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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 +1,99 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {{ bos_token }}
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+ {%- set prefix = """You are a safety classifier for analyzing interactions between humans and LLMs. Given a request from a human user and a response from an LLM assistant, provide a safe or unsafe 'rating' for both the user input and the assistant response.
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+ Taxonomy: The following are the list of harmful categories that the input and response may fall into.
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+ <BEGIN UNSAFE CONTENT CATEGORIES>
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+ S1: Violence.
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+ S2: Sexual.
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+ S3: Criminal Planning/Confessions.
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+ S4: Guns and Illegal Weapons.
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+ S5: Controlled/Regulated Substances.
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+ S6: Suicide and Self Harm.
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+ S7: Sexual (minor).
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+ S8: Hate/Identity Hate.
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+ S9: PII/Privacy.
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+ S10: Harassment.
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+ S11: Threat.
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+ S12: Profanity.
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+ S13: Needs Caution.
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+ S14: Other.
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+ S15: Manipulation.
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+ S16: Fraud/Deception.
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+ S17: Malware.
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+ S18: High Risk Gov Decision Making.
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+ S19: Political/Misinformation/Conspiracy.
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+ S20: Copyright/Trademark/Plagiarism.
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+ S21: Unauthorized Advice.
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+ S22: Illegal Activity.
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+ S23: Immoral/Unethical.
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+ <END UNSAFE CONTENT CATEGORIES>
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+ <BEGIN CONVERSATION>
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+ user: """
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+ -%}
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+
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+ {%- set suffix = """<END CONVERSATION>
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+ Use the taxonomy to determine the safety of the user input and assistant response. Output your answer in the following format:
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+ User Safety: safe or unsafe rating of the user input
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+ Response Safety: safe or unsafe rating of the assistant response. Omit if no assistant response present.
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+ Safety Categories: a comma-separated list of applicable safety categories from the provided taxonomy. Omit if all safe or not needed.
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+
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+ Do not include anything other than the output in the above format in your response. """ ~ (request_categories or "/no_categories") ~ "\nOutput:"
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+ -%}
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+
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+ {%- set ns = namespace(prompt='', image_token='') -%}
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+
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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'] + '\n\n' -%}
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+ {%- else -%}
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+ {%- set first_user_prefix = messages[0]['content'][0]['text'] + '\n\n' -%}
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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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+
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+ {%- endif -%}
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+
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+ {{ "<start_of_turn>user\n" }}
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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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+
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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'] == 'image' -%}
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+ {%- if loop.last -%}
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+ {{ '<start_of_image>' + ns.prompt | trim }}
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+ {%- else -%}
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+ {%- set ns.image_token="<start_of_image>" -%}
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+ {%- endif -%}
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+ {%- elif item['type'] == 'text' -%}
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+ {%- if (message['role'] == 'user') -%}
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+ {%- if loop.last -%}
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+ {{ ns.image_token + prefix + item['text'] | trim }}
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+ {%- else -%}
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+ {%- set ns.prompt = prefix + item['text'] | trim -%}
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+ {%- endif -%}
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+
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+ {%- else -%}
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+ {{ 'response: agent: ### Answer: ' + item['text'] | trim }}
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+ {%- endif -%}
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+
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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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+ {{ '\n' }}
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+
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+ {%- endfor -%}
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+
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+ {{ suffix + "<end_of_turn>\n<start_of_turn>model\n" }}
config.json ADDED
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+ {
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+ "architectures": [
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+ "Gemma3ForConditionalGeneration"
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+ ],
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+ "boi_token_index": 255999,
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+ "dtype": "float32",
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+ "image_token_index": 262144,
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+ "initializer_range": 0.02,
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+ "mm_tokens_per_image": 256,
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+ "model_type": "gemma3",
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+ "pad_token_id": 0,
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+ "text_config": {
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+ "_sliding_window_pattern": 6,
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+ "attention_bias": false,
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+ "attention_dropout": 0.0,
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+ "attn_logit_softcapping": null,
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+ "bos_token_id": 2,
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+ "dtype": "float32",
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+ "final_logit_softcapping": null,
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+ "head_dim": 256,
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+ "hidden_activation": "gelu_pytorch_tanh",
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+ "hidden_size": 2560,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 10240,
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+ "layer_types": [
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+ "sliding_attention",
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+ "sliding_attention",
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+ "full_attention",
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+ "max_position_embeddings": 131072,
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+ "model_type": "gemma3_text",
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+ "num_attention_heads": 8,
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+ "num_hidden_layers": 34,
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+ "num_key_value_heads": 4,
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+ "pad_token_id": 0,
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+ "query_pre_attn_scalar": 256,
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+ "rms_norm_eps": 1e-06,
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+ "rope_parameters": {
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+ "factor": 8.0,
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+ "rope_theta": 1000000.0,
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+ "rope_type": "linear"
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+ "sliding_attention": {
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+ "rope_type": "default"
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+ }
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+ "sliding_window": 1024,
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+ "tie_word_embeddings": true,
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+ "use_bidirectional_attention": false,
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+ "use_cache": true,
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+ "vocab_size": 262208
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+ },
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+ "tie_word_embeddings": true,
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+ "transformers_version": "5.3.0",
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+ "use_cache": false,
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+ "vision_config": {
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+ "attention_dropout": 0.0,
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+ "hidden_act": "gelu_pytorch_tanh",
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+ "layer_norm_eps": 1e-06,
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+ "model_type": "siglip_vision_model",
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+ "num_attention_heads": 16,
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+ "num_channels": 3,
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+ "num_hidden_layers": 27,
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+ "patch_size": 14,
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+ "vision_use_head": false
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+ }
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+ }
generation_config.json ADDED
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+ size 19885447552
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+ size 33384567
tokenizer_config.json ADDED
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+ {
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+ "boi_token": "<start_of_image>",
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+ "bos_token": "<bos>",
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+ "clean_up_tokenization_spaces": false,
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+ "eoi_token": "<end_of_image>",
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+ }