Safetensors
gemma3n
pnevskaiaan commited on
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.gitattributes CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ tokenizer.json filter=lfs diff=lfs merge=lfs -text
chat_template.jinja ADDED
@@ -0,0 +1,49 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {{ bos_token }}
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+ {%- if messages[0]['role'] == 'system' -%}
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+ {%- if messages[0]['content'] is string -%}
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+ {%- set first_user_prefix = messages[0]['content'] + '
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+
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+ ' -%}
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+ {%- else -%}
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+ {%- set first_user_prefix = messages[0]['content'][0]['text'] + '
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+
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+ ' -%}
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+ {%- endif -%}
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+ {%- set loop_messages = messages[1:] -%}
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+ {%- else -%}
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+ {%- set first_user_prefix = "" -%}
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+ {%- set loop_messages = messages -%}
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+ {%- endif -%}
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+ {%- for message in loop_messages -%}
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+ {%- if (message['role'] == 'user') != (loop.index0 % 2 == 0) -%}
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+ {{ raise_exception("Conversation roles must alternate user/assistant/user/assistant/...") }}
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+ {%- endif -%}
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+ {%- if (message['role'] == 'assistant') -%}
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+ {%- set role = "model" -%}
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+ {%- else -%}
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+ {%- set role = message['role'] -%}
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+ {%- endif -%}
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+ {{ '<start_of_turn>' + role + '
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+ ' + (first_user_prefix if loop.first else "") }}
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+ {%- if message['content'] is string -%}
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+ {{ message['content'] | trim }}
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+ {%- elif message['content'] is iterable -%}
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+ {%- for item in message['content'] -%}
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+ {%- if item['type'] == 'audio' -%}
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+ {{ '<audio_soft_token>' }}
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+ {%- elif item['type'] == 'image' -%}
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+ {{ '<image_soft_token>' }}
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+ {%- elif item['type'] == 'text' -%}
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+ {{ item['text'] | trim }}
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+ {%- endif -%}
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+ {%- endfor -%}
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+ {%- else -%}
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+ {{ raise_exception("Invalid content type") }}
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+ {%- endif -%}
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+ {{ '<end_of_turn>
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+ ' }}
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+ {%- endfor -%}
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+ {%- if add_generation_prompt -%}
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+ {{'<start_of_turn>model
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+ '}}
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+ {%- endif -%}
config.json ADDED
@@ -0,0 +1,124 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "architectures": [
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+ "Gemma3nForConditionalGeneration"
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+ ],
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+ "audio_config": {
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+ "conf_attention_chunk_size": 12,
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+ "conf_attention_context_left": 13,
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+ "conf_attention_context_right": 0,
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+ "conf_attention_logit_cap": 50.0,
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+ "conf_conv_kernel_size": 3,
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+ "conf_num_attention_heads": 2,
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+ "conf_num_hidden_layers": 2,
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+ "conf_reduction_factor": 4,
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+ "conf_residual_weight": 0.5,
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+ "dtype": "float32",
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+ "gradient_clipping": 10000000000.0,
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+ "hidden_size": 64,
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+ "input_feat_size": 128,
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+ "model_type": "gemma3n_audio",
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+ "rms_norm_eps": 1e-06,
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+ "sscp_conv_channel_size": [
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+ 16,
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+ 8
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+ ],
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+ "sscp_conv_group_norm_eps": 0.001,
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+ "sscp_conv_kernel_size": [
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+ [
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+ 3,
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+ 3
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+ ],
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+ [
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+ 3,
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+ 3
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+ ]
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+ ],
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+ "sscp_conv_stride_size": [
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+ [
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+ 2,
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+ 2
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+ ],
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+ [
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+ 2,
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+ 2
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+ ]
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+ ],
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+ "vocab_offset": 262272,
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+ "vocab_size": 128
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+ },
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+ "audio_soft_tokens_per_image": 188,
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+ "audio_token_id": 262273,
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+ "boa_token_id": 256000,
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+ "boi_token_id": 255999,
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+ "dtype": "float32",
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+ "eoa_token_id": 262272,
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+ "eoi_token_id": 262144,
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+ "eos_token_id": [
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+ 1,
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+ 106
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+ ],
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+ "image_token_id": 262145,
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+ "initializer_range": 0.02,
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+ "model_type": "gemma3n",
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+ "text_config": {
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+ "activation_sparsity_pattern": [
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+ 0.95,
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+ 0.95
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+ ],
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+ "altup_active_idx": 0,
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+ "altup_coef_clip": 120.0,
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+ "altup_correct_scale": true,
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+ "altup_num_inputs": 4,
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+ "attention_bias": false,
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+ "attention_dropout": 0.0,
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+ "dtype": "float32",
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+ "final_logit_softcapping": 30.0,
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+ "head_dim": 8,
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+ "hidden_activation": "gelu_pytorch_tanh",
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+ "hidden_size": 64,
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+ "hidden_size_per_layer_input": 1,
