yousafshah commited on
Commit
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1 Parent(s): 4746a25

granite-4.2

Browse files
chat_template.jinja ADDED
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1
+ {%- macro tool_to_json(tool) -%}
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+ {%- set ns_tool = namespace(first=true) -%}
3
+ {{- '{' -}}
4
+ {%- for k, v in tool.items() -%}
5
+ {%- if k != 'defer_loading' and k != 'strict' -%}
6
+ {%- if not ns_tool.first -%}{{- ', ' -}}{%- endif -%}
7
+ {%- set ns_tool.first = false -%}
8
+ {{- '"' ~ k ~ '": ' ~ (v | tojson(ensure_ascii=False)) -}}
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+ {%- endif -%}
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+ {%- endfor -%}
11
+ {{- '}' -}}
12
+ {%- endmacro -%}
13
+ {%- set enable_thinking = enable_thinking if enable_thinking is defined else True %}
14
+ {%- set low_effort = low_effort if low_effort is defined else False %}
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+ {%- set truncate_history_thinking = truncate_history_thinking if truncate_history_thinking is defined else True %}
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+
17
+ {%- set ns = namespace(last_user_idx = -1) %}
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+ {%- set loop_messages = messages %}
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+ {%- for m in loop_messages %}
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+ {%- if m["role"] == "user" %}
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+ {%- set ns.last_user_idx = loop.index0 %}
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+ {%- endif %}
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+ {%- endfor %}
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+
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+ {%- if messages[0]["role"] == "system" %}
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+ {%- set system_message = messages[0]["content"] %}
27
+ {%- set loop_messages = messages[1:] %}
28
+ {%- else %}
29
+ {%- set system_message = "" %}
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+ {%- set loop_messages = messages %}
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+ {%- endif %}
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+ {%- if not tools is defined %}
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+ {%- set tools = [] %}
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+ {%- endif %}
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+ {# Recompute last_user_idx relative to loop_messages after handling system #}
36
+ {%- set ns = namespace(last_user_idx = -1) %}
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+ {%- for m in loop_messages %}
38
+ {%- if m["role"] == "user" %}
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+ {%- set ns.last_user_idx = loop.index0 %}
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+ {%- endif %}
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+ {%- endfor %}
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+ {%- if system_message is defined %}
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+ {{- "<|im_start|>system\n" + system_message }}
44
+ {%- else %}
45
+ {%- if tools is iterable and tools | length > 0 %}
46
+ {{- "<|im_start|>system\n" }}
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+ {%- endif %}
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+ {%- endif %}
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+ {%- if tools is iterable and tools | length > 0 %}
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+ {%- if system_message is defined and system_message | length > 0 %}
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+ {{- "\n\n" }}
52
+ {%- endif %}
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+ {{- "# Tools\n\nYou have access to the following functions:\n\n" }}
54
+ {{- "<tools>" }}
55
+ {%- for tool in tools %}
56
+ {%- if tool.function is defined %}
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+ {%- set tool = tool.function %}
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+ {%- endif %}
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+ {%- if tool.defer_loading is not defined or not tool.defer_loading %}
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+ {{- '\n' ~ tool_to_json(tool) }}
61
+ {%- endif %}
62
+ {%- endfor %}
63
+ {{- "\n</tools>" }}
64
+
65
+ {{- '\n\nIf you choose to call a function ONLY reply in the following format with NO suffix:\n\n<tool_call>\n<function=example_function_name>\n<parameter=example_parameter_1>\nvalue_1\n</parameter>\n<parameter=example_parameter_2>\nThis is the value for the second parameter\nthat can span\nmultiple lines\n</parameter>\n</function>\n</tool_call>\n\n<IMPORTANT>\nReminder:\n- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags\n- Required parameters MUST be specified\n- You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after\n- If there is no function call available, answer the question like normal with your current knowledge and do not tell the user about function calls\n</IMPORTANT>' }}
