Instructions to use nvidia/Flora-TempSeg with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use nvidia/Flora-TempSeg with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3.5-9B") model = PeftModel.from_pretrained(base_model, "nvidia/Flora-TempSeg") - Notebooks
- Google Colab
- Kaggle
Omar L commited on
Stage final Flora-TempSeg weights
Browse filesSource: flora-share/Flora-TempSeg-Release@fc92075dc0b6b2e73d4f48f55a6fc1c034e8ed16
- .gitattributes +1 -0
- MODEL_PROVENANCE.json +13 -21
- SOURCE_MANIFEST.sha256 +8 -2
- adapter_config.json +251 -41
- adapter_model.safetensors +2 -2
- chat_template.jinja +48 -0
- processor_config.json +60 -0
- tokenizer.json +3 -0
- tokenizer_config.json +35 -0
.gitattributes
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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6c051cfaeac3bbce138ba1b95ff1e21c7f2812356c472e9a11cf4b9467099680 README.md
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06b9509352d2af50381ab2247e083b80d32d5c0aba91c272ca9ff729b6a0e523 tokenizer.json
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adapter_config.json
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|
| 82 |
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|
| 83 |
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|
| 84 |
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|
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|
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|
| 87 |
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|
| 88 |
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|
| 89 |
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|
| 90 |
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|
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|
| 92 |
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|
| 93 |
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|
| 94 |
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|
| 95 |
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|
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|
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|
| 98 |
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|
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|
| 100 |
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|
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|
| 102 |
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|
| 103 |
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|
| 104 |
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|
| 105 |
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|
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|
| 107 |
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|
| 108 |
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|
| 109 |
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|
| 110 |
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|
| 111 |
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|
| 112 |
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|
| 113 |
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|
| 114 |
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|
| 115 |
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|
| 116 |
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|
| 117 |
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|
| 118 |
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|
| 119 |
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|
| 120 |
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|
| 121 |
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|
| 122 |
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|
| 123 |
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|
| 124 |
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|
| 125 |
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|
| 126 |
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|
| 127 |
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|
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|
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|
| 130 |
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|
| 131 |
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|
| 132 |
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|
| 133 |
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|
| 134 |
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|
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|
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|
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|
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|
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|
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|
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|
| 142 |
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|
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|
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|
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|
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|
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|
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|
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|
| 150 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 173 |
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|
| 174 |
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| 176 |
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|
| 177 |
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|
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|
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|
| 181 |
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|
| 182 |
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|
