byczech/ qwen3.6-mmproj-16G-UD-IQ3_S:35b

580 3 weeks ago

Qwen 3.6 35B multimodal model with vision support, quantized to IQ3_S and optimized to fit within 16 GB VRAM with Q4_0 KV cache. Supports very large context windows, with the practical maximum depending on the Ollama version, GPU and backend.

vision tools thinking 35b
... /
model
f9c02bca7e44 · 14GB
    Metadata
  • general.architecture
    qwen35moe
  • general.file_type
    IQ3_S
  • qwen35moe.attention.head_count
    16
  • qwen35moe.attention.head_count_kv
    2
  • qwen35moe.attention.key_length
    256
  • qwen35moe.attention.layer_norm_rms_epsilon
    1e-06
  • qwen35moe.attention.value_length
    256
  • qwen35moe.block_count
    40
  • qwen35moe.context_length
    262144
  • qwen35moe.embedding_length
    2048
  • qwen35moe.expert_count
    256
  • qwen35moe.expert_feed_forward_length
    512
  • qwen35moe.expert_shared_feed_forward_length
    512
  • qwen35moe.expert_used_count
    8
  • qwen35moe.full_attention_interval
    4
  • qwen35moe.rope.dimension_count
    64
  • qwen35moe.rope.dimension_sections
    [11, 11, 10, 0]
  • qwen35moe.rope.freq_base
    1e+07
  • qwen35moe.ssm.conv_kernel
    4
  • qwen35moe.ssm.group_count
    16
  • qwen35moe.ssm.inner_size
    4096
  • qwen35moe.ssm.state_size
    128
  • qwen35moe.ssm.time_step_rank
    32
  • tokenizer.ggml.add_bos_token
    false
  • tokenizer.ggml.bos_token_id
    248044
  • tokenizer.ggml.eos_token_id
    248046
  • tokenizer.ggml.merges
    [Ġ Ġ, ĠĠ ĠĠ, i n, Ġ t, ĠĠĠĠ ĠĠĠĠ, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.padding_token_id
    248055
  • tokenizer.ggml.pre
    qwen35
  • tokenizer.ggml.token_type
    [1, 1, 1, 1, 1, ...]
  • tokenizer.ggml.tokens
    [!, ", #, $, %, ...]
  • quantize.imatrix.chunks_count
    76
  • quantize.imatrix.dataset
    unsloth_calibration_Qwen3.6-35B-A3B.txt
  • quantize.imatrix.entries_count
    510
  • quantize.imatrix.file
    Qwen3.6-35B-A3B-GGUF/imatrix_unsloth.gguf
    • Tensor
  • token_embd.weight
    Q6_K
    [2048, 248320]
    • blk.0
  • blk.0.attn_gate.weight
    Q6_K
    [2048, 4096]
  • blk.0.attn_norm.weight
    F32
    [2048]
  • blk.0.attn_qkv.weight
    Q6_K
    [2048, 8192]
  • blk.0.ffn_down_exps.weight
    IQ3_S
    [512, 2048, 256]
  • blk.0.ffn_down_shexp.weight
    Q6_K
    [512, 2048]
  • blk.0.ffn_gate_exps.weight
    IQ2_S
    [2048, 512, 256]
  • blk.0.ffn_gate_inp.weight
    F32
    [2048, 256]
  • blk.0.ffn_gate_inp_shexp.weight
    F32
    [2048]
  • blk.0.ffn_gate_shexp.weight
    Q6_K
    [2048, 512]
  • blk.0.ffn_up_exps.weight
    IQ2_S
    [2048, 512, 256]
  • blk.0.ffn_up_shexp.weight
    Q6_K
    [2048, 512]
  • blk.0.post_attention_norm.weight
    F32
    [2048]
  • blk.0.ssm_a
    F32
    [32]
  • blk.0.ssm_alpha.weight
    F32
    [2048, 32]
  • blk.0.ssm_beta.weight
    F32
    [2048, 32]
  • blk.0.ssm_conv1d.weight
    F32
