Instructions to use aliarda/tr-gemma-4b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use aliarda/tr-gemma-4b with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-text-to-text", model="aliarda/tr-gemma-4b") messages = [ { "role": "user", "content": [ {"type": "image", "url": "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/p-blog/candy.JPG"}, {"type": "text", "text": "What animal is on the candy?"} ] }, ] pipe(text=messages)# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModelForMultimodalLM processor = AutoProcessor.from_pretrained("aliarda/tr-gemma-4b") model = AutoModelForMultimodalLM.from_pretrained("aliarda/tr-gemma-4b", device_map="auto") messages = [ { "role": "user", "content": [ {"type": "image", "url": "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/p-blog/candy.JPG"}, {"type": "text", "text": "What animal is on the candy?"} ] }, ] inputs = processor.apply_chat_template( messages, add_generation_prompt=True, tokenize=True, return_dict=True, return_tensors="pt", ).to(model.device) outputs = model.generate(**inputs, max_new_tokens=256) print(processor.decode(outputs[0][inputs["input_ids"].shape[-1]:])) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use aliarda/tr-gemma-4b with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "aliarda/tr-gemma-4b" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "aliarda/tr-gemma-4b", "messages": [ { "role": "user", "content": [ { "type": "text", "text": "Describe this image in one sentence." }, { "type": "image_url", "image_url": { "url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg" } } ] } ] }'Use Docker
docker model run hf.co/aliarda/tr-gemma-4b
- SGLang
How to use aliarda/tr-gemma-4b with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "aliarda/tr-gemma-4b" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "aliarda/tr-gemma-4b", "messages": [ { "role": "user", "content": [ { "type": "text", "text": "Describe this image in one sentence." }, { "type": "image_url", "image_url": { "url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg" } } ] } ] }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "aliarda/tr-gemma-4b" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "aliarda/tr-gemma-4b", "messages": [ { "role": "user", "content": [ { "type": "text", "text": "Describe this image in one sentence." }, { "type": "image_url", "image_url": { "url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg" } } ] } ] }' - Docker Model Runner
How to use aliarda/tr-gemma-4b with Docker Model Runner:
docker model run hf.co/aliarda/tr-gemma-4b
Sync tokenizer files from google/gemma-3-4b-it
Browse files- added_tokens.json +1 -0
- chat_template.jinja +47 -0
- chat_template.json +3 -0
- preprocessor_config.json +29 -0
- processor_config.json +4 -0
- special_tokens_map.json +33 -0
- tokenizer.json +0 -0
- tokenizer.model +3 -0
- tokenizer_config.json +1 -0
added_tokens.json
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{"<image_soft_token>": 131072}
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chat_template.jinja
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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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{%- else -%}
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{%- set first_user_prefix = messages[0]['content'][0]['text'] + '
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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'] == 'image' -%}
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{{ '<start_of_image>' }}
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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 -%}
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chat_template.json
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{
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"chat_template": "{{ bos_token }}\n{%- if messages[0]['role'] == 'system' -%}\n {%- if messages[0]['content'] is string -%}\n {%- set first_user_prefix = messages[0]['content'] + '\n\n' -%}\n {%- else -%}\n {%- set first_user_prefix = messages[0]['content'][0]['text'] + '\n\n' -%}\n {%- endif -%}\n {%- set loop_messages = messages[1:] -%}\n{%- else -%}\n {%- set first_user_prefix = \"\" -%}\n {%- set loop_messages = messages -%}\n{%- endif -%}\n{%- for message in loop_messages -%}\n {%- if (message['role'] == 'user') != (loop.index0 % 2 == 0) -%}\n {{ raise_exception(\"Conversation roles must alternate user/assistant/user/assistant/...\") }}\n {%- endif -%}\n {%- if (message['role'] == 'assistant') -%}\n {%- set role = \"model\" -%}\n {%- else -%}\n {%- set role = message['role'] -%}\n {%- endif -%}\n {{ '<start_of_turn>' + role + '\n' + (first_user_prefix if loop.first else \"\") }}\n {%- if message['content'] is string -%}\n {{ message['content'] | trim }}\n {%- elif message['content'] is iterable -%}\n {%- for item in message['content'] -%}\n {%- if item['type'] == 'image' -%}\n {{ '<start_of_image>' }}\n {%- elif item['type'] == 'text' -%}\n {{ item['text'] | trim }}\n {%- endif -%}\n {%- endfor -%}\n {%- else -%}\n {{ raise_exception(\"Invalid content type\") }}\n {%- endif -%}\n {{ '<end_of_turn>\n' }}\n{%- endfor -%}\n{%- if add_generation_prompt -%}\n {{'<start_of_turn>model\n'}}\n{%- endif -%}\n"
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}
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preprocessor_config.json
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{
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"do_convert_rgb": null,
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"do_normalize": true,
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"do_pan_and_scan": null,
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"do_rescale": true,
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"do_resize": true,
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"image_mean": [
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0.5,
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0.5,
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0.5
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],
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"image_processor_type": "Gemma3ImageProcessor",
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"image_seq_length": 256,
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"image_std": [
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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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"pan_and_scan_max_num_crops": null,
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"pan_and_scan_min_crop_size": null,
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"pan_and_scan_min_ratio_to_activate": null,
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"processor_class": "Gemma3Processor",
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"resample": 2,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"height": 896,
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"width": 896
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}
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}
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processor_config.json
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{
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"image_seq_length": 256,
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"processor_class": "Gemma3Processor"
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}
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special_tokens_map.json
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{
