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- .gitattributes +1 -0
- chat_template.jinja +44 -0
- processor_config.json +75 -0
- tokenizer.json +3 -0
- tokenizer_config.json +95 -0
.gitattributes
CHANGED
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@@ -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
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chat_template.jinja
ADDED
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@@ -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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{%- 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 -%}
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processor_config.json
ADDED
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@@ -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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}
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tokenizer.json
ADDED
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@@ -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
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tokenizer_config.json
ADDED
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@@ -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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| 4 |
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"boa_token": "<|audio>",
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| 5 |
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"boi_token": "<|image>",
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| 6 |
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"bos_token": "<bos>",
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| 7 |
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"eoa_token": "<audio|>",
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| 8 |
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"eoc_token": "<channel|>",
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| 9 |
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"eoi_token": "<image|>",
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| 10 |
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"eos_token": "<turn|>",
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| 11 |
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"eot_token": "<turn|>",
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| 12 |
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"escape_token": "<|\"|>",
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| 13 |
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"etc_token": "<tool_call|>",
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| 14 |
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"etd_token": "<tool|>",
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| 15 |
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"etr_token": "<tool_response|>",
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| 16 |
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"extra_special_tokens": [
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"<|video|>"
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| 18 |
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],
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| 19 |
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"image_token": "<|image|>",
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| 20 |
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"is_local": false,
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| 21 |
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"mask_token": "<mask>",
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| 22 |
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"model_max_length": 131072,
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| 23 |
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"model_specific_special_tokens": {
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| 24 |
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"audio_token": "<|audio|>",
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| 25 |
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"boa_token": "<|audio>",
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| 26 |
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"boi_token": "<|image>",
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| 27 |
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"eoa_token": "<audio|>",
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| 28 |
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"eoc_token": "<channel|>",
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| 29 |
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"eoi_token": "<image|>",
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| 30 |
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"eot_token": "<turn|>",
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| 31 |
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"escape_token": "<|\"|>",
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| 32 |
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"etc_token": "<tool_call|>",
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| 33 |
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"etd_token": "<tool|>",
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| 34 |
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"etr_token": "<tool_response|>",
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| 35 |
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"image_token": "<|image|>",
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| 36 |
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"soc_token": "<|channel>",
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| 37 |
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"sot_token": "<|turn>",
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| 38 |
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"stc_token": "<|tool_call>",
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| 39 |
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"std_token": "<|tool>",
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| 40 |
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"str_token": "<|tool_response>",
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| 41 |
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"think_token": "<|think|>"
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| 42 |
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},
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| 43 |
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"pad_token": "<pad>",
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| 44 |
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"padding_side": "right",
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| 45 |
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"processor_class": "Gemma4Processor",
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"response_schema": {
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| 47 |
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"properties": {
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| 48 |
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"content": {
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| 49 |
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"type": "string"
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| 50 |
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},
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| 51 |
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"role": {
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| 52 |
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"const": "assistant"
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| 53 |
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},
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| 54 |
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"thinking": {
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| 55 |
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"type": "string"
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| 56 |
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},
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| 57 |
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"tool_calls": {
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| 58 |
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"items": {
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| 59 |
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"properties": {
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| 60 |
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"function": {
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| 61 |
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"properties": {
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| 62 |
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"arguments": {
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| 63 |
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"additionalProperties": {},
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| 64 |
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"type": "object",
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| 65 |
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"x-parser": "gemma4-tool-call"
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| 66 |
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},
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| 67 |
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"name": {
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| 68 |
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"type": "string"
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| 69 |
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}
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| 70 |
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},
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| 71 |
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"type": "object",
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| 72 |
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"x-regex": "call\\:(?P<name>\\w+)(?P<arguments>\\{.*\\})"
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| 73 |
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},
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| 74 |
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"type": {
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| 75 |
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"const": "function"
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| 76 |
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}
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| 77 |
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},
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| 78 |
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"type": "object"
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| 79 |
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},
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| 80 |
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"type": "array",
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| 81 |
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"x-regex-iterator": "<\\|tool_call>(.*?)<tool_call\\|>"
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| 82 |
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}
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| 83 |
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},
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| 84 |
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"type": "object",
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| 85 |
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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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| 86 |
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},
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| 87 |
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"soc_token": "<|channel>",
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| 88 |
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"sot_token": "<|turn>",
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| 89 |
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"stc_token": "<|tool_call>",
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| 90 |
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"std_token": "<|tool>",
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| 91 |
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"str_token": "<|tool_response>",
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| 92 |
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"think_token": "<|think|>",
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| 93 |
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"tokenizer_class": "GemmaTokenizer",
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| 94 |
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"unk_token": "<unk>"
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| 95 |
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}
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