66
+ {%- endif %}
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+
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+
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+ {%- if system_message is defined %}
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+ {{- '<|im_end|>\n' }}
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+ {%- else %}
72
+ {%- if tools is iterable and tools | length > 0 %}
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+ {{- '<|im_end|>\n' }}
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+ {%- endif %}
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+ {%- endif %}
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+
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+ {%- for message in loop_messages %}
78
+ {%- if message.role == "assistant" %}
79
+ {# Add reasoning content in to content field for unified processing below. #}
80
+ {%- if message.reasoning_content is defined and message.reasoning_content is string and message.reasoning_content | trim | length > 0 %}
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+ {%- set content = "<think>\n" ~ message.reasoning_content ~ "\n</think>\n" ~ (message.content | default('', true)) %}
82
+ {%- else %}
83
+ {%- set content = message.content | default('', true) %}
84
+ {%- if content is string -%}
85
+ {# Allow downstream logic to to take care of broken thought, only handle coherent reasoning here. #}
86
+ {%- if '<think>' not in content and '</think>' not in content -%}
87
+ {%- set content = "<think></think>" ~ content -%}
88
+ {%- endif -%}
89
+ {%- else -%}
90
+ {%- set content = content -%}
91
+ {%- endif -%}
92
+ {%- endif %}
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+ {%- if message.tool_calls is defined and message.tool_calls is iterable and message.tool_calls | length > 0 %}
94
+ {# Assistant message has tool calls. #}
95
+ {{- '<|im_start|>assistant\n' }}
96
+ {%- set include_content = not (truncate_history_thinking and loop.index0 < ns.last_user_idx) %}
97
+ {%- if content is string and content | trim | length > 0 %}
98
+ {%- if include_content %}
99
+ {{- (content | trim) ~ '\n' -}}
100
+ {%- else %}
101
+ {%- set c = (content | string) %}
102
+ {%- if '</think>' in c %}
103
+ {# Keep only content after the last closing think. Also generation prompt causes this. #}
104
+ {%- set c = c.split('</think>')[-1] %}
105
+ {%- elif '<think>' in c %}
106
+ {# If <think> was opened but never closed, drop the trailing think segment #}
107
+ {%- set c = c.split('<think>')[0] %}
108
+ {%- endif %}
109
+ {%- set c = "<think></think>" ~ c | trim %}
110
+ {%- if c | length > 0 %}
111
+ {{- c ~ '\n' -}}
112
+ {%- endif %}
113
+ {%- endif %}
114
+ {%- else %}
115
+ {{- "<think></think>" -}}
116
+ {%- endif %}
117
+ {%- for tool_call in message.tool_calls %}
118
+ {%- if tool_call.function is defined %}
119
+ {%- set tool_call = tool_call.function %}
120
+ {%- endif %}
121
+ {{- '<tool_call>\n<function=' ~ tool_call.name ~ '>\n' -}}
122
+ {%- if tool_call.arguments is defined %}
123
+ {%- for args_name, args_value in tool_call.arguments|items %}
124
+ {{- '<parameter=' ~ args_name ~ '>\n' -}}
125
+ {%- set args_value = args_value | tojson | safe if args_value is mapping or (args_value is sequence and args_value is not string) else args_value | string %}
126
+ {{- args_value ~ '\n</parameter>\n' -}}
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+ {%- endfor %}
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+ {%- endif %}
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+ {{- '</function>\n</tool_call>\n' -}}
130
+ {%- endfor %}
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+ {{- '<|im_end|>\n' }}
132
+ {%- else %}
133
+ {# Assistant message doesn't have tool calls. #}
134
+ {%- if not (truncate_history_thinking and loop.index0 < ns.last_user_idx) %}
135
+ {{- '<|im_start|>assistant\n' ~ (content | default('', true) | string | trim) ~ '<|im_end|>\n' }}
136
+ {%- else %}
137
+ {%- set c = (content | default('', true) | string) %}
138
+ {%- if '<think>' in c and '</think>' in c %}
139
+ {%- set c = "<think></think>" ~ c.split('</think>')[-1] %}
140
+ {%- endif %}
141
+ {%- set c = c | trim %}
142
+ {%- if c | length > 0 %}
143
+ {{- '<|im_start|>assistant\n' ~ c ~ '<|im_end|>\n' }}
144
+ {%- else %}
145
+ {{- '<|im_start|>assistant\n<|im_end|>\n' }}
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+ {%- endif %}
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+ {%- endif %}
