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+ "<robot_action_79>": 151748,
1830
+ "<robot_action_7>": 151676,
1831
+ "<robot_action_800>": 152469,
1832
+ "<robot_action_801>": 152470,
1833
+ "<robot_action_802>": 152471,
1834
+ "<robot_action_803>": 152472,
1835
+ "<robot_action_804>": 152473,
1836
+ "<robot_action_805>": 152474,
1837
+ "<robot_action_806>": 152475,
1838
+ "<robot_action_807>": 152476,
1839
+ "<robot_action_808>": 152477,
1840
+ "<robot_action_809>": 152478,
1841
+ "<robot_action_80>": 151749,
1842
+ "<robot_action_810>": 152479,
1843
+ "<robot_action_811>": 152480,
1844
+ "<robot_action_812>": 152481,
1845
+ "<robot_action_813>": 152482,
1846
+ "<robot_action_814>": 152483,
1847
+ "<robot_action_815>": 152484,
1848
+ "<robot_action_816>": 152485,
1849
+ "<robot_action_817>": 152486,
1850
+ "<robot_action_818>": 152487,
1851
+ "<robot_action_819>": 152488,
1852
+ "<robot_action_81>": 151750,
1853
+ "<robot_action_820>": 152489,
1854
+ "<robot_action_821>": 152490,
1855
+ "<robot_action_822>": 152491,
1856
+ "<robot_action_823>": 152492,
1857
+ "<robot_action_824>": 152493,
1858
+ "<robot_action_825>": 152494,
1859
+ "<robot_action_826>": 152495,
1860
+ "<robot_action_827>": 152496,
1861
+ "<robot_action_828>": 152497,
1862
+ "<robot_action_829>": 152498,
1863
+ "<robot_action_82>": 151751,
1864
+ "<robot_action_830>": 152499,
1865
+ "<robot_action_831>": 152500,
1866
+ "<robot_action_832>": 152501,
1867
+ "<robot_action_833>": 152502,
1868
+ "<robot_action_834>": 152503,
1869
+ "<robot_action_835>": 152504,
1870
+ "<robot_action_836>": 152505,
1871
+ "<robot_action_837>": 152506,
1872
+ "<robot_action_838>": 152507,
1873
+ "<robot_action_839>": 152508,
1874
+ "<robot_action_83>": 151752,
1875
+ "<robot_action_840>": 152509,
1876
+ "<robot_action_841>": 152510,
1877
+ "<robot_action_842>": 152511,
1878
+ "<robot_action_843>": 152512,
1879
+ "<robot_action_844>": 152513,
1880
+ "<robot_action_845>": 152514,
1881
+ "<robot_action_846>": 152515,
1882
+ "<robot_action_847>": 152516,
1883
+ "<robot_action_848>": 152517,
1884
+ "<robot_action_849>": 152518,
1885
+ "<robot_action_84>": 151753,
1886
+ "<robot_action_850>": 152519,
1887
+ "<robot_action_851>": 152520,
1888
+ "<robot_action_852>": 152521,
1889
+ "<robot_action_853>": 152522,
1890
+ "<robot_action_854>": 152523,
1891
+ "<robot_action_855>": 152524,
1892
+ "<robot_action_856>": 152525,
1893
+ "<robot_action_857>": 152526,
1894
+ "<robot_action_858>": 152527,
1895
+ "<robot_action_859>": 152528,
1896
+ "<robot_action_85>": 151754,
1897
+ "<robot_action_860>": 152529,
1898
+ "<robot_action_861>": 152530,
1899
+ "<robot_action_862>": 152531,
1900
+ "<robot_action_863>": 152532,
1901
+ "<robot_action_864>": 152533,
1902
+ "<robot_action_865>": 152534,
1903
+ "<robot_action_866>": 152535,
1904
+ "<robot_action_867>": 152536,
1905
+ "<robot_action_868>": 152537,
1906
+ "<robot_action_869>": 152538,
1907
+ "<robot_action_86>": 151755,
1908
+ "<robot_action_870>": 152539,
1909
+ "<robot_action_871>": 152540,
1910
+ "<robot_action_872>": 152541,
