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- .gitattributes +1 -0
- chat_template.jinja +74 -0
- processor_config.json +75 -0
- tokenizer.json +3 -0
- tokenizer_config.json +290 -0
.gitattributes
CHANGED
|
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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| 33 |
*.zip filter=lfs diff=lfs merge=lfs -text
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| 34 |
*.zst filter=lfs diff=lfs merge=lfs -text
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| 35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
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| 33 |
*.zip filter=lfs diff=lfs merge=lfs -text
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| 34 |
*.zst filter=lfs diff=lfs merge=lfs -text
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| 35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
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| 36 |
+
tokenizer.json filter=lfs diff=lfs merge=lfs -text
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chat_template.jinja
ADDED
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@@ -0,0 +1,74 @@
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| 1 |
+
{{ bos_token }}{%- macro strip_thinking(text) -%}
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| 2 |
+
{%- set ns = namespace(result='') -%}
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| 3 |
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{%- for part in text.split('<channel|>') -%}
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| 4 |
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{%- if '<|channel>' in part -%}
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| 5 |
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{%- set ns.result = ns.result + part.split('<|channel>')[0] -%}
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| 6 |
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{%- else -%}
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| 7 |
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{%- set ns.result = ns.result + part -%}
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| 8 |
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{%- endif -%}
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| 9 |
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{%- endfor -%}
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| 10 |
+
{{- ns.result | trim -}}
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| 11 |
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{%- endmacro -%}
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| 12 |
+
{%- set thinking = enable_thinking is defined and enable_thinking -%}
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| 13 |
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{%- set loop_messages = messages -%}
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| 14 |
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{%- if messages[0]['role'] in ['system', 'developer'] or thinking -%}
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| 15 |
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{{ '<|turn>system
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| 16 |
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' }}
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| 17 |
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{%- if thinking -%}
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| 18 |
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{{ '<|think|>
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| 19 |
+
' }}
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| 20 |
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{%- endif -%}
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| 21 |
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{%- if messages[0]['role'] in ['system', 'developer'] -%}
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| 22 |
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{{ messages[0]['content'] | trim }}
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| 23 |
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{%- set loop_messages = messages[1:] -%}
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| 24 |
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{%- endif -%}
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| 25 |
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{{ '<turn|>
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| 26 |
+
' }}
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| 27 |
+
{%- endif -%}
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| 28 |
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{%- for message in loop_messages -%}
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| 29 |
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{%- if (message['role'] == 'user') != (loop.index0 % 2 == 0) -%}
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| 30 |
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{{ raise_exception("Conversation roles must alternate user/assistant/user/assistant/...") }}
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| 31 |
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{%- endif -%}
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| 32 |
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{%- if (message['role'] == 'assistant') -%}
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| 33 |
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{%- set role = "model" -%}
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| 34 |
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{%- else -%}
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| 35 |
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{%- set role = message['role'] -%}
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| 36 |
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{%- endif -%}
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| 37 |
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{{ '<|turn>' + role + '
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| 38 |
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' }}
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| 39 |
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{%- if message['content'] is string -%}
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| 40 |
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{%- if role == "model" -%}
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| 41 |
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{{ strip_thinking(message['content']) }}
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| 42 |
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{%- else -%}
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| 43 |
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{{ message['content'] | trim }}
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| 44 |
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{%- endif -%}
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| 45 |
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{%- elif message['content'] is iterable -%}
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| 46 |
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{%- for item in message['content'] -%}
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| 47 |
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{%- if item['type'] == 'audio' -%}
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| 48 |
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{{ '<|audio|>' }}
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| 49 |
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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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| 53 |
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{%- elif item['type'] == 'text' -%}
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| 54 |
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{%- if role == "model" -%}
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| 55 |
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{{ strip_thinking(item['text']) }}
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| 56 |
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{%- else -%}
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| 57 |
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{{ item['text'] | trim }}
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| 58 |
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{%- endif -%}
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| 59 |
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{%- endif -%}
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| 60 |
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{%- endfor -%}
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| 61 |
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{%- else -%}
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| 62 |
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{{ raise_exception("Invalid content type") }}
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| 63 |
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{%- endif -%}
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| 64 |
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{{ '<turn|>
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| 65 |
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' }}
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| 66 |
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{%- endfor -%}
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| 67 |
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{%- if add_generation_prompt -%}
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| 68 |
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{{'<|turn>model
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| 69 |
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'}}