    [4, 8192]
  • blk.0.ssm_dt.bias
    F32
    [32]
  • blk.0.ssm_norm.weight
    F32
    [128]
  • blk.0.ssm_out.weight
    Q6_K
    [4096, 2048]
    • blk.1
  • blk.1.attn_gate.weight
    Q6_K
    [2048, 4096]
  • blk.1.attn_norm.weight
    F32
    [2048]
  • blk.1.attn_qkv.weight
    Q6_K
    [2048, 8192]
  • blk.1.ffn_down_exps.weight
    IQ3_S
    [512, 2048, 256]
  • blk.1.ffn_down_shexp.weight
    Q6_K
    [512, 2048]
  • blk.1.ffn_gate_exps.weight
    IQ2_S
    [2048, 512, 256]
  • blk.1.ffn_gate_inp.weight
    F32
    [2048, 256]
  • blk.1.ffn_gate_inp_shexp.weight
    F32
    [2048]
  • blk.1.ffn_gate_shexp.weight
    Q6_K
    [2048, 512]
  • blk.1.ffn_up_exps.weight
    IQ2_S
    [2048, 512, 256]
  • blk.1.ffn_up_shexp.weight
    Q6_K
    [2048, 512]
  • blk.1.post_attention_norm.weight
    F32
    [2048]
  • blk.1.ssm_a
    F32
    [32]
  • blk.1.ssm_alpha.weight
    F32
    [2048, 32]
  • blk.1.ssm_beta.weight
    F32
    [2048, 32]
  • blk.1.ssm_conv1d.weight
    F32
    [4, 8192]
  • blk.1.ssm_dt.bias
    F32
    [32]
  • blk.1.ssm_norm.weight
    F32
    [128]
  • blk.1.ssm_out.weight
    Q6_K
    [4096, 2048]
    • blk.2
  • blk.2.attn_gate.weight
    Q6_K
    [2048, 4096]
  • blk.2.attn_norm.weight
    F32
    [2048]
  • blk.2.attn_qkv.weight
    Q6_K
    [2048, 8192]
  • blk.2.ffn_down_exps.weight
    IQ3_S
    [512, 2048, 256]
  • blk.2.ffn_down_shexp.weight
    Q6_K
    [512, 2048]
  • blk.2.ffn_gate_exps.weight
    IQ2_S
    [2048, 512, 256]
  • blk.2.ffn_gate_inp.weight
    F32
    [2048, 256]
  • blk.2.ffn_gate_inp_shexp.weight
    F32
    [2048]
  • blk.2.ffn_gate_shexp.weight
    Q6_K
    [2048, 512]
  • blk.2.ffn_up_exps.weight
    IQ2_S
    [2048, 512, 256]
  • blk.2.ffn_up_shexp.weight
    Q6_K
    [2048, 512]
  • blk.2.post_attention_norm.weight
    F32
    [2048]
  • blk.2.ssm_a
    F32
    [32]
  • blk.2.ssm_alpha.weight
    F32
    [2048, 32]
  • blk.2.ssm_beta.weight
    F32
    [2048, 32]
  • blk.2.ssm_conv1d.weight
    F32
    [4, 8192]
  • blk.2.ssm_dt.bias
    F32
    [32]
  • blk.2.ssm_norm.weight
    F32
    [128]
  • blk.2.ssm_out.weight
    Q6_K
    [4096, 2048]
    • blk.3
  • blk.3.attn_k.weight
    Q6_K
    [2048, 512]
  • blk.3.attn_k_norm.weight
    F32
    [256]
  • blk.3.attn_norm.weight
    F32
    [2048]
  • blk.3.attn_output.weight
    Q6_K
    [4096, 2048]
  • blk.3.attn_q.weight
    Q6_K
    [2048, 8192]
  • blk.3.attn_q_norm.weight
    F32
    [256]
  • blk.3.attn_v.weight
    Q6_K
    [2048, 512]
  • blk.3.ffn_down_exps.weight
    IQ3_S
    [512, 2048, 256]
  • blk.3.ffn_down_shexp.weight
    Q6_K
    [512, 2048]
  • blk.3.ffn_gate_exps.weight
    IQ2_S
    [2048, 512, 256]
  • blk.3.ffn_gate_inp.weight
    F32
    [2048, 256]
  • blk.3.ffn_gate_inp_shexp.weight
    F32
    [2048]
  • blk.3.ffn_gate_shexp.weight
    Q6_K
    [2048, 512]
  • blk.3.ffn_up_exps.weight
    IQ2_S
    [2048, 512, 256]