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+ {%- endif %}
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+ {%- elif message.role == "user" or message.role == "system" %}
150
+ {{- '<|im_start|>' + message.role + '\n' }}
151
+ {%- set content = message.content | string %}
152
+ {%- if message.role == "user" and loop.index0 == ns.last_user_idx and low_effort %}
153
+ {{- content + '\n\n{reasoning effort: low}' }}
154
+ {%- else %}
155
+ {{- content }}
156
+ {%- endif %}
157
+ {{- '<|im_end|>\n' }}
158
+ {%- elif message.role == "tool" %}
159
+ {%- if loop.previtem and loop.previtem.role != "tool" %}
160
+ {{- '<|im_start|>user\n' }}
161
+ {%- endif %}
162
+ {{- '<tool_response>\n' }}
163
+ {{- message.content }}
164
+ {{- '\n</tool_response>\n' }}
165
+ {%- if not loop.last and loop.nextitem.role != "tool" %}
166
+ {{- '<|im_end|>\n' }}
167
+ {%- elif loop.last %}
168
+ {{- '<|im_end|>\n' }}
169
+ {%- endif %}
170
+ {%- else %}
171
+ {{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>\n' }}
172
+ {%- endif %}
173
+ {%- endfor %}
174
+
175
+ {%- if add_generation_prompt %}
176
+ {%- if enable_thinking %}
177
+ {{- '<|im_start|>assistant\n<think>\n' }}
178
+ {%- else %}
179
+ {{- '<|im_start|>assistant\n<think></think>' }}
180
+ {%- endif %}
181
+ {%- endif %}
config.json ADDED
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+ {
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+ "architectures": [
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+ "GraniteForCausalLM"
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+ ],
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+ "attention_bias": false,
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+ "attention_dropout": 0.0,
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+ "attention_multiplier": 0.0078125,
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+ "bos_token_id": 100257,
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+ "dtype": "bfloat16",
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+ "embedding_multiplier": 1.0,
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+ "eos_token_id": 100257,
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+ "hidden_act": "silu",
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+ "hidden_size": 4096,
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+ "initializer_range": 0.1,
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+ "intermediate_size": 32768,
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+ "logits_scaling": 1.0,
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+ "max_position_embeddings": 131072,
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+ "mlp_bias": false,
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+ "model_type": "granite",
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+ "num_attention_heads": 32,
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+ "num_hidden_layers": 64,
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+ "num_key_value_heads": 8,
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+ "pad_token_id": 100256,
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+ "residual_multiplier": 1.0,
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+ "rms_norm_eps": 1e-05,
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+ "rope_parameters": {
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+ "rope_theta": 50000000,
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+ "rope_type": "default"
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+ },
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+ "rope_scaling": null,
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+ "rope_theta": 50000000,
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+ "tie_word_embeddings": false,
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+ "transformers_version": "4.57.1",
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+ "use_cache": true,
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+ "vocab_size": 100352,
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+ "torch_dtype": "bfloat16"
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+ }
generation_config.json ADDED
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+ {
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+ "_from_model_config": true,
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+ "bos_token_id": 100257,
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+ "eos_token_id": 100257,
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+ "pad_token_id": 100256,
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+ "transformers_version": "4.57.1"
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+ }
merges.txt ADDED