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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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"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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"normalized": false,
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"rstrip": 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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"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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"unk_token": {
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"content": "<unk>",
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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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}
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tokenizer.json
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tokenizer.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:ede2bd20a814c5298d01d10b4586c9f187bf938ce7be99fedead9caefa2b0795
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size 2112925
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tokenizer_config.json
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{"add_bos_token": true, "add_eos_token": false, "added_tokens_decoder": {"0": {"content": "<pad>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "1": {"content": "<eos>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "2": {"content": "<bos>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "3": {"content": "<unk>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "4": {"content": "<mask>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "5": {"content": "[multimodal]", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "6": {"content": "<unused0>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "7": {"content": "<unused1>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "8": {"content": "<unused2>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "9": {"content": "<unused3>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "10": {"content": "<unused4>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "11": {"content": "<unused5>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "12": {"content": "<unused6>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "13": {"content": "<unused7>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "14": {"content": "<unused8>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "15": {"content": "<unused9>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "16": {"content": "<unused10>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "17": {"content": "<unused11>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "18": {"content": "<unused12>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "19": {"content": "<unused13>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "20": {"content": "<unused14>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "21": {"content": "<unused15>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "22": {"content": "<unused16>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "23": {"content": "<unused17>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "24": {"content": "<unused18>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "25": {"content": "<unused19>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "26": {"content": "<unused20>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "27": {"content": "<unused21>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "28": {"content": "<unused22>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "29": {"content": "<unused23>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "30": {"content": "<unused24>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "31": {"content": "<unused25>", 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"special": true}, "131054": {"content": "<unused183>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "131055": {"content": "<unused184>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "131056": {"content": "<unused185>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "131057": {"content": "<unused186>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "131058": {"content": "<unused187>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "131059": {"content": "<unused188>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "131060": {"content": "<unused189>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "131061": {"content": "<unused190>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "131062": {"content": "<unused191>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "131063": {"content": "<unused192>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "131064": {"content": "<unused193>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "131065": {"content": "<unused194>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "131066": {"content": "<unused195>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "131067": {"content": "<unused196>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "131068": {"content": "<unused197>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "131069": {"content": "<unused198>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "131070": {"content": "<unused199>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "131071": {"content": "<unused200>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": false, "special": true}, "131072": {"content": "<image_soft_token>", "lstrip": false, "normalized": false, "rstrip": false, "single_word": false, "special": true}}, "boi_token": "<start_of_image>", "bos_token": "<bos>", "chat_template": "{{ bos_token }}\n{%- if messages[0]['role'] == 'system' -%}\n {%- if messages[0]['content'] is string -%}\n {%- set first_user_prefix = messages[0]['content'] + '\n\n' -%}\n {%- else -%}\n {%- set first_user_prefix = messages[0]['content'][0]['text'] + '\n\n' -%}\n {%- endif -%}\n {%- set loop_messages = messages[1:] -%}\n{%- else -%}\n {%- set first_user_prefix = \"\" -%}\n {%- set loop_messages = messages -%}\n{%- endif -%}\n{%- for message in loop_messages -%}\n {%- if (message['role'] == 'user') != (loop.index0 % 2 == 0) -%}\n {{ raise_exception(\"Conversation roles must alternate user/assistant/user/assistant/...\") }}\n {%- endif -%}\n {%- if (message['role'] == 'assistant') -%}\n {%- set role = \"model\" -%}\n {%- else -%}\n {%- set role = message['role'] -%}\n {%- endif -%}\n {{ '<start_of_turn>' + role + '\n' + (first_user_prefix if loop.first else \"\") }}\n {%- if message['content'] is string -%}\n {{ message['content'] | trim }}\n {%- elif message['content'] is iterable -%}\n {%- for item in message['content'] -%}\n {%- if item['type'] == 'image' -%}\n {{ '<start_of_image>' }}\n {%- elif item['type'] == 'text' -%}\n {{ item['text'] | trim }}\n {%- endif -%}\n {%- endfor -%}\n {%- else -%}\n {{ raise_exception(\"Invalid content type\") }}\n {%- endif -%}\n {{ '<end_of_turn>\n' }}\n{%- endfor -%}\n{%- if add_generation_prompt -%}\n {{'<start_of_turn>model\n'}}\n{%- endif -%}\n", "clean_up_tokenization_spaces": false, "eoi_token": "<end_of_image>", "eos_token": "<eos>", "extra_special_tokens": {"boi_token": "<start_of_image>", "eoi_token": "<end_of_image>", "image_token": "<image_soft_token>"}, "image_token": "<image_soft_token>", "model_max_length": 1000000000000000019884624838656, "pad_token": "<pad>", "processor_class": "Gemma3Processor", "sp_model_kwargs": null, "spaces_between_special_tokens": false, "tokenizer_class": "GemmaTokenizer", "unk_token": "<unk>", "use_default_system_prompt": false, "vocab_file": "tokenizer.model"}
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