orieg/
gemma3-tools:12b

3,930 4 months ago

Gemma3 model with tools support and large context window (optimized for RTX3090 24GB VRAM)

vision tools 1b 4b 12b 27b
... /
model
1fb99eda86dc · 8.9GB
    Metadata
  • general.architecture
    gemma3
  • general.file_type
    Q4_0
  • gemma3.attention.head_count
    16
  • gemma3.attention.head_count_kv
    8
  • gemma3.attention.key_length
    256
  • gemma3.attention.layer_norm_rms_epsilon
    1e-06
  • gemma3.attention.sliding_window
    1024
  • gemma3.attention.value_length
    256
  • gemma3.block_count
    48
  • gemma3.context_length
    131072
  • gemma3.embedding_length
    3840
  • gemma3.feed_forward_length
    15360
  • gemma3.mm.tokens_per_image
    256
  • gemma3.rope.freq_base
    1e+06
  • gemma3.rope.scaling.factor
    8
  • gemma3.rope.scaling.type
    linear
  • gemma3.vision.attention.head_count
    16
  • gemma3.vision.attention.layer_norm_epsilon
    1e-06
  • gemma3.vision.block_count
    27
  • gemma3.vision.embedding_length
    1152
  • gemma3.vision.feed_forward_length
    4304
  • gemma3.vision.image_size
    896
  • gemma3.vision.num_channels
    3
  • gemma3.vision.patch_size
    14
  • tokenizer.ggml.add_bos_token
    true
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.add_padding_token
    false
  • tokenizer.ggml.add_unknown_token
    false
  • tokenizer.ggml.bos_token_id
    2
  • tokenizer.ggml.eos_token_id
    1
  • tokenizer.ggml.model
    llama
  • tokenizer.ggml.padding_token_id
    0
  • tokenizer.ggml.pre
    default
  • tokenizer.ggml.scores
    [0, 0, 0, 0, 0, ...]
  • tokenizer.ggml.token_type
    [3, 3, 3, 2, 1, ...]
  • tokenizer.ggml.tokens
    [<pad>, <eos>, <bos>, <unk>, <mask>, ...]
  • tokenizer.ggml.unknown_token_id
    3
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    F16
    [1152, 1152]
  • v.blk.9.attn_v.bias
    F32
    [1152]
  • v.blk.9.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.9.layer_norm1.bias
    F32
    [1152]
  • v.blk.9.layer_norm1.weight
    F32
    [1152]
  • v.blk.9.layer_norm2.bias
    F32
    [1152]
  • v.blk.9.layer_norm2.weight
    F32
    [1152]
  • v.blk.9.mlp.fc1.bias
    F32
    [4304]
  • v.blk.9.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.9.mlp.fc2.bias
    F32
    [1152]
  • v.blk.9.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.10
  • v.blk.10.attn_k.bias
    F32
    [1152]
  • v.blk.10.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.10.attn_output.bias
    F32
    [1152]
  • v.blk.10.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.10.attn_q.bias
    F32
    [1152]
  • v.blk.10.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.10.attn_v.bias
    F32
    [1152]
  • v.blk.10.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.10.layer_norm1.bias
    F32
    [1152]
  • v.blk.10.layer_norm1.weight
    F32
    [1152]
  • v.blk.10.layer_norm2.bias
    F32
    [1152]
  • v.blk.10.layer_norm2.weight
    F32
    [1152]
  • v.blk.10.mlp.fc1.bias
    F32
    [4304]
  • v.blk.10.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.10.mlp.fc2.bias
    F32
    [1152]
  • v.blk.10.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.11
  • v.blk.11.attn_k.bias
    F32
    [1152]
  • v.blk.11.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.11.attn_output.bias
    F32
    [1152]
  • v.blk.11.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.11.attn_q.bias
    F32
    [1152]
  • v.blk.11.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.11.attn_v.bias
    F32
    [1152]
  • v.blk.11.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.11.layer_norm1.bias
    F32
    [1152]
  • v.blk.11.layer_norm1.weight
    F32
    [1152]
  • v.blk.11.layer_norm2.bias
    F32
    [1152]
  • v.blk.11.layer_norm2.weight
    F32
    [1152]
  • v.blk.11.mlp.fc1.bias
    F32
    [4304]
  • v.blk.11.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.11.mlp.fc2.bias
    F32
    [1152]
  • v.blk.11.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.12
