Commit
•
364a4f5
1
Parent(s):
20aaa5f
upload tokenizer (copy from 1.0) (#1)
Browse files- Upload 7 files (60713049aa1db2aec2d5f5b19769daafadabc066)
Co-authored-by: Michael <michaelfeil@users.noreply.huggingface.co>
- .gitattributes +1 -0
- chat_template.json +3 -0
- preprocessor_config.json +29 -0
- special_tokens_map.json +31 -0
- tokenizer.json +3 -0
- tokenizer_config.json +144 -0
- training_config.yml +73 -0
- vocab.json +0 -0
.gitattributes
CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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chat_template.json
ADDED
@@ -0,0 +1,3 @@
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{
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"chat_template": "{% set image_count = namespace(value=0) %}{% set video_count = namespace(value=0) %}{% for message in messages %}{% if loop.first and message['role'] != 'system' %}<|im_start|>system\nYou are a helpful assistant.<|im_end|>\n{% endif %}<|im_start|>{{ message['role'] }}\n{% if message['content'] is string %}{{ message['content'] }}<|im_end|>\n{% else %}{% for content in message['content'] %}{% if content['type'] == 'image' or 'image' in content or 'image_url' in content %}{% set image_count.value = image_count.value + 1 %}{% if add_vision_id %}Picture {{ image_count.value }}: {% endif %}<|vision_start|><|image_pad|><|vision_end|>{% elif content['type'] == 'video' or 'video' in content %}{% set video_count.value = video_count.value + 1 %}{% if add_vision_id %}Video {{ video_count.value }}: {% endif %}<|vision_start|><|video_pad|><|vision_end|>{% elif 'text' in content %}{{ content['text'] }}{% endif %}{% endfor %}<|im_end|>\n{% endif %}{% endfor %}{% if add_generation_prompt %}<|im_start|>assistant\n{% endif %}"
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}
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preprocessor_config.json
ADDED
@@ -0,0 +1,29 @@
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{
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"do_convert_rgb": true,
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"do_normalize": true,
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"do_rescale": true,
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"do_resize": true,
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"image_mean": [
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0.48145466,
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0.4578275,
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0.40821073
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],
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"image_processor_type": "Qwen2VLImageProcessor",
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"image_std": [
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0.26862954,
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0.26130258,
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0.27577711
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],
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"max_pixels": 12845056,
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"merge_size": 2,
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"min_pixels": 3136,
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"patch_size": 14,
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"processor_class": "ColQwen2Processor",
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"resample": 3,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"max_pixels": 12845056,
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"min_pixels": 3136
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},
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"temporal_patch_size": 2
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}
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special_tokens_map.json
ADDED
@@ -0,0 +1,31 @@
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{
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"additional_special_tokens": [
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"<|im_start|>",
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"<|im_end|>",
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"<|object_ref_start|>",
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"<|object_ref_end|>",
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"<|box_start|>",
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"<|box_end|>",
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"<|quad_start|>",
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"<|quad_end|>",
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"<|vision_start|>",
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"<|vision_end|>",
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"<|vision_pad|>",
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"<|image_pad|>",
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"<|video_pad|>"
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],
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"eos_token": {
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"content": "<|im_end|>",
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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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"pad_token": {
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"content": "<|endoftext|>",
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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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version https://git-lfs.github.com/spec/v1
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oid sha256:091aa7594dc2fcfbfa06b9e3c22a5f0562ac14f30375c13af7309407a0e67b8a
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size 11420371
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tokenizer_config.json
ADDED
@@ -0,0 +1,144 @@
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{
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"add_prefix_space": false,
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"added_tokens_decoder": {
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"151643": {
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"content": "<|endoftext|>",
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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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"special": true
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},
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"151644": {
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"content": "<|im_start|>",
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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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"special": true
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},
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"151645": {
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"content": "<|im_end|>",
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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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"special": true
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},
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"151646": {
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"content": "<|object_ref_start|>",
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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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"special": true
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},
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"151647": {
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"content": "<|object_ref_end|>",
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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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"special": true
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},
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"151648": {
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"content": "<|box_start|>",
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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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"special": true
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},
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"151649": {
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"content": "<|box_end|>",
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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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"special": true
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},
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"151650": {
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"content": "<|quad_start|>",
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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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"special": true
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},
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"151651": {
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"content": "<|quad_end|>",
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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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"special": true
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},
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"151652": {
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"content": "<|vision_start|>",
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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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"special": true
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},