| 183 |
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|
| 184 |
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|
| 185 |
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|
| 186 |
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|
| 187 |
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|
| 188 |
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|
| 189 |
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|
| 190 |
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|
| 191 |
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|
| 192 |
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|
| 193 |
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| 194 |
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|
| 195 |
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|
| 196 |
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|
| 197 |
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|
| 198 |
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|
| 199 |
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|
| 200 |
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|
| 201 |
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|
| 202 |
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|
| 203 |
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|
| 204 |
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|
| 205 |
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|
| 206 |
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|
| 207 |
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|
| 208 |
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|
| 209 |
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|
| 210 |
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|
| 211 |
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|
| 212 |
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|
| 213 |
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|
| 214 |
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|
| 215 |
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|
| 216 |
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|
| 217 |
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|
| 218 |
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|
| 219 |
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|
| 220 |
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|
| 221 |
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|
| 222 |
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|
| 223 |
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|
| 224 |
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|
| 225 |
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|
| 226 |
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|
| 227 |
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|
| 228 |
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|
| 229 |
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|
| 230 |
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|
| 231 |
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|
| 232 |
+
"model.language_model.layers.6.mlp.up_proj",
|
| 233 |
+
"model.language_model.layers.7.mlp.down_proj",
|
| 234 |
+
"model.language_model.layers.7.mlp.gate_proj",
|
| 235 |
+
"model.language_model.layers.7.mlp.up_proj",
|
| 236 |
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"model.language_model.layers.7.self_attn.k_proj",
|
| 237 |
+
"model.language_model.layers.7.self_attn.o_proj",
|
| 238 |
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|
| 239 |
+
"model.language_model.layers.7.self_attn.v_proj",
|
| 240 |
+
"model.language_model.layers.8.linear_attn.in_proj_a",
|
| 241 |
+
"model.language_model.layers.8.linear_attn.in_proj_b",
|
| 242 |
+
"model.language_model.layers.8.linear_attn.in_proj_qkv",
|
| 243 |
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"model.language_model.layers.8.linear_attn.in_proj_z",
|
| 244 |
+
"model.language_model.layers.8.linear_attn.out_proj",
|
| 245 |
+
"model.language_model.layers.8.mlp.down_proj",
|
| 246 |
+
"model.language_model.layers.8.mlp.gate_proj",
|
| 247 |
+
"model.language_model.layers.8.mlp.up_proj",
|
| 248 |
+
"model.language_model.layers.9.linear_attn.in_proj_a",
|
| 249 |
+
"model.language_model.layers.9.linear_attn.in_proj_b",
|
| 250 |
+
"model.language_model.layers.9.linear_attn.in_proj_qkv",
|
| 251 |
+
"model.language_model.layers.9.linear_attn.in_proj_z",
|
| 252 |
+
"model.language_model.layers.9.linear_attn.out_proj",
|
| 253 |
+
"model.language_model.layers.9.mlp.down_proj",
|
| 254 |
+
"model.language_model.layers.9.mlp.gate_proj",
|
| 255 |
+
"model.language_model.layers.9.mlp.up_proj"
|
| 256 |
],
|
|
|
|
| 257 |
"task_type": "CAUSAL_LM",
|
|
|
|
| 258 |
"use_dora": false,
|
| 259 |
+
"revision": "c202236235762e1c871ad0ccb60c8ee5ba337b9a",
|
| 260 |
+
"inference_mode": true
|
| 261 |
+
}
|
adapter_model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1d80fe544e4cd1a7ff6b0ea4be71e988972408dab81d4c8af72e3a628739d6c3
|
| 3 |
+
size 346302152
|
chat_template.jinja
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
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|
|
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|
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|
|
|
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|
|
|
|
|
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|
|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{%- macro render_content(content, is_system_content=false) %}
|
| 2 |
+
{%- if content is string %}
|
| 3 |
+
{{- content }}
|
| 4 |
+
{%- elif content is iterable and content is not mapping %}
|
| 5 |
+
{%- for item in content %}
|
| 6 |
+
{%- if 'image' in item or 'image_url' in item or item.type == 'image' %}