  • v.blk.12.attn_k.bias
    F32
    [1152]
  • v.blk.12.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.12.attn_output.bias
    F32
    [1152]
  • v.blk.12.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.12.attn_q.bias
    F32
    [1152]
  • v.blk.12.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.12.attn_v.bias
    F32
    [1152]
  • v.blk.12.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.12.layer_norm1.bias
    F32
    [1152]
  • v.blk.12.layer_norm1.weight
    F32
    [1152]
  • v.blk.12.layer_norm2.bias
    F32
    [1152]
  • v.blk.12.layer_norm2.weight
    F32
    [1152]
  • v.blk.12.mlp.fc1.bias
    F32
    [4304]
  • v.blk.12.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.12.mlp.fc2.bias
    F32
    [1152]
  • v.blk.12.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.13
  • v.blk.13.attn_k.bias
    F32
    [1152]
  • v.blk.13.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.13.attn_output.bias
    F32
    [1152]
  • v.blk.13.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.13.attn_q.bias
    F32
    [1152]
  • v.blk.13.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.13.attn_v.bias
    F32
    [1152]
  • v.blk.13.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.13.layer_norm1.bias
    F32
    [1152]
  • v.blk.13.layer_norm1.weight
    F32
    [1152]
  • v.blk.13.layer_norm2.bias
    F32
    [1152]
  • v.blk.13.layer_norm2.weight
    F32
    [1152]
  • v.blk.13.mlp.fc1.bias
    F32
    [4304]
  • v.blk.13.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.13.mlp.fc2.bias
    F32
    [1152]
  • v.blk.13.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.14
  • v.blk.14.attn_k.bias
    F32
    [1152]
  • v.blk.14.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.14.attn_output.bias
    F32
    [1152]
  • v.blk.14.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.14.attn_q.bias
    F32
    [1152]
  • v.blk.14.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.14.attn_v.bias
    F32
    [1152]
  • v.blk.14.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.14.layer_norm1.bias
    F32
    [1152]
  • v.blk.14.layer_norm1.weight
    F32
    [1152]
  • v.blk.14.layer_norm2.bias
    F32
    [1152]
  • v.blk.14.layer_norm2.weight
    F32
    [1152]
  • v.blk.14.mlp.fc1.bias
    F32
    [4304]
  • v.blk.14.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.14.mlp.fc2.bias
    F32
    [1152]
  • v.blk.14.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.15
  • v.blk.15.attn_k.bias
    F32
    [1152]
  • v.blk.15.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.15.attn_output.bias
    F32
    [1152]
  • v.blk.15.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.15.attn_q.bias
    F32
    [1152]
  • v.blk.15.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.15.attn_v.bias
    F32
    [1152]
  • v.blk.15.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.15.layer_norm1.bias
    F32
    [1152]
  • v.blk.15.layer_norm1.weight
    F32
    [1152]
  • v.blk.15.layer_norm2.bias
    F32
    [1152]
  • v.blk.15.layer_norm2.weight
    F32
    [1152]
  • v.blk.15.mlp.fc1.bias
    F32
    [4304]
  • v.blk.15.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.15.mlp.fc2.bias
    F32
    [1152]
  • v.blk.15.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.16
  • v.blk.16.attn_k.bias
    F32
    [1152]
  • v.blk.16.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.16.attn_output.bias
    F32
    [1152]
  • v.blk.16.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.16.attn_q.bias
    F32
    [1152]
  • v.blk.16.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.16.attn_v.bias
    F32
    [1152]
  • v.blk.16.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.16.layer_norm1.bias
    F32
    [1152]
  • v.blk.16.layer_norm1.weight
    F32
    [1152]
  • v.blk.16.layer_norm2.bias
    F32
    [1152]
  • v.blk.16.layer_norm2.weight
    F32
    [1152]
  • v.blk.16.mlp.fc1.bias
    F32
    [4304]