1911
+ "<robot_action_873>": 152542,
1912
+ "<robot_action_874>": 152543,
1913
+ "<robot_action_875>": 152544,
1914
+ "<robot_action_876>": 152545,
1915
+ "<robot_action_877>": 152546,
1916
+ "<robot_action_878>": 152547,
1917
+ "<robot_action_879>": 152548,
1918
+ "<robot_action_87>": 151756,
1919
+ "<robot_action_880>": 152549,
1920
+ "<robot_action_881>": 152550,
1921
+ "<robot_action_882>": 152551,
1922
+ "<robot_action_883>": 152552,
1923
+ "<robot_action_884>": 152553,
1924
+ "<robot_action_885>": 152554,
1925
+ "<robot_action_886>": 152555,
1926
+ "<robot_action_887>": 152556,
1927
+ "<robot_action_888>": 152557,
1928
+ "<robot_action_889>": 152558,
1929
+ "<robot_action_88>": 151757,
1930
+ "<robot_action_890>": 152559,
1931
+ "<robot_action_891>": 152560,
1932
+ "<robot_action_892>": 152561,
1933
+ "<robot_action_893>": 152562,
1934
+ "<robot_action_894>": 152563,
1935
+ "<robot_action_895>": 152564,
1936
+ "<robot_action_896>": 152565,
1937
+ "<robot_action_897>": 152566,
1938
+ "<robot_action_898>": 152567,
1939
+ "<robot_action_899>": 152568,
1940
+ "<robot_action_89>": 151758,
1941
+ "<robot_action_8>": 151677,
1942
+ "<robot_action_900>": 152569,
1943
+ "<robot_action_901>": 152570,
1944
+ "<robot_action_902>": 152571,
1945
+ "<robot_action_903>": 152572,
1946
+ "<robot_action_904>": 152573,
1947
+ "<robot_action_905>": 152574,
1948
+ "<robot_action_906>": 152575,
1949
+ "<robot_action_907>": 152576,
1950
+ "<robot_action_908>": 152577,
1951
+ "<robot_action_909>": 152578,
1952
+ "<robot_action_90>": 151759,
1953
+ "<robot_action_910>": 152579,
1954
+ "<robot_action_911>": 152580,
1955
+ "<robot_action_912>": 152581,
1956
+ "<robot_action_913>": 152582,
1957
+ "<robot_action_914>": 152583,
1958
+ "<robot_action_915>": 152584,
1959
+ "<robot_action_916>": 152585,
1960
+ "<robot_action_917>": 152586,
1961
+ "<robot_action_918>": 152587,
1962
+ "<robot_action_919>": 152588,
1963
+ "<robot_action_91>": 151760,
1964
+ "<robot_action_920>": 152589,
1965
+ "<robot_action_921>": 152590,
1966
+ "<robot_action_922>": 152591,
1967
+ "<robot_action_923>": 152592,
1968
+ "<robot_action_924>": 152593,
1969
+ "<robot_action_925>": 152594,
1970
+ "<robot_action_926>": 152595,
1971
+ "<robot_action_927>": 152596,
1972
+ "<robot_action_928>": 152597,
1973
+ "<robot_action_929>": 152598,
1974
+ "<robot_action_92>": 151761,
1975
+ "<robot_action_930>": 152599,
1976
+ "<robot_action_931>": 152600,
1977
+ "<robot_action_932>": 152601,
1978
+ "<robot_action_933>": 152602,
1979
+ "<robot_action_934>": 152603,
1980
+ "<robot_action_935>": 152604,
1981
+ "<robot_action_936>": 152605,
1982
+ "<robot_action_937>": 152606,
1983
+ "<robot_action_938>": 152607,
1984
+ "<robot_action_939>": 152608,
1985
+ "<robot_action_93>": 151762,
1986
+ "<robot_action_940>": 152609,
1987
+ "<robot_action_941>": 152610,
1988
+ "<robot_action_942>": 152611,
1989
+ "<robot_action_943>": 152612,
1990
+ "<robot_action_944>": 152613,
1991
+ "<robot_action_945>": 152614,
1992
+ "<robot_action_946>": 152615,
1993
+ "<robot_action_947>": 152616,
1994