|
| 7 |
+
{%- if is_system_content %}
|
| 8 |
+
{{- raise_exception('System message cannot contain images.') }}
|
| 9 |
+
{%- endif %}
|
| 10 |
+
{{- '<|vision_start|><|image_pad|><|vision_end|>' }}
|
| 11 |
+
{%- elif 'video' in item or item.type == 'video' %}
|
| 12 |
+
{%- if is_system_content %}
|
| 13 |
+
{{- raise_exception('System message cannot contain videos.') }}
|
| 14 |
+
{%- endif %}
|
| 15 |
+
{{- '<|vision_start|><|video_pad|><|vision_end|>' }}
|
| 16 |
+
{%- elif 'text' in item %}
|
| 17 |
+
{{- item.text }}
|
| 18 |
+
{%- else %}
|
| 19 |
+
{{- raise_exception('Unexpected item type in content.') }}
|
| 20 |
+
{%- endif %}
|
| 21 |
+
{%- endfor %}
|
| 22 |
+
{%- elif content is none or content is undefined %}
|
| 23 |
+
{{- '' }}
|
| 24 |
+
{%- else %}
|
| 25 |
+
{{- raise_exception('Unexpected content type.') }}
|
| 26 |
+
{%- endif %}
|
| 27 |
+
{%- endmacro %}
|
| 28 |
+
{%- if not messages %}
|
| 29 |
+
{{- raise_exception('No messages provided.') }}
|
| 30 |
+
{%- endif %}
|
| 31 |
+
{%- if tools %}
|
| 32 |
+
{{- raise_exception('This chat template does not support tools.') }}
|
| 33 |
+
{%- endif %}
|
| 34 |
+
{%- for message in messages %}
|
| 35 |
+
{%- if message.role == 'system' %}
|
| 36 |
+
{%- if not loop.first %}
|
| 37 |
+
{{- raise_exception('System message must be first.') }}
|
| 38 |
+
{%- endif %}
|
| 39 |
+
{{- '<|im_start|>system\n' + render_content(message.content, true) + '<|im_end|>\n' }}
|
| 40 |
+
{%- elif message.role == 'user' or message.role == 'assistant' %}
|
| 41 |
+
{{- '<|im_start|>' + message.role + '\n' + render_content(message.content) + '<|im_end|>\n' }}
|
| 42 |
+
{%- else %}
|
| 43 |
+
{{- raise_exception('Only system/user/assistant roles are supported.') }}
|
| 44 |
+
{%- endif %}
|
| 45 |
+
{%- endfor %}
|
| 46 |
+
{%- if add_generation_prompt %}
|
| 47 |
+
{{- '<|im_start|>assistant\n' }}
|
| 48 |
+
{%- endif %}
|
processor_config.json
ADDED
|
@@ -0,0 +1,60 @@
|
|
|
|
|
|
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|
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|
|
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|
|
|
|
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|
|
|
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|
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|
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|
|
|
|
|
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|
|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"image_processor": {
|
| 3 |
+
"do_convert_rgb": true,
|
| 4 |
+
"do_normalize": true,
|
| 5 |
+
"do_rescale": true,
|
| 6 |
+
"do_resize": true,
|
| 7 |
+
"image_mean": [
|
| 8 |
+
0.5,
|
| 9 |
+
0.5,
|
| 10 |
+
0.5
|
| 11 |
+
],
|
| 12 |
+
"image_processor_type": "Qwen2VLImageProcessor",
|
| 13 |
+
"image_std": [
|
| 14 |
+
0.5,
|
| 15 |
+
0.5,
|
| 16 |
+
0.5
|
| 17 |
+
],
|
| 18 |
+
"merge_size": 2,
|
| 19 |
+
"patch_size": 16,
|
| 20 |
+
"resample": 3,
|
| 21 |
+
"rescale_factor": 0.00392156862745098,
|
| 22 |
+
"size": {
|
| 23 |
+
"longest_edge": 589824,
|
| 24 |
+
"shortest_edge": 1024
|
| 25 |
+
},
|
| 26 |
+
"temporal_patch_size": 2
|
| 27 |
+
},
|
| 28 |
+
"processor_class": "Qwen3VLProcessor",
|
| 29 |
+
"video_processor": {
|
| 30 |
+
"do_convert_rgb": true,
|
| 31 |
+
"do_normalize": true,
|
| 32 |
+
"do_rescale": true,
|
| 33 |
+
"do_resize": true,
|
| 34 |
+
"do_sample_frames": true,
|
| 35 |
+
"fps": 4,
|
| 36 |
+
"image_mean": [
|
| 37 |
+
0.5,
|
| 38 |
+
0.5,
|
| 39 |
+
0.5
|
| 40 |
+
],
|
| 41 |
+
"image_std": [
|
| 42 |
+
0.5,
|
| 43 |
+
0.5,
|
| 44 |
+
0.5
|
| 45 |
+
],
|
| 46 |
+
"max_frames": 128,
|
| 47 |
+
"merge_size": 2,
|
| 48 |
+
"min_frames": 4,
|
| 49 |
+
"patch_size": 16,
|
| 50 |
+
"resample": 3,
|
| 51 |
+
"rescale_factor": 0.00392156862745098,
|
| 52 |
+
"return_metadata": false,
|
| 53 |
+
"size": {
|
| 54 |
+
"longest_edge": 25165824,
|
| 55 |
+
"shortest_edge": 4096
|
| 56 |
+
},
|
| 57 |
+
"temporal_patch_size": 2,
|
| 58 |
+
"video_processor_type": "Qwen3VLVideoProcessor"
|
| 59 |
+
}
|
| 60 |
+
}
|
tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:06b9509352d2af50381ab2247e083b80d32d5c0aba91c272ca9ff729b6a0e523
|
| 3 |
+
size 19989325
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,35 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_prefix_space": false,
|
| 3 |
+
"audio_bos_token": "<|audio_start|>",
|
| 4 |
+
"audio_eos_token": "<|audio_end|>",
|
| 5 |
+
"audio_token": "<|audio_pad|>",
|
| 6 |
+
"backend": "tokenizers",
|
| 7 |
+
"bos_token": null,
|
| 8 |
+
"clean_up_tokenization_spaces": false,
|
| 9 |
+
"eos_token": "<|im_end|>",
|
| 10 |
+
"errors": "replace",
|
| 11 |
+
"image_token": "<|image_pad|>",
|
| 12 |
+
"is_local": true,
|
| 13 |
+
"local_files_only": true,
|
| 14 |
+
"max_pixels": 589824,
|
| 15 |
+
"min_pixels": 1024,
|
| 16 |
+
"model_max_length": 262144,
|
| 17 |
+
"model_specific_special_tokens": {
|
| 18 |
+
"audio_bos_token": "<|audio_start|>",
|
| 19 |
+
"audio_eos_token": "<|audio_end|>",
|
| 20 |
+
"audio_token": "<|audio_pad|>",
|
| 21 |
+
"image_token": "<|image_pad|>",
|
| 22 |
+
"video_token": "<|video_pad|>",
|
| 23 |
+
"vision_bos_token": "<|vision_start|>",
|
| 24 |
+
"vision_eos_token": "<|vision_end|>"
|
| 25 |
+
},
|
| 26 |
+
"pad_token": "<|endoftext|>",
|
| 27 |
+
"pretokenize_regex": "(?i:'s|'t|'re|'ve|'m|'ll|'d)|[^\\r\\n\\p{L}\\p{N}]?[\\p{L}\\p{M}]+|\\p{N}| ?[^\\s\\p{L}\\p{M}\\p{N}]+[\\r\\n]*|\\s*[\\r\\n]+|\\s+(?!\\S)|\\s+",
|
| 28 |
+
"processor_class": "Qwen3VLProcessor",
|
| 29 |
+
"split_special_tokens": false,
|
| 30 |
+
"tokenizer_class": "Qwen2Tokenizer",
|
| 31 |
+
"unk_token": null,
|
| 32 |
+
"video_token": "<|video_pad|>",
|
| 33 |
+
"vision_bos_token": "<|vision_start|>",
|
| 34 |
+
"vision_eos_token": "<|vision_end|>"
|
| 35 |
+
}
|