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+ "initializer_range": 0.02,
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+ "intermediate_size": [
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+ 128,
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+ 128
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+ ],
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+ "laurel_rank": 8,
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+ "layer_types": [
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+ "sliding_attention",
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+ "full_attention"
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+ ],
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+ "max_position_embeddings": 256,
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+ "model_type": "gemma3n_text",
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+ "num_attention_heads": 8,
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+ "num_hidden_layers": 2,
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+ "num_key_value_heads": 2,
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+ "num_kv_shared_layers": 0,
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+ "rms_norm_eps": 1e-06,
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+ "rope_local_base_freq": 10000.0,
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+ "rope_scaling": null,
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+ "rope_theta": 1000000.0,
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+ "sliding_window": 512,
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+ "use_cache": true,
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+ "vocab_size": 262400,
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+ "vocab_size_per_layer_input": 262144
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+ },
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+ "transformers_version": "4.57.1",
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+ "vision_config": {
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+ "architecture": "mobilenetv3_small_050",
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+ "do_pooling": false,
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+ "dtype": "float32",
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+ "hidden_size": 288,
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+ "initializer_range": 0.02,
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+ "label_names": [
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+ "LABEL_0",
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+ "LABEL_1"
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+ ],
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+ "model_args": null,
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+ "model_type": "gemma3n_vision",
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+ "num_classes": 2,
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+ "rms_norm_eps": 1e-06,
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+ "vocab_offset": 262144,
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+ "vocab_size": 128
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+ },
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+ "vision_soft_tokens_per_image": 4
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+ }
generation_config.json ADDED
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+ {
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+ "_from_model_config": true,
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+ "pad_token_id": 0,
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+ "transformers_version": "4.57.1"
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+ }
model.safetensors ADDED
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+ version https://git-lfs.github.com/spec/v1
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preprocessor_config.json ADDED
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+ {
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+ "crop_size": null,
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+ "data_format": "channels_first",
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+ "default_to_square": false,
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+ "device": null,
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+ "disable_grouping": null,
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+ "dither": 0.0,
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+ "do_center_crop": null,
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+ "do_convert_rgb": null,
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+ "do_normalize": false,
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+ "do_pad": null,
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+ "do_rescale": true,
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+ "do_resize": true,
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+ "feature_size": 128,
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+ "fft_length": 1024,
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+ "fft_overdrive": true,
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+ "frame_length": 512,
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+ "hop_length": 160,
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+ "image_mean": [
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+ 0.5,
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+ 0.5,
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+ 0.5
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+ ],
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+ "image_processor_type": "SiglipImageProcessorFast",
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+ "image_seq_length": 4,
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+ "image_std": [
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+ ],
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+ "input_data_format": null,
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+ "input_scale_factor": 1.0,
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+ "max_frequency": 7600.0,
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+ "mel_floor": 1e-05,
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+ "min_frequency": 125.0,
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+ "pad_size": null,
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+ "padding_side": "right",
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+ "padding_value": 0.0,
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+ "per_bin_mean": null,
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+ "per_bin_stddev": null,
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+ "preemphasis": 0.97,
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+ "preemphasis_htk_flavor": true,
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+ "processor_class": "Gemma3nProcessor",
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+ "resample": 2,
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+ "rescale_factor": 0.00392156862745098,
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+ "return_attention_mask": true,
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+ "return_tensors": null,
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+ "sampling_rate": 16000,
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+ "size": {
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+ "height": 64,
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+ "width": 64
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+ }
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+ }
processor_config.json ADDED
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+ {
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+ "audio_seq_length": 188,
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+ "image_seq_length": 4,
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+ "processor_class": "Gemma3nProcessor"
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+ }
special_tokens_map.json ADDED
@@ -0,0 +1,36 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "audio_token": "<audio_soft_token>",
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+ "boa_token": "<start_of_audio>",
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+ "boi_token": "<start_of_image>",
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+ "bos_token": {
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+ "content": "<bos>",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "eoa_token": "<end_of_audio>",
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+ "eoi_token": "<end_of_image>",
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+ "eos_token": {
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+ "content": "<eos>",
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+ "lstrip": false,
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+ "single_word": false
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+ },
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+ "image_token": "<image_soft_token>",
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+ "pad_token": {
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+ "content": "<pad>",
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+ "normalized": false,
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+ },
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+ "unk_token": {
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+ "content": "<unk>",
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+ "normalized": false,
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+ "single_word": false
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+ }
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+ }
tokenizer.json ADDED
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+ size 33442553
tokenizer.model ADDED
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tokenizer_config.json ADDED
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