  • blk.3.ffn_up_shexp.weight
    Q6_K
    [2048, 512]
  • blk.3.post_attention_norm.weight
    F32
    [2048]
    • blk.4
  • blk.4.attn_gate.weight
    Q6_K
    [2048, 4096]
  • blk.4.attn_norm.weight
    F32
    [2048]
  • blk.4.attn_qkv.weight
    Q6_K
    [2048, 8192]
  • blk.4.ffn_down_exps.weight
    IQ3_S
    [512, 2048, 256]
  • blk.4.ffn_down_shexp.weight
    Q6_K
    [512, 2048]
  • blk.4.ffn_gate_exps.weight
    IQ2_S
    [2048, 512, 256]
  • blk.4.ffn_gate_inp.weight
    F32
    [2048, 256]
  • blk.4.ffn_gate_inp_shexp.weight
    F32
    [2048]
  • blk.4.ffn_gate_shexp.weight
    Q6_K
    [2048, 512]
  • blk.4.ffn_up_exps.weight
    IQ2_S
    [2048, 512, 256]
  • blk.4.ffn_up_shexp.weight
    Q6_K
    [2048, 512]
  • blk.4.post_attention_norm.weight
    F32
    [2048]
  • blk.4.ssm_a
    F32
    [32]
  • blk.4.ssm_alpha.weight
    F32
    [2048, 32]
  • blk.4.ssm_beta.weight
    F32
    [2048, 32]
  • blk.4.ssm_conv1d.weight
    F32
    [4, 8192]
  • blk.4.ssm_dt.bias
    F32
    [32]
  • blk.4.ssm_norm.weight
    F32
    [128]
  • blk.4.ssm_out.weight
    Q6_K
    [4096, 2048]
    • blk.5
  • blk.5.attn_gate.weight
    Q6_K
    [2048, 4096]
  • blk.5.attn_norm.weight
    F32
    [2048]
  • blk.5.attn_qkv.weight
    Q6_K
    [2048, 8192]
  • blk.5.ffn_down_exps.weight
    IQ3_S
    [512, 2048, 256]
  • blk.5.ffn_down_shexp.weight
    Q6_K
    [512, 2048]
  • blk.5.ffn_gate_exps.weight
    IQ2_S
    [2048, 512, 256]
  • blk.5.ffn_gate_inp.weight
    F32
    [2048, 256]
  • blk.5.ffn_gate_inp_shexp.weight
    F32
    [2048]
  • blk.5.ffn_gate_shexp.weight
    Q6_K
    [2048, 512]
  • blk.5.ffn_up_exps.weight
    IQ2_S
    [2048, 512, 256]
  • blk.5.ffn_up_shexp.weight
    Q6_K
    [2048, 512]
  • blk.5.post_attention_norm.weight
    F32
    [2048]
  • blk.5.ssm_a
    F32
    [32]
  • blk.5.ssm_alpha.weight
    F32
    [2048, 32]
  • blk.5.ssm_beta.weight
    F32
    [2048, 32]
  • blk.5.ssm_conv1d.weight
    F32
    [4, 8192]
  • blk.5.ssm_dt.bias
    F32
    [32]
  • blk.5.ssm_norm.weight
    F32
    [128]
  • blk.5.ssm_out.weight
    Q6_K
    [4096, 2048]
    • blk.6
  • blk.6.attn_gate.weight
    Q6_K
    [2048, 4096]
  • blk.6.attn_norm.weight
    F32
    [2048]
  • blk.6.attn_qkv.weight
    Q6_K
    [2048, 8192]
  • blk.6.ffn_down_exps.weight
    IQ3_S
    [512, 2048, 256]
  • blk.6.ffn_down_shexp.weight
    Q6_K
    [512, 2048]
  • blk.6.ffn_gate_exps.weight
    IQ2_S
    [2048, 512, 256]
  • blk.6.ffn_gate_inp.weight
    F32
    [2048, 256]
  • blk.6.ffn_gate_inp_shexp.weight
    F32
    [2048]
  • blk.6.ffn_gate_shexp.weight
    Q6_K
    [2048, 512]
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    IQ2_S
    [2048, 512, 256]
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    Q6_K
    [2048, 512]
  • blk.6.post_attention_norm.weight
    F32
    [2048]
  • blk.6.ssm_a
    F32
    [32]
  • blk.6.ssm_alpha.weight