  • v.blk.16.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.16.mlp.fc2.bias
    F32
    [1152]
  • v.blk.16.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.17
  • v.blk.17.attn_k.bias
    F32
    [1152]
  • v.blk.17.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.17.attn_output.bias
    F32
    [1152]
  • v.blk.17.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.17.attn_q.bias
    F32
    [1152]
  • v.blk.17.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.17.attn_v.bias
    F32
    [1152]
  • v.blk.17.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.17.layer_norm1.bias
    F32
    [1152]
  • v.blk.17.layer_norm1.weight
    F32
    [1152]
  • v.blk.17.layer_norm2.bias
    F32
    [1152]
  • v.blk.17.layer_norm2.weight
    F32
    [1152]
  • v.blk.17.mlp.fc1.bias
    F32
    [4304]
  • v.blk.17.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.17.mlp.fc2.bias
    F32
    [1152]
  • v.blk.17.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.18
  • v.blk.18.attn_k.bias
    F32
    [1152]
  • v.blk.18.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.18.attn_output.bias
    F32
    [1152]
  • v.blk.18.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.18.attn_q.bias
    F32
    [1152]
  • v.blk.18.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.18.attn_v.bias
    F32
    [1152]
  • v.blk.18.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.18.layer_norm1.bias
    F32
    [1152]
  • v.blk.18.layer_norm1.weight
    F32
    [1152]
  • v.blk.18.layer_norm2.bias
    F32
    [1152]
  • v.blk.18.layer_norm2.weight
    F32
    [1152]
  • v.blk.18.mlp.fc1.bias
    F32
    [4304]
  • v.blk.18.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.18.mlp.fc2.bias
    F32
    [1152]
  • v.blk.18.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.19
  • v.blk.19.attn_k.bias
    F32
    [1152]
  • v.blk.19.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.19.attn_output.bias
    F32
    [1152]
  • v.blk.19.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.19.attn_q.bias
    F32
    [1152]
  • v.blk.19.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.19.attn_v.bias
    F32
    [1152]
  • v.blk.19.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.19.layer_norm1.bias
    F32
    [1152]
  • v.blk.19.layer_norm1.weight
    F32
    [1152]
  • v.blk.19.layer_norm2.bias
    F32
    [1152]
  • v.blk.19.layer_norm2.weight
    F32
    [1152]
  • v.blk.19.mlp.fc1.bias
    F32
    [4304]
  • v.blk.19.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.19.mlp.fc2.bias
    F32
    [1152]
  • v.blk.19.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.20
  • v.blk.20.attn_k.bias
    F32
    [1152]
  • v.blk.20.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.20.attn_output.bias
    F32
    [1152]
  • v.blk.20.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.20.attn_q.bias
    F32
    [1152]
  • v.blk.20.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.20.attn_v.bias
    F32
    [1152]
  • v.blk.20.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.20.layer_norm1.bias
    F32
    [1152]
  • v.blk.20.layer_norm1.weight
    F32
    [1152]
  • v.blk.20.layer_norm2.bias
    F32
    [1152]
  • v.blk.20.layer_norm2.weight
    F32
    [1152]
  • v.blk.20.mlp.fc1.bias
    F32
    [4304]
  • v.blk.20.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.20.mlp.fc2.bias
    F32
    [1152]
  • v.blk.20.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.21
  • v.blk.21.attn_k.bias
    F32
    [1152]
  • v.blk.21.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.21.attn_output.bias
    F32
    [1152]
  • v.blk.21.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.21.attn_q.bias
    F32
    [1152]
  • v.blk.21.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.21.attn_v.bias
    F32
    [1152]
  • v.blk.21.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.21.layer_norm1.bias
    F32
    [1152]
  • v.blk.21.layer_norm1.weight
    F32
    [1152]
