TheTokenFactory commited on
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22ee0c1
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1 Parent(s): 210a5bc

Upload model trained with Unsloth

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Upload model trained with Unsloth 2x faster

.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 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {{ bos_token }}{%- if messages[0]['role'] == 'system' -%}
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+ {%- set first_user_prefix = messages[0]['content'] + '
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+
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+ ' -%}
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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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+ {{ '<|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|>' }}
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+ {%- elif item['type'] == 'image' -%}
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+ {{ '<|image|>' }}
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+ {%- elif item['type'] == 'video' -%}
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+ {{ '<|video|>' }}
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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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+ {{ '<turn|>
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+ ' }}
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+ {%- endfor -%}
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+ {%- if add_generation_prompt -%}
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+ {{'<|turn>model
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+ '}}
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+ {%- endif -%}
processor_config.json ADDED
@@ -0,0 +1,75 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "audio_ms_per_token": 40,
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+ "audio_seq_length": 750,
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+ "feature_extractor": {
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+ "dither": 0.0,
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+ "feature_extractor_type": "Gemma4AudioFeatureExtractor",
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+ "feature_size": 128,
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+ "fft_length": 512,
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+ "fft_overdrive": false,
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+ "frame_length": 320,
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+ "hop_length": 160,
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+ "input_scale_factor": 1.0,
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+ "max_frequency": 8000.0,
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+ "mel_floor": 0.001,
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+ "min_frequency": 0.0,
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+ "padding_side": "left",
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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": 0.0,
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+ "preemphasis_htk_flavor": true,
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+ "return_attention_mask": true,
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+ "sampling_rate": 16000
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+ },
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+ "image_processor": {
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+ "do_convert_rgb": true,
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+ "do_normalize": false,
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+ "do_rescale": true,
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+ "do_resize": true,
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+ "image_mean": [
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+ 0.0,
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+ 0.0,
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+ 0.0
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+ ],
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+ "image_processor_type": "Gemma4ImageProcessor",
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+ "image_seq_length": 280,
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+ "image_std": [
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+ 1.0,
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+ 1.0,
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+ 1.0
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+ ],
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+ "max_soft_tokens": 280,
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+ "patch_size": 16,
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+ "pooling_kernel_size": 3,
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+ "resample": 3,
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+ "rescale_factor": 0.00392156862745098
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+ },
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+ "image_seq_length": 280,
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+ "processor_class": "Gemma4Processor",
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+ "video_processor": {
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+ "do_convert_rgb": true,
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+ "do_normalize": true,
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+ "do_rescale": true,
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+ "do_resize": true,
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+ "do_sample_frames": true,
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+ "image_mean": [
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+ 0.0,
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+ 0.0,
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+ 0.0
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+ ],
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+ "image_std": [
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+ 1.0,
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+ 1.0,
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+ 1.0
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+ ],
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+ "max_soft_tokens": 70,
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+ "num_frames": 32,
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+ "patch_size": 16,
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+ "pooling_kernel_size": 3,
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+ "resample": 3,
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+ "rescale_factor": 0.00392156862745098,
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+ "return_metadata": false,
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+ "video_processor_type": "Gemma4VideoProcessor"
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+ }
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+ }
tokenizer.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:cc8d3a0ce36466ccc1278bf987df5f71db1719b9ca6b4118264f45cb627bfe0f
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+ size 32169626
tokenizer_config.json ADDED
@@ -0,0 +1,95 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "audio_token": "<|audio|>",
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+ "backend": "tokenizers",
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+ "boa_token": "<|audio>",
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+ "boi_token": "<|image>",
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+ "bos_token": "<bos>",
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+ "eoa_token": "<audio|>",
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+ "eoc_token": "<channel|>",
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+ "eoi_token": "<image|>",
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+ "eos_token": "<turn|>",
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+ "eot_token": "<turn|>",
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+ "escape_token": "<|\"|>",
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+ "etc_token": "<tool_call|>",
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+ "etd_token": "<tool|>",
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+ "etr_token": "<tool_response|>",
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+ "extra_special_tokens": [
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+ "<|video|>"
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+ ],
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+ "image_token": "<|image|>",
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+ "is_local": false,
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+ "mask_token": "<mask>",
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+ "model_max_length": 131072,
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+ "model_specific_special_tokens": {
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+ "audio_token": "<|audio|>",
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+ "boa_token": "<|audio>",
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+ "boi_token": "<|image>",
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+ "eoa_token": "<audio|>",
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+ "eoc_token": "<channel|>",
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+ "eoi_token": "<image|>",
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+ "eot_token": "<turn|>",
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+ "escape_token": "<|\"|>",
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+ "etc_token": "<tool_call|>",
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+ "etd_token": "<tool|>",
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+ "etr_token": "<tool_response|>",
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+ "image_token": "<|image|>",
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+ "soc_token": "<|channel>",
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+ "sot_token": "<|turn>",
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+ "stc_token": "<|tool_call>",
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+ "std_token": "<|tool>",
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+ "str_token": "<|tool_response>",
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+ "think_token": "<|think|>"
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+ },
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+ "pad_token": "<pad>",
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+ "padding_side": "right",
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+ "processor_class": "Gemma4Processor",
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+ "response_schema": {
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+ "properties": {
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+ "content": {
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+ "type": "string"
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+ },
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+ "role": {
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+ "const": "assistant"
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+ },
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+ "thinking": {
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+ "type": "string"
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+ },
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+ "tool_calls": {
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+ "items": {
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+ "properties": {
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+ "function": {
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+ "properties": {
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+ "arguments": {
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+ "additionalProperties": {},
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+ "type": "object",
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+ "x-parser": "gemma4-tool-call"
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+ },
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+ "name": {
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+ "type": "string"
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+ }
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+ },
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+ "type": "object",
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+ "x-regex": "call\\:(?P<name>\\w+)(?P<arguments>\\{.*\\})"
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+ },
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+ "type": {
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+ "const": "function"
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+ }
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+ },
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+ "type": "object"
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+ },
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+ "type": "array",
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+ "x-regex-iterator": "<\\|tool_call>(.*?)<tool_call\\|>"
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+ }
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+ },
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+ "type": "object",
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+ "x-regex": "(\\<\\|channel\\>thought\\n(?P<thinking>.*?)\\<channel\\|\\>)?(?P<content>(?:(?!\\<\\|tool_call\\>)(?!\\<turn\\|\\>).)+)?(?P<tool_calls>\\<\\|tool_call\\>.*\\<tool_call\\|\\>)?(?:\\<turn\\|\\>)?"
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+ },
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+ "soc_token": "<|channel>",
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+ "sot_token": "<|turn>",
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+ "stc_token": "<|tool_call>",
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+ "std_token": "<|tool>",
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+ "str_token": "<|tool_response>",
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+ "think_token": "<|think|>",
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+ "tokenizer_class": "GemmaTokenizer",
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+ "unk_token": "<unk>"
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+ }