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  1. grpo-nADE-format-RC/README.md +0 -68
  2. grpo-nADE-format-RC/added_tokens.json +0 -28
  3. grpo-nADE-format-RC/chat_template.jinja +0 -110
  4. grpo-nADE-format-RC/checkpoint-100/added_tokens.json +0 -28
  5. grpo-nADE-format-RC/checkpoint-100/chat_template.jinja +0 -110
  6. grpo-nADE-format-RC/checkpoint-100/config.json +0 -68
  7. grpo-nADE-format-RC/checkpoint-100/generation_config.json +0 -12
  8. grpo-nADE-format-RC/checkpoint-100/merges.txt +0 -0
  9. grpo-nADE-format-RC/checkpoint-100/model-00001-of-00002.safetensors +0 -3
  10. grpo-nADE-format-RC/checkpoint-100/model-00002-of-00002.safetensors +0 -3
  11. grpo-nADE-format-RC/checkpoint-100/model.safetensors.index.json +0 -721
  12. grpo-nADE-format-RC/checkpoint-100/optimizer.pt +0 -3
  13. grpo-nADE-format-RC/checkpoint-100/rng_state_0.pth +0 -3
  14. grpo-nADE-format-RC/checkpoint-100/rng_state_1.pth +0 -3
  15. grpo-nADE-format-RC/checkpoint-100/rng_state_2.pth +0 -3
  16. grpo-nADE-format-RC/checkpoint-100/rng_state_3.pth +0 -3
  17. grpo-nADE-format-RC/checkpoint-100/scheduler.pt +0 -3
  18. grpo-nADE-format-RC/checkpoint-100/special_tokens_map.json +0 -31
  19. grpo-nADE-format-RC/checkpoint-100/tokenizer.json +0 -3
  20. grpo-nADE-format-RC/checkpoint-100/tokenizer_config.json +0 -244
  21. grpo-nADE-format-RC/checkpoint-100/trainer_state.json +0 -344
  22. grpo-nADE-format-RC/checkpoint-100/training_args.bin +0 -3
  23. grpo-nADE-format-RC/checkpoint-100/vocab.json +0 -0
  24. grpo-nADE-format-RC/checkpoint-200/added_tokens.json +0 -28
  25. grpo-nADE-format-RC/checkpoint-200/chat_template.jinja +0 -110
  26. grpo-nADE-format-RC/checkpoint-200/config.json +0 -68
  27. grpo-nADE-format-RC/checkpoint-200/generation_config.json +0 -12
  28. grpo-nADE-format-RC/checkpoint-200/merges.txt +0 -0
  29. grpo-nADE-format-RC/checkpoint-200/model-00001-of-00002.safetensors +0 -3
  30. grpo-nADE-format-RC/checkpoint-200/model-00002-of-00002.safetensors +0 -3
  31. grpo-nADE-format-RC/checkpoint-200/model.safetensors.index.json +0 -721
  32. grpo-nADE-format-RC/checkpoint-200/optimizer.pt +0 -3
  33. grpo-nADE-format-RC/checkpoint-200/rng_state_0.pth +0 -3
  34. grpo-nADE-format-RC/checkpoint-200/rng_state_1.pth +0 -3
  35. grpo-nADE-format-RC/checkpoint-200/rng_state_2.pth +0 -3
  36. grpo-nADE-format-RC/checkpoint-200/rng_state_3.pth +0 -3
  37. grpo-nADE-format-RC/checkpoint-200/scheduler.pt +0 -3
  38. grpo-nADE-format-RC/checkpoint-200/special_tokens_map.json +0 -31
  39. grpo-nADE-format-RC/checkpoint-200/tokenizer.json +0 -3
  40. grpo-nADE-format-RC/checkpoint-200/tokenizer_config.json +0 -244
  41. grpo-nADE-format-RC/checkpoint-200/trainer_state.json +0 -654
  42. grpo-nADE-format-RC/checkpoint-200/training_args.bin +0 -3
  43. grpo-nADE-format-RC/checkpoint-200/vocab.json +0 -0
  44. grpo-nADE-format-RC/checkpoint-300/added_tokens.json +0 -28
  45. grpo-nADE-format-RC/checkpoint-300/chat_template.jinja +0 -110
  46. grpo-nADE-format-RC/checkpoint-300/config.json +0 -68
  47. grpo-nADE-format-RC/checkpoint-300/generation_config.json +0 -12
  48. grpo-nADE-format-RC/checkpoint-300/merges.txt +0 -0
  49. grpo-nADE-format-RC/checkpoint-300/model-00001-of-00002.safetensors +0 -3
  50. grpo-nADE-format-RC/checkpoint-300/model-00002-of-00002.safetensors +0 -3
grpo-nADE-format-RC/README.md DELETED
@@ -1,68 +0,0 @@
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- ---
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- base_model: mjf-su/PhysicalAI-reason-VLA-MetaAction-1e
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- library_name: transformers
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- model_name: grpo-nADE-format-RC
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- tags:
6
- - generated_from_trainer
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- - grpo
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- - trl
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- licence: license
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- ---
11
-
12
- # Model Card for grpo-nADE-format-RC
13
-
14
- This model is a fine-tuned version of [mjf-su/PhysicalAI-reason-VLA-MetaAction-1e](https://huggingface.co/mjf-su/PhysicalAI-reason-VLA-MetaAction-1e).
15
- It has been trained using [TRL](https://github.com/huggingface/trl).
16
-
17
- ## Quick start
18
-
19
- ```python
20
- from transformers import pipeline
21
-
22
- question = "If you had a time machine, but could only go to the past or the future once and never return, which would you choose and why?"
23
- generator = pipeline("text-generation", model="None", device="cuda")
24
- output = generator([{"role": "user", "content": question}], max_new_tokens=128, return_full_text=False)[0]
25
- print(output["generated_text"])
26
- ```
27
-
28
- ## Training procedure
29
-
30
- [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="150" height="24"/>](https://wandb.ai/mjf-su-stanford-university/GRPO-faithfulness/runs/0jznweap)
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-
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-
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- This model was trained with GRPO, a method introduced in [DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models](https://huggingface.co/papers/2402.03300).
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-
35
- ### Framework versions
36
-
37
- - TRL: 0.26.1
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- - Transformers: 4.57.6
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- - Pytorch: 2.10.0
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- - Datasets: 4.4.1