    F32
    [2048, 32]
  • blk.6.ssm_beta.weight
    F32
    [2048, 32]
  • blk.6.ssm_conv1d.weight
    F32
    [4, 8192]
  • blk.6.ssm_dt.bias
    F32
    [32]
  • blk.6.ssm_norm.weight
    F32
    [128]
  • blk.6.ssm_out.weight
    Q6_K
    [4096, 2048]
    • blk.7
  • blk.7.attn_k.weight
    Q6_K
    [2048, 512]
  • blk.7.attn_k_norm.weight
    F32
    [256]
  • blk.7.attn_norm.weight
    F32
    [2048]
  • blk.7.attn_output.weight
    Q6_K
    [4096, 2048]
  • blk.7.attn_q.weight
    Q6_K
    [2048, 8192]
  • blk.7.attn_q_norm.weight
    F32
    [256]
  • blk.7.attn_v.weight
    Q6_K
    [2048, 512]
  • blk.7.ffn_down_exps.weight
    IQ3_S
    [512, 2048, 256]
  • blk.7.ffn_down_shexp.weight
    Q6_K
    [512, 2048]
  • blk.7.ffn_gate_exps.weight
    IQ2_S
    [2048, 512, 256]
  • blk.7.ffn_gate_inp.weight
    F32
    [2048, 256]
  • blk.7.ffn_gate_inp_shexp.weight
    F32
    [2048]
  • blk.7.ffn_gate_shexp.weight
    Q6_K
    [2048, 512]
  • blk.7.ffn_up_exps.weight
    IQ2_S
    [2048, 512, 256]
  • blk.7.ffn_up_shexp.weight
    Q6_K
    [2048, 512]
  • blk.7.post_attention_norm.weight
    F32
    [2048]
    • blk.8
  • blk.8.attn_gate.weight
    Q6_K
    [2048, 4096]
  • blk.8.attn_norm.weight
    F32
    [2048]
  • blk.8.attn_qkv.weight
    Q6_K
    [2048, 8192]
  • blk.8.ffn_down_exps.weight
    IQ3_S
    [512, 2048, 256]
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    Q6_K
    [512, 2048]
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    IQ2_S
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    F32
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    F32
    [2048]
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    IQ2_S
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    F32
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    F32
    [32]
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    F32
    [2048, 32]
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    F32
    [2048, 32]
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    F32
    [4, 8192]
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    F32
    [32]
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    F32
    [128]
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    Q6_K
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    • blk.9
  • blk.9.attn_gate.weight
    Q6_K
    [2048, 4096]
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    F32
    [2048]
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    Q6_K
    [2048, 8192]
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    IQ3_S
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    Q6_K
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    IQ2_S
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    F32
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    F32
    [2048]
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