Commit ·
4f26825
0
Parent(s):
Remove obsolete checkpoints
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- .gitattributes +39 -0
- README.md +3 -0
- open_recognition_checkpoints/my_fusion_head/fusion_head.pt +3 -0
- open_recognition_checkpoints/my_fusion_head/fusion_meta.json +534 -0
- open_recognition_checkpoints/siglip2_lora_vision/README.md +206 -0
- open_recognition_checkpoints/siglip2_lora_vision/adapter_config.json +46 -0
- open_recognition_checkpoints/siglip2_lora_vision/adapter_model.safetensors +3 -0
- open_recognition_checkpoints/siglip2_lora_vision/chat_template.jinja +4 -0
- open_recognition_checkpoints/siglip2_lora_vision/clip_siglip_train_meta.json +15 -0
- open_recognition_checkpoints/siglip2_lora_vision/processor_config.json +26 -0
- open_recognition_checkpoints/siglip2_lora_vision/tokenizer.json +3 -0
- open_recognition_checkpoints/siglip2_lora_vision/tokenizer_config.json +23 -0
- open_recognition_checkpoints/siglip2_lora_vision_2epoch/README.md +206 -0
- open_recognition_checkpoints/siglip2_lora_vision_2epoch/adapter_config.json +46 -0
- open_recognition_checkpoints/siglip2_lora_vision_2epoch/adapter_model.safetensors +3 -0
- open_recognition_checkpoints/siglip2_lora_vision_2epoch/chat_template.jinja +4 -0
- open_recognition_checkpoints/siglip2_lora_vision_2epoch/clip_siglip_train_meta.json +15 -0
- open_recognition_checkpoints/siglip2_lora_vision_2epoch/processor_config.json +26 -0
- open_recognition_checkpoints/siglip2_lora_vision_2epoch/tokenizer.json +3 -0
- open_recognition_checkpoints/siglip2_lora_vision_2epoch/tokenizer_config.json +23 -0
- open_recognition_checkpoints/siglip2_lora_vision_5epoch/README.md +206 -0
- open_recognition_checkpoints/siglip2_lora_vision_5epoch/adapter_config.json +46 -0
- open_recognition_checkpoints/siglip2_lora_vision_5epoch/adapter_model.safetensors +3 -0
- open_recognition_checkpoints/siglip2_lora_vision_5epoch/chat_template.jinja +4 -0
- open_recognition_checkpoints/siglip2_lora_vision_5epoch/clip_siglip_train_meta.json +15 -0
- open_recognition_checkpoints/siglip2_lora_vision_5epoch/processor_config.json +26 -0
- open_recognition_checkpoints/siglip2_lora_vision_5epoch/tokenizer.json +3 -0
- open_recognition_checkpoints/siglip2_lora_vision_5epoch/tokenizer_config.json +23 -0
- open_recognition_checkpoints/siglip2_lora_vision_meta/README.md +206 -0
- open_recognition_checkpoints/siglip2_lora_vision_meta/adapter_config.json +46 -0
- open_recognition_checkpoints/siglip2_lora_vision_meta/adapter_model.safetensors +3 -0
- open_recognition_checkpoints/siglip2_lora_vision_meta/chat_template.jinja +4 -0
- open_recognition_checkpoints/siglip2_lora_vision_meta/clip_siglip_train_meta.json +17 -0
- open_recognition_checkpoints/siglip2_lora_vision_meta/processor_config.json +26 -0
- open_recognition_checkpoints/siglip2_lora_vision_meta/tokenizer.json +3 -0
- open_recognition_checkpoints/siglip2_lora_vision_meta/tokenizer_config.json +23 -0
- open_recognition_checkpoints/siglip_lora_vision/README.md +206 -0
- open_recognition_checkpoints/siglip_lora_vision/adapter_config.json +46 -0
- open_recognition_checkpoints/siglip_lora_vision/adapter_model.safetensors +3 -0
- open_recognition_checkpoints/siglip_lora_vision/clip_siglip_train_meta.json +17 -0
- open_recognition_checkpoints/siglip_lora_vision/processor_config.json +26 -0
- open_recognition_checkpoints/siglip_lora_vision/spiece.model +3 -0
- open_recognition_checkpoints/siglip_lora_vision/tokenizer_config.json +36 -0
- open_recognition_checkpoints/siglip_lora_vision_meta/README.md +206 -0
- open_recognition_checkpoints/siglip_lora_vision_meta/adapter_config.json +46 -0
- open_recognition_checkpoints/siglip_lora_vision_meta/adapter_model.safetensors +3 -0
- open_recognition_checkpoints/siglip_lora_vision_meta/clip_siglip_train_meta.json +17 -0
- open_recognition_checkpoints/siglip_lora_vision_meta/processor_config.json +26 -0
- open_recognition_checkpoints/siglip_lora_vision_meta/spiece.model +3 -0
- open_recognition_checkpoints/siglip_lora_vision_meta/tokenizer_config.json +36 -0
.gitattributes
ADDED
|
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
*.7z filter=lfs diff=lfs merge=lfs -text
|
| 2 |
+
*.arrow filter=lfs diff=lfs merge=lfs -text
|
| 3 |
+
*.bin filter=lfs diff=lfs merge=lfs -text
|
| 4 |
+
*.bz2 filter=lfs diff=lfs merge=lfs -text
|
| 5 |
+
*.ckpt filter=lfs diff=lfs merge=lfs -text
|
| 6 |
+
*.ftz filter=lfs diff=lfs merge=lfs -text
|
| 7 |
+
*.gz filter=lfs diff=lfs merge=lfs -text
|
| 8 |
+
*.h5 filter=lfs diff=lfs merge=lfs -text
|
| 9 |
+
*.joblib filter=lfs diff=lfs merge=lfs -text
|
| 10 |
+
*.lfs.* filter=lfs diff=lfs merge=lfs -text
|
| 11 |
+
*.mlmodel filter=lfs diff=lfs merge=lfs -text
|
| 12 |
+
*.model filter=lfs diff=lfs merge=lfs -text
|
| 13 |
+
*.msgpack filter=lfs diff=lfs merge=lfs -text
|
| 14 |
+
*.npy filter=lfs diff=lfs merge=lfs -text
|
| 15 |
+
*.npz filter=lfs diff=lfs merge=lfs -text
|
| 16 |
+
*.onnx filter=lfs diff=lfs merge=lfs -text
|
| 17 |
+
*.ot filter=lfs diff=lfs merge=lfs -text
|
| 18 |
+
*.parquet filter=lfs diff=lfs merge=lfs -text
|
| 19 |
+
*.pb filter=lfs diff=lfs merge=lfs -text
|
| 20 |
+
*.pickle filter=lfs diff=lfs merge=lfs -text
|
| 21 |
+
*.pkl filter=lfs diff=lfs merge=lfs -text
|
| 22 |
+
*.pt filter=lfs diff=lfs merge=lfs -text
|
| 23 |
+
*.pth filter=lfs diff=lfs merge=lfs -text
|
| 24 |
+
*.rar filter=lfs diff=lfs merge=lfs -text
|
| 25 |
+
*.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 26 |
+
saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
| 27 |
+
*.tar.* filter=lfs diff=lfs merge=lfs -text
|
| 28 |
+
*.tar filter=lfs diff=lfs merge=lfs -text
|
| 29 |
+
*.tflite filter=lfs diff=lfs merge=lfs -text
|
| 30 |
+
*.tgz filter=lfs diff=lfs merge