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- - Tokenizers: 0.22.1
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-
43
- ## Citations
44
-
45
- Cite GRPO as:
46
-
47
- ```bibtex
48
- @article{shao2024deepseekmath,
49
- title = {{DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models}},
50
- author = {Zhihong Shao and Peiyi Wang and Qihao Zhu and Runxin Xu and Junxiao Song and Mingchuan Zhang and Y. K. Li and Y. Wu and Daya Guo},
51
- year = 2024,
52
- eprint = {arXiv:2402.03300},
53
- }
54
-
55
- ```
56
-
57
- Cite TRL as:
58
-
59
- ```bibtex
60
- @misc{vonwerra2022trl,
61
- title = {{TRL: Transformer Reinforcement Learning}},
62
- author = {Leandro von Werra and Younes Belkada and Lewis Tunstall and Edward Beeching and Tristan Thrush and Nathan Lambert and Shengyi Huang and Kashif Rasul and Quentin Gallou{\'e}dec},
63
- year = 2020,
64
- journal = {GitHub repository},
65
- publisher = {GitHub},
66
- howpublished = {\url{https://github.com/huggingface/trl}}
67
- }
68
- ```
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
grpo-nADE-format-RC/added_tokens.json DELETED
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grpo-nADE-format-RC/chat_template.jinja DELETED
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- {%- set image_count = namespace(value=0) %}
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- {%- set video_count = namespace(value=0) %}
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- {%- macro render_content(content, do_vision_count) %}
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- {%- if content is string %}
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- {%- else %}
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- {%- for item in content %}
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- {%- if 'image' in item or 'image_url' in item or item.type == 'image' %}
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- {%- if do_vision_count %}
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- {%- set image_count.value = image_count.value + 1 %}
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- {%- endif %}
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- {%- if add_vision_id %}Picture {{ image_count.value }}: {% endif -%}
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- <|vision_start|><|image_pad|><|vision_end|>
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- {%- elif 'video' in item or item.type == 'video' %}
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- {%- if do_vision_count %}
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- {%- set video_count.value = video_count.value + 1 %}
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- {%- endif %}
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- {%- if add_vision_id %}Video {{ video_count.value }}: {% endif -%}
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- <|vision_start|><|video_pad|><|vision_end|>
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- {%- elif 'text' in item %}
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- {{- item.text }}
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- {%- endif %}
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- {%- endfor %}
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- {%- endif %}
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- {%- endmacro %}
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- {%- if tools %}
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- {{- '<|im_start|>system\n' }}
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- {%- if messages[0].role == 'system' %}
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- {{- render_content(messages[0].content, false) + '\n\n' }}
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- {%- endif %}
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- {{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
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- {%- for tool in tools %}
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- {{- "\n" }}
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- {{- tool | tojson }}
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- {%- endfor %}
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- {{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
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- {%- else %}
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- {%- if messages[0].role == 'system' %}
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- {{- '<|im_start|>system\n' + render_content(messages[0].content, false) + '<|im_end|>\n' }}
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- {%- endif %}
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- {%- endif %}
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- {%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
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- {%- for message in messages[::-1] %}
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- {%- set index = (messages|length - 1) - loop.index0 %}
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- {%- if ns.multi_step_tool and message.role == "user" %}
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- {%- set content = render_content(message.content, false) %}
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- {%- if not(content.startswith('<tool_response>') and content.endswith('</tool_response>')) %}
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- {%- set ns.multi_step_tool = false %}
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- {%- set ns.last_query_index = index %}