+ "<robot_action_948>": 152617,
1995
+ "<robot_action_949>": 152618,
1996
+ "<robot_action_94>": 151763,
1997
+ "<robot_action_950>": 152619,
1998
+ "<robot_action_951>": 152620,
1999
+ "<robot_action_952>": 152621,
2000
+ "<robot_action_953>": 152622,
2001
+ "<robot_action_954>": 152623,
2002
+ "<robot_action_955>": 152624,
2003
+ "<robot_action_956>": 152625,
2004
+ "<robot_action_957>": 152626,
2005
+ "<robot_action_958>": 152627,
2006
+ "<robot_action_959>": 152628,
2007
+ "<robot_action_95>": 151764,
2008
+ "<robot_action_960>": 152629,
2009
+ "<robot_action_961>": 152630,
2010
+ "<robot_action_962>": 152631,
2011
+ "<robot_action_963>": 152632,
2012
+ "<robot_action_964>": 152633,
2013
+ "<robot_action_965>": 152634,
2014
+ "<robot_action_966>": 152635,
2015
+ "<robot_action_967>": 152636,
2016
+ "<robot_action_968>": 152637,
2017
+ "<robot_action_969>": 152638,
2018
+ "<robot_action_96>": 151765,
2019
+ "<robot_action_970>": 152639,
2020
+ "<robot_action_971>": 152640,
2021
+ "<robot_action_972>": 152641,
2022
+ "<robot_action_973>": 152642,
2023
+ "<robot_action_974>": 152643,
2024
+ "<robot_action_975>": 152644,
2025
+ "<robot_action_976>": 152645,
2026
+ "<robot_action_977>": 152646,
2027
+ "<robot_action_978>": 152647,
2028
+ "<robot_action_979>": 152648,
2029
+ "<robot_action_97>": 151766,
2030
+ "<robot_action_980>": 152649,
2031
+ "<robot_action_981>": 152650,
2032
+ "<robot_action_982>": 152651,
2033
+ "<robot_action_983>": 152652,
2034
+ "<robot_action_984>": 152653,
2035
+ "<robot_action_985>": 152654,
2036
+ "<robot_action_986>": 152655,
2037
+ "<robot_action_987>": 152656,
2038
+ "<robot_action_988>": 152657,
2039
+ "<robot_action_989>": 152658,
2040
+ "<robot_action_98>": 151767,
2041
+ "<robot_action_990>": 152659,
2042
+ "<robot_action_991>": 152660,
2043
+ "<robot_action_992>": 152661,
2044
+ "<robot_action_993>": 152662,
2045
+ "<robot_action_994>": 152663,
2046
+ "<robot_action_995>": 152664,
2047
+ "<robot_action_996>": 152665,
2048
+ "<robot_action_997>": 152666,
2049
+ "<robot_action_998>": 152667,
2050
+ "<robot_action_999>": 152668,
2051
+ "<robot_action_99>": 151768,
2052
+ "<robot_action_9>": 151678,
2053
+ "<think>": 151667,
2054
+ "<tool_call>": 151657,
2055
+ "<tool_response>": 151665,
2056
+ "<|box_end|>": 151649,
2057
+ "<|box_start|>": 151648,
2058
+ "<|endoftext|>": 151643,
2059
+ "<|file_sep|>": 151664,
2060
+ "<|fim_middle|>": 151660,
2061
+ "<|fim_pad|>": 151662,
2062
+ "<|fim_prefix|>": 151659,
2063
+ "<|fim_suffix|>": 151661,
2064
+ "<|im_end|>": 151645,
2065
+ "<|im_start|>": 151644,
2066
+ "<|image_pad|>": 151655,
2067
+ "<|object_ref_end|>": 151647,
2068
+ "<|object_ref_start|>": 151646,
2069
+ "<|quad_end|>": 151651,
2070
+ "<|quad_start|>": 151650,
2071
+ "<|repo_name|>": 151663,
2072
+ "<|video_pad|>": 151656,
2073
+ "<|vision_end|>": 151653,
2074
+ "<|vision_pad|>": 151654,
2075
+ "<|vision_start|>": 151652
2076
+ }
chat_template.jinja ADDED
@@ -0,0 +1,120 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {%- if tools %}
2
+ {{- '<|im_start|>system\n' }}
3
