K
Q4_K
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blk.15.ffn_up.weight
Q4_K
Q4_K
[4096, 12288]
blk.15.post_attention_norm.weight
F32
F32
[4096]
blk.16
blk.16.attn_gate.weight
Q4_K
Q4_K
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blk.16.attn_norm.weight
F32
F32
[4096]
blk.16.attn_qkv.weight
Q4_K
Q4_K
[4096, 8192]
blk.16.ffn_down.weight
Q4_K
Q4_K
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blk.16.ffn_gate.weight
Q4_K
Q4_K
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blk.16.ffn_up.weight
Q4_K
Q4_K
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blk.16.post_attention_norm.weight
F32
F32
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blk.16.ssm_a
F32
F32
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blk.16.ssm_alpha.weight
Q4_K
Q4_K
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blk.16.ssm_beta.weight
Q4_K
Q4_K
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blk.16.ssm_conv1d.weight
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