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"151653": {
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"content": "<|vision_end|>",
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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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"special": true
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},
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"151654": {
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"content": "<|vision_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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"special": true
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},
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"151655": {
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"content": "<|image_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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"special": true
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},
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"151656": {
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"content": "<|video_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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"special": true
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}
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},
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"additional_special_tokens": [
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"<|im_start|>",
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"<|im_end|>",
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"<|object_ref_start|>",
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"<|object_ref_end|>",
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"<|box_start|>",
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"<|box_end|>",
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"<|quad_start|>",
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"<|quad_end|>",
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"<|vision_start|>",
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"<|vision_end|>",
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"<|vision_pad|>",
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"<|image_pad|>",
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"<|video_pad|>"
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],
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"bos_token": null,
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"chat_template": "{% set image_count = namespace(value=0) %}{% set video_count = namespace(value=0) %}{% for message in messages %}{% if loop.first and message['role'] != 'system' %}<|im_start|>system\nYou are a helpful assistant.<|im_end|>\n{% endif %}<|im_start|>{{ message['role'] }}\n{% if message['content'] is string %}{{ message['content'] }}<|im_end|>\n{% else %}{% for content in message['content'] %}{% if content['type'] == 'image' or 'image' in content or 'image_url' in content %}{% set image_count.value = image_count.value + 1 %}{% if add_vision_id %}Picture {{ image_count.value }}: {% endif %}<|vision_start|><|image_pad|><|vision_end|>{% elif content['type'] == 'video' or 'video' in content %}{% set video_count.value = video_count.value + 1 %}{% if add_vision_id %}Video {{ video_count.value }}: {% endif %}<|vision_start|><|video_pad|><|vision_end|>{% elif 'text' in content %}{{ content['text'] }}{% endif %}{% endfor %}<|im_end|>\n{% endif %}{% endfor %}{% if add_generation_prompt %}<|im_start|>assistant\n{% endif %}",
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"clean_up_tokenization_spaces": false,
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"eos_token": "<|im_end|>",
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"errors": "replace",
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"model_max_length": 32768,
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"pad_token": "<|endoftext|>",
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"padding_side": "left",
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"processor_class": "ColQwen2Processor",
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"split_special_tokens": false,
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"tokenizer_class": "Qwen2Tokenizer",
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"unk_token": null
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}
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training_config.yml
ADDED
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config:
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(): colpali_engine.trainer.colmodel_training.ColModelTrainingConfig
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output_dir: !path ../../../models/colqwen2-ba256-ckpt-5e-nopad
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processor:
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(): colpali_engine.utils.transformers_wrappers.AllPurposeWrapper
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class_to_instanciate: !ext colpali_engine.models.ColQwen2Processor
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pretrained_model_name_or_path: "./models/colqwen2_base" # "./models/paligemma-3b-mix-448"
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# num_image_tokens: 2048
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# max_length: 50
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model:
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(): colpali_engine.utils.transformers_wrappers.AllPurposeWrapper
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class_to_instanciate: !ext colpali_engine.models.ColQwen2
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pretrained_model_name_or_path: "./models/colqwen2_base"
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torch_dtype: !ext torch.bfloat16
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use_cache: false
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attn_implementation: "flash_attention_2"
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# device_map: "auto"
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# quantization_config:
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# (): transformers.BitsAndBytesConfig
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# load_in_4bit: true
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# bnb_4bit_quant_type: "nf4"
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# bnb_4bit_compute_dtype: "bfloat16"
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# bnb_4bit_use_double_quant: true
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dataset_loading_func: !ext colpali_engine.utils.dataset_transformation.load_train_set
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eval_dataset_loader: !import ../data/test_data.yaml
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# max_length: 50
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run_eval: true
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add_suffix: true
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loss_func:
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(): colpali_engine.loss.late_interaction_losses.ColbertPairwiseCELoss
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tr_args:
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(): transformers.training_args.TrainingArguments
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output_dir: null
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overwrite_output_dir: true
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num_train_epochs: 5
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per_device_train_batch_size: 64
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gradient_checkpointing: true
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gradient_checkpointing_kwargs: { "use_reentrant": false }
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# gradient_checkpointing: true
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# 6 x 8 gpus = 48 batch size
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# gradient_accumulation_steps: 4
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per_device_eval_batch_size: 8
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eval_strategy: "steps"
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dataloader_num_workers: 8
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# bf16: true
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save_steps: 500
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logging_steps: 10
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eval_steps: 100
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warmup_steps: 100
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learning_rate: 5e-4
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save_total_limit: 1
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# resume_from_checkpoint: true
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# optim: "paged_adamw_8bit"
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# wandb logging
|
58 |
+
# wandb_project: "colqwen2"
|
59 |
+
# run_name: "colqwen2-ba32-nolora"
|
60 |
+
report_to: "wandb"
|
61 |
+
|
62 |
+
|
63 |
+
peft_config:
|
64 |
+
(): peft.LoraConfig
|
65 |
+
r: 32
|
66 |
+
lora_alpha: 32
|
67 |
+
lora_dropout: 0.1
|
68 |
+
init_lora_weights: "gaussian"
|
69 |
+
bias: "none"
|
70 |
+
task_type: "FEATURE_EXTRACTION"
|
71 |
+
target_modules: '(.*(model).*(down_proj|gate_proj|up_proj|k_proj|q_proj|v_proj|o_proj).*$|.*(custom_text_proj).*$)'
|
72 |
+
# target_modules: '(.*(language_model).*(down_proj|gate_proj|up_proj|k_proj|q_proj|v_proj|o_proj).*$|.*(custom_text_proj).*$)'
|
73 |
+
|
vocab.json
ADDED
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