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| 70 |
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{%- if not thinking -%}
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| 71 |
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{{ '<|channel>thought
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| 72 |
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<channel|>' }}
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| 73 |
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{%- endif -%}
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| 74 |
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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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| 2 |
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"audio_ms_per_token": 40,
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| 3 |
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"audio_seq_length": 750,
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| 4 |
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"feature_extractor": {
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| 5 |
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"dither": 0.0,
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| 6 |
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"feature_extractor_type": "Gemma4AudioFeatureExtractor",
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| 7 |
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"feature_size": 128,
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| 8 |
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"fft_length": 512,
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| 9 |
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"fft_overdrive": false,
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| 10 |
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"frame_length": 320,
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| 11 |
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"hop_length": 160,
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| 12 |
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"input_scale_factor": 1.0,
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| 13 |
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"max_frequency": 8000.0,
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| 14 |
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"mel_floor": 0.001,
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| 15 |
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"min_frequency": 0.0,
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| 16 |
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"padding_side": "right",
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| 17 |
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"padding_value": 0.0,
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| 18 |
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"per_bin_mean": null,
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| 19 |
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"per_bin_stddev": null,
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| 20 |
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"preemphasis": 0.0,
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| 21 |
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"preemphasis_htk_flavor": true,
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| 22 |
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"return_attention_mask": true,
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| 23 |
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"sampling_rate": 16000
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| 24 |
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},
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| 25 |
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"image_processor": {
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| 26 |
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"do_convert_rgb": true,
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| 27 |
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"do_normalize": false,
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| 28 |
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"do_rescale": true,
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| 29 |
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"do_resize": true,
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| 30 |
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"image_mean": [
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| 31 |
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0.0,
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| 32 |
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0.0,
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| 33 |
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0.0
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| 34 |
+
],
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| 35 |
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"image_processor_type": "Gemma4ImageProcessor",
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| 36 |
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"image_seq_length": 280,
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| 37 |
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"image_std": [
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| 38 |
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1.0,
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| 39 |
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1.0,
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| 40 |
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1.0
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| 41 |
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],
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| 42 |
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"max_soft_tokens": 280,
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| 43 |
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"patch_size": 16,
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| 44 |
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"pooling_kernel_size": 3,
|
| 45 |
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"resample": 3,
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| 46 |
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"rescale_factor": 0.00392156862745098
|
| 47 |
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},
|
| 48 |
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"image_seq_length": 280,
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| 49 |
+
"processor_class": "Gemma4Processor",
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| 50 |
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"video_processor": {
|
| 51 |
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"do_convert_rgb": true,
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| 52 |
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"do_normalize": true,
|
| 53 |
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"do_rescale": true,
|
| 54 |
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"do_resize": true,
|
| 55 |
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"do_sample_frames": true,
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| 56 |
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"image_mean": [
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| 57 |
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0.0,
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| 58 |
+
0.0,
|
| 59 |
+
0.0
|
| 60 |
+
],
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| 61 |
+
"image_std": [
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| 62 |
+
1.0,
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| 63 |
+
1.0,
|
| 64 |
+
1.0
|
| 65 |
+
],
|
| 66 |
+
"max_soft_tokens": 70,
|
| 67 |
+
"num_frames": 32,
|
| 68 |
+
"patch_size": 16,
|
| 69 |
+
"pooling_kernel_size": 3,
|
| 70 |
+
"resample": 3,
|
| 71 |
+
"rescale_factor": 0.00392156862745098,
|
| 72 |
+
"return_metadata": false,
|
| 73 |
+
"video_processor_type": "Gemma4VideoProcessor"
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| 74 |
+
}
|
| 75 |
+
}
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tokenizer.json
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:b1d8bced9d66859cd2c3f4dcd8ab427197d4d46af3d9598b72af9fcf80b8392e
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| 3 |
+
size 32169781
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tokenizer_config.json
ADDED
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@@ -0,0 +1,290 @@
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| 1 |
+
{
|
| 2 |
+
"audio_token": "<|audio|>",
|
| 3 |
+
"backend": "tokenizers",
|
| 4 |
+
"boa_token": "<|audio>",
|
| 5 |
+
"boi_token": "<|image>",
|
| 6 |
+
"bos_token": "<bos>",
|
| 7 |
+
"eoa_token": "<audio|>",
|
| 8 |
+
"eoc_token": "<channel|>",
|
| 9 |
+
"eoi_token": "<image|>",
|
| 10 |
+
"eos_token": "<turn|>",
|
| 11 |
+
"eot_token": "<turn|>",
|
| 12 |
+
"escape_token": "<|\"|>",
|
| 13 |
+
"etc_token": "<tool_call|>",
|
| 14 |
+
"etd_token": "<tool|>",
|
| 15 |
+
"etr_token": "<tool_response|>",
|
| 16 |
+
"extra_special_tokens": [
|
| 17 |
+
"<|video|>"
|
| 18 |
+
],
|
| 19 |
+
"image_token": "<|image|>",
|
| 20 |
+
"is_local": false,
|
| 21 |
+
"local_files_only": false,
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| 48 |
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| 59 |
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| 60 |
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| 61 |
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| 62 |
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| 63 |
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| 64 |
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| 77 |
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| 86 |
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