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- {%- endif %}
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- {%- endif %}
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- {%- endfor %}
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- {%- for message in messages %}
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- {%- set content = render_content(message.content, True) %}
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- {%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
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- {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
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- {%- elif message.role == "assistant" %}
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- {%- set reasoning_content = '' %}
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- {%- if message.reasoning_content is string %}
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- {%- set reasoning_content = message.reasoning_content %}
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- {%- else %}
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- {%- if '</think>' in content %}
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- {%- set reasoning_content = content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
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- {%- set content = content.split('</think>')[-1].lstrip('\n') %}
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- {%- if loop.index0 > ns.last_query_index %}
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- {%- if loop.last or (not loop.last and reasoning_content) %}
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- {{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content.strip('\n') + '\n</think>\n\n' + content.lstrip('\n') }}
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- {%- else %}
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- {{- '<|im_start|>' + message.role + '\n' + content }}
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- {%- if tool_call.arguments is string %}
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- {{- tool_call.arguments | tojson }}
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- {{- '}\n</tool_call>' }}
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- {%- endif %}
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- {{- '<|im_end|>\n' }}
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- {%- elif message.role == "tool" %}
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- {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
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- {{- '<|im_start|>user' }}
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- {%- endif %}
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- {{- '\n<tool_response>\n' }}
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- {{- content }}
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- {{- '\n</tool_response>' }}
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- {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
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- {{- '<|im_end|>\n' }}
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- {%- endif %}
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- {%- endif %}
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- {%- endfor %}
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- {%- if add_generation_prompt %}
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- {{- '<|im_start|>assistant\n' }}
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- {%- endif %}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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grpo-nADE-format-RC/checkpoint-100/chat_template.jinja DELETED
@@ -1,110 +0,0 @@
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- {%- set image_count = namespace(value=0) %}
2
- {%- set video_count = namespace(value=0) %}
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- {%- macro render_content(content, do_vision_count) %}
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- {%- else %}
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- {%- for item in content %}
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- {%- if 'image' in item or 'image_url' in item or item.type == 'image' %}
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- {%- if add_vision_id %}Picture {{ image_count.value }}: {% endif -%}
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- {%- set video_count.value = video_count.value + 1 %}
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- {%- if add_vision_id %}Video {{ video_count.value }}: {% endif -%}
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- {%- if tools %}
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- {{- '<|im_start|>system\n' }}
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- {%- if messages[0].role == 'system' %}
29
- {{- render_content(messages[0].content, false) + '\n\n' }}
30
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31
- {{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
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33
- {{- "\n" }}
34
- {{- tool | tojson }}
35
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36
- {{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
37
- {%- else %}
38
- {%- if messages[0].role == 'system' %}
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- {{- '<|im_start|>system\n' + render_content(messages[0].content, false) + '<|im_end|>\n' }}
40
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41