+ {%- if messages[0].role == 'system' %}
4
+ {%- if messages[0].content is string %}
5
+ {{- messages[0].content }}
6
+ {%- else %}
7
+ {%- for content in messages[0].content %}
8
+ {%- if 'text' in content %}
9
+ {{- content.text }}
10
+ {%- endif %}
11
+ {%- endfor %}
12
+ {%- endif %}
13
+ {{- '\n\n' }}
14
+ {%- endif %}
15
+ {{- "# 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>" }}
16
+ {%- for tool in tools %}
17
+ {{- "\n" }}
18
+ {{- tool | tojson }}
19
+ {%- endfor %}
20
+ {{- "\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" }}
21
+ {%- else %}
22
+ {%- if messages[0].role == 'system' %}
23
+ {{- '<|im_start|>system\n' }}
24
+ {%- if messages[0].content is string %}
25
+ {{- messages[0].content }}
26
+ {%- else %}
27
+ {%- for content in messages[0].content %}
28
+ {%- if 'text' in content %}
29
+ {{- content.text }}
30
+ {%- endif %}
31
+ {%- endfor %}
32
+ {%- endif %}
33
+ {{- '<|im_end|>\n' }}
34
+ {%- endif %}
35
+ {%- endif %}
36
+ {%- set image_count = namespace(value=0) %}
37
+ {%- set video_count = namespace(value=0) %}
38
+ {%- for message in messages %}
39
+ {%- if message.role == "user" %}
40
+ {{- '<|im_start|>' + message.role + '\n' }}
41
+ {%- if message.content is string %}
42
+ {{- message.content }}
43
+ {%- else %}
44
+ {%- for content in message.content %}
45
+ {%- if content.type == 'image' or 'image' in content or 'image_url' in content %}
46
+ {%- set image_count.value = image_count.value + 1 %}
47
+ {%- if add_vision_id %}Picture {{ image_count.value }}: {% endif -%}
48
+ <|vision_start|><|image_pad|><|vision_end|>
49
+ {%- elif content.type == 'video' or 'video' in content %}
50
+ {%- set video_count.value = video_count.value + 1 %}
51
+ {%- if add_vision_id %}Video {{ video_count.value }}: {% endif -%}
52
+ <|vision_start|><|video_pad|><|vision_end|>
53
+ {%- elif 'text' in content %}
54
+ {{- content.text }}
55
+ {%- endif %}
56
+ {%- endfor %}
57
+ {%- endif %}
58
+ {{- '<|im_end|>\n' }}
59
+ {%- elif message.role == "assistant" %}
60
+ {{- '<|im_start|>' + message.role + '\n' }}
61
+ {%- if message.content is string %}
62
+ {{- message.content }}
63
+ {%- else %}
64
+ {%- for content_item in message.content %}
65
+ {%- if 'text' in content_item %}
66
+ {{- content_item.text }}
67
+ {%- endif %}
68
+ {%- endfor %}
69
+ {%- endif %}
70
+ {%- if message.tool_calls %}
71
+ {%- for tool_call in message.tool_calls %}
72
+ {%- if (loop.first and message.content) or (not loop.first) %}
73
+ {{- '\n' }}
74
+ {%- endif %}
75
+ {%- if tool_call.function %}
76
+ {%- set tool_call = tool_call.function %}
77
+ {%- endif %}
78
+ {{- '<tool_call>\n{"name": "' }}
79
+ {{- tool_call.name }}
80
+ {{- '", "arguments": ' }}
81
+ {%- if tool_call.arguments is string %}
82
+ {{- tool_call.arguments }}
83
+ {%- else %}
84
+ {{- tool_call.arguments | tojson }}
85
+ {%- endif %}
86
+ {{- '}\n</tool_call>' }}
87
+ {%- endfor %}
88
+ {%- endif %}
89
+ {{- '<|im_end|>\n' }}
90
+ {%- elif message.role == "tool" %}
91
+ {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
92
+ {{- '<|im_start|>user' }}