  • v.blk.21.layer_norm2.bias
    F32
    [1152]
  • v.blk.21.layer_norm2.weight
    F32
    [1152]
  • v.blk.21.mlp.fc1.bias
    F32
    [4304]
  • v.blk.21.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.21.mlp.fc2.bias
    F32
    [1152]
  • v.blk.21.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.22
  • v.blk.22.attn_k.bias
    F32
    [1152]
  • v.blk.22.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.22.attn_output.bias
    F32
    [1152]
  • v.blk.22.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.22.attn_q.bias
    F32
    [1152]
  • v.blk.22.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.22.attn_v.bias
    F32
    [1152]
  • v.blk.22.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.22.layer_norm1.bias
    F32
    [1152]
  • v.blk.22.layer_norm1.weight
    F32
    [1152]
  • v.blk.22.layer_norm2.bias
    F32
    [1152]
  • v.blk.22.layer_norm2.weight
    F32
    [1152]
  • v.blk.22.mlp.fc1.bias
    F32
    [4304]
  • v.blk.22.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.22.mlp.fc2.bias
    F32
    [1152]
  • v.blk.22.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.23
  • v.blk.23.attn_k.bias
    F32
    [1152]
  • v.blk.23.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.23.attn_output.bias
    F32
    [1152]
  • v.blk.23.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.23.attn_q.bias
    F32
    [1152]
  • v.blk.23.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.23.attn_v.bias
    F32
    [1152]
  • v.blk.23.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.23.layer_norm1.bias
    F32
    [1152]
  • v.blk.23.layer_norm1.weight
    F32
    [1152]
  • v.blk.23.layer_norm2.bias
    F32
    [1152]
  • v.blk.23.layer_norm2.weight
    F32
    [1152]
  • v.blk.23.mlp.fc1.bias
    F32
    [4304]
  • v.blk.23.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.23.mlp.fc2.bias
    F32
    [1152]
  • v.blk.23.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.24
  • v.blk.24.attn_k.bias
    F32
    [1152]
  • v.blk.24.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.24.attn_output.bias
    F32
    [1152]
  • v.blk.24.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.24.attn_q.bias
    F32
    [1152]
  • v.blk.24.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.24.attn_v.bias
    F32
    [1152]
  • v.blk.24.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.24.layer_norm1.bias
    F32
    [1152]
  • v.blk.24.layer_norm1.weight
    F32
    [1152]
  • v.blk.24.layer_norm2.bias
    F32
    [1152]
  • v.blk.24.layer_norm2.weight
    F32
    [1152]
  • v.blk.24.mlp.fc1.bias
    F32
    [4304]
  • v.blk.24.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.24.mlp.fc2.bias
    F32
    [1152]
  • v.blk.24.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.25
  • v.blk.25.attn_k.bias
    F32
    [1152]
  • v.blk.25.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.25.attn_output.bias
    F32
    [1152]
  • v.blk.25.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.25.attn_q.bias
    F32
    [1152]
  • v.blk.25.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.25.attn_v.bias
    F32
    [1152]
  • v.blk.25.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.25.layer_norm1.bias
    F32
    [1152]
  • v.blk.25.layer_norm1.weight
    F32
    [1152]
  • v.blk.25.layer_norm2.bias
    F32
    [1152]
  • v.blk.25.layer_norm2.weight
    F32
    [1152]
  • v.blk.25.mlp.fc1.bias
    F32
    [4304]
  • v.blk.25.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.25.mlp.fc2.bias
    F32
    [1152]
  • v.blk.25.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.26
  • v.blk.26.attn_k.bias
    F32
    [1152]
  • v.blk.26.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.26.attn_output.bias
    F32
    [1152]
  • v.blk.26.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.26.attn_q.bias
    F32
    [1152]
  • v.blk.26.attn_q.weight
    F16
    [1152, 1152]
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