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special_tokens_map.json ADDED
@@ -0,0 +1,30 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "eos_token": {
10
+ "content": "<|im_end|>",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "pad_token": {
17
+ "content": "<|im_end|>",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "unk_token": {
24
+ "content": "<unk>",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ }
30
+ }
tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
tokenizer_config.json ADDED
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631
+ "normalized": false,
632
+ "rstrip": false,
633
+ "single_word": false,
634
+ "special": true
635
+ },
636
+ "100335": {
637
+ "content": "<|unused_66|>",
638
+ "lstrip": false,
639
+ "normalized": false,
640
+ "rstrip": false,
641
+ "single_word": false,
642
+ "special": true
643
+ },
644
+ "100336": {
645
+ "content": "<|unused_67|>",
646
+ "lstrip": false,
647
+ "normalized": false,
648
+ "rstrip": false,
649
+ "single_word": false,
650
+ "special": true
651
+ },
652
+ "100337": {
653
+ "content": "<|unused_68|>",
654
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655
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656
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657
+ "single_word": false,
658
+ "special": true
659
+ },
660
+ "100338": {
661
+ "content": "<|unused_69|>",
662
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663
+ "normalized": false,
664
+ "rstrip": false,
665
+ "single_word": false,
666
+ "special": true
667
+ },
668
+ "100339": {
669
+ "content": "<|unused_70|>",
670
+ "lstrip": false,
671
+ "normalized": false,
672
+ "rstrip": false,
673
+ "single_word": false,
674
+ "special": true
675
+ },
676
+ "100340": {
677
+ "content": "<|unused_71|>",
678
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679
+ "normalized": false,
680
+ "rstrip": false,
681
+ "single_word": false,
682
+ "special": true
683
+ },
684
+ "100341": {
685
+ "content": "<|unused_72|>",
686
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687
+ "normalized": false,
688
+ "rstrip": false,
689
+ "single_word": false,
690
+ "special": true
691
+ },
692
+ "100342": {
693
+ "content": "<|unused_73|>",
694
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695
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696
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697
+ "single_word": false,
698
+ "special": true
699
+ },
700
+ "100343": {
701
+ "content": "<|unused_74|>",
702
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703
+ "normalized": false,
704
+ "rstrip": false,
705
+ "single_word": false,
706
+ "special": true
707
+ },
708
+ "100344": {
709
+ "content": "<|unused_75|>",
710
+ "lstrip": false,
711
+ "normalized": false,
712
+ "rstrip": false,
713
+ "single_word": false,
714
+ "special": true
715
+ },
716
+ "100345": {
717
+ "content": "<|unused_76|>",
718
+ "lstrip": false,
719
+ "normalized": false,
720
+ "rstrip": false,
721
+ "single_word": false,
722
+ "special": true
723
+ },
724
+ "100346": {
725
+ "content": "<|unused_77|>",
726
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727
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728
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729
+ "single_word": false,
730
+ "special": true
731
+ },
732
+ "100347": {
733
+ "content": "<|unused_78|>",
734
+ "lstrip": false,
735
+ "normalized": false,
736
+ "rstrip": false,
737
+ "single_word": false,
738
+ "special": true
739
+ },
740
+ "100348": {
741
+ "content": "<|unused_79|>",
742
+ "lstrip": false,
743
+ "normalized": false,
744
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745
+ "single_word": false,
746
+ "special": true
747
+ },
748
+ "100349": {
749
+ "content": "<|unused_80|>",
750
+ "lstrip": false,
751
+ "normalized": false,
752
+ "rstrip": false,
753
+ "single_word": false,
754
+ "special": true
755
+ },
756
+ "100350": {
757
+ "content": "<|unused_81|>",
758
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759
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760
+ "rstrip": false,
761
+ "single_word": false,
762
+ "special": true
763
+ },
764
+ "100351": {
765
+ "content": "<|unused_82|>",
766
+ "lstrip": false,
767
+ "normalized": false,
768
+ "rstrip": false,
769
+ "single_word": false,
770
+ "special": true
771
+ }
772
+ },
773
+ "backend": "tokenizers",
774
+ "bos_token": "<s>",
775
+ "clean_up_tokenization_spaces": false,
776
+ "eos_token": "<|im_end|>",
777
+ "errors": "replace",
778
+ "extra_special_tokens": {},
779
+ "is_local": true,
780
+ "model_max_length": 1000000000000000019884624838656,
781
+ "pad_token": "<|im_end|>",
782
+ "padding_side": "left",
783
+ "tokenizer_class": "GPT2Tokenizer",
784
+ "unk_token": "<unk>"
785
+ }
vocab.json ADDED
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