93
+ {%- endif %}
94
+ {{- '\n<tool_response>\n' }}
95
+ {%- if message.content is string %}
96
+ {{- message.content }}
97
+ {%- else %}
98
+ {%- for content in message.content %}
99
+ {%- if content.type == 'image' or 'image' in content or 'image_url' in content %}
100
+ {%- set image_count.value = image_count.value + 1 %}
101
+ {%- if add_vision_id %}Picture {{ image_count.value }}: {% endif -%}
102
+ <|vision_start|><|image_pad|><|vision_end|>
103
+ {%- elif content.type == 'video' or 'video' in content %}
104
+ {%- set video_count.value = video_count.value + 1 %}
105
+ {%- if add_vision_id %}Video {{ video_count.value }}: {% endif -%}
106
+ <|vision_start|><|video_pad|><|vision_end|>
107
+ {%- elif 'text' in content %}
108
+ {{- content.text }}
109
+ {%- endif %}
110
+ {%- endfor %}
111
+ {%- endif %}
112
+ {{- '\n</tool_response>' }}
113
+ {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
114
+ {{- '<|im_end|>\n' }}
115
+ {%- endif %}
116
+ {%- endif %}
117
+ {%- endfor %}
118
+ {%- if add_generation_prompt %}
119
+ {{- '<|im_start|>assistant\n' }}
120
+ {%- endif %}
config.json ADDED
@@ -0,0 +1,65 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "architectures": [
3
+ "Qwen3VLForConditionalGeneration"
4
+ ],
5
+ "dtype": "bfloat16",
6
+ "image_token_id": 151655,
7
+ "model_type": "qwen3_vl",
8
+ "text_config": {
9
+ "attention_bias": false,
10
+ "attention_dropout": 0.0,
11
+ "bos_token_id": 151643,
12
+ "dtype": "bfloat16",
13
+ "eos_token_id": 151645,
14
+ "head_dim": 128,
15
+ "hidden_act": "silu",
16
+ "hidden_size": 2560,
17
+ "initializer_range": 0.02,
18
+ "intermediate_size": 9728,
19
+ "max_position_embeddings": 262144,
20
+ "model_type": "qwen3_vl_text",
21
+ "num_attention_heads": 32,
22
+ "num_hidden_layers": 36,
23
+ "num_key_value_heads": 8,
24
+ "rms_norm_eps": 1e-06,
25
+ "rope_scaling": {
26
+ "mrope_interleaved": true,
27
+ "mrope_section": [
28
+ 24,
29
+ 20,
30
+ 20
31
+ ],
32
+ "rope_type": "default"
33
+ },
34
+ "rope_theta": 5000000,
35
+ "tie_word_embeddings": true,
36
+ "use_cache": true,
37
+ "vocab_size": 153984
38
+ },
39
+ "tie_word_embeddings": true,
40
+ "transformers_version": "4.57.0",
41
+ "video_token_id": 151656,
42
+ "vision_config": {
43
+ "deepstack_visual_indexes": [
44
+ 5,
45
+ 11,
46
+ 17
47
+ ],
48
+ "depth": 24,
49
+ "dtype": "bfloat16",
50
+ "hidden_act": "gelu_pytorch_tanh",
51
+ "hidden_size": 1024,
52
+ "in_channels": 3,
53
+ "initializer_range": 0.02,
54
+ "intermediate_size": 4096,
55
+ "model_type": "qwen3_vl",
56
+ "num_heads": 16,
57
+ "num_position_embeddings": 2304,
58
+ "out_hidden_size": 2560,
59
+ "patch_size": 16,
60
+ "spatial_merge_size": 2,
61
+ "temporal_patch_size": 2
62
+ },
63
+ "vision_end_token_id": 151653,
64
+ "vision_start_token_id": 151652
65
+ }
generation_config.json ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token_id": 151643,
3
+ "do_sample": true,
4
+ "eos_token_id": [
5
+ 151645,
6
+ 151643
7
+ ],
8
+ "pad_token_id": 151643,
9
+ "temperature": 0.7,
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