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- {%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
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- {%- set index = (messages|length - 1) - loop.index0 %}
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- {%- if ns.multi_step_tool and message.role == "user" %}
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- {%- set content = render_content(message.content, false) %}
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- {%- if not(content.startswith('<tool_response>') and content.endswith('</tool_response>')) %}
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- {%- set ns.multi_step_tool = false %}
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- {%- set ns.last_query_index = index %}
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- {%- endif %}
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52
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- {%- for message in messages %}
54
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56
- {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
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- {%- elif message.role == "assistant" %}
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- {%- set reasoning_content = '' %}
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- {%- set reasoning_content = message.reasoning_content %}
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- {%- else %}
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- {%- if '</think>' in content %}
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- {%- set reasoning_content = content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
64
- {%- set content = content.split('</think>')[-1].lstrip('\n') %}
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66
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- {%- if loop.index0 > ns.last_query_index %}
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- {%- if loop.last or (not loop.last and reasoning_content) %}
69
- {{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content.strip('\n') + '\n</think>\n\n' + content.lstrip('\n') }}
70
- {%- else %}
71
- {{- '<|im_start|>' + message.role + '\n' + content }}
72
- {%- endif %}
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- {%- else %}
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- {{- '<|im_start|>' + message.role + '\n' + content }}
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- {%- endif %}
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- {%- if message.tool_calls %}
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- {%- for tool_call in message.tool_calls %}
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- {%- if (loop.first and content) or (not loop.first) %}
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- {{- '\n' }}
80
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81
- {%- if tool_call.function %}
82
- {%- set tool_call = tool_call.function %}
83
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84
- {{- '<tool_call>\n{"name": "' }}
85
- {{- tool_call.name }}
86
- {{- '", "arguments": ' }}
87
- {%- if tool_call.arguments is string %}
88
- {{- tool_call.arguments }}
89
- {%- else %}
90
- {{- tool_call.arguments | tojson }}
91
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- {{- '}\n</tool_call>' }}
93
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94
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- {{- '<|im_end|>\n' }}
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- {%- elif message.role == "tool" %}
97
- {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
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- {{- '<|im_start|>user' }}
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- {%- endif %}
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- {{- '\n<tool_response>\n' }}
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- {{- content }}
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- {{- '\n</tool_response>' }}
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- {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
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- {%- endfor %}
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- {%- if add_generation_prompt %}
109
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- {%- set tool_call = tool_call.function %}
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- {%- endif %}
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- {{- '<tool_call>\n{"name": "' }}
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- {{- tool_call.name }}
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- {{- '", "arguments": ' }}
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- {%- if tool_call.arguments is string %}
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- {{- tool_call.arguments }}
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- {{- '}\n</tool_call>' }}
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- {{- '<|im_end|>\n' }}
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- {%- elif message.role == "tool" %}
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- {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
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- {{- '<|im_start|>user' }}
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- {%- if add_generation_prompt %}
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- {{- '<|im_start|>assistant\n' }}
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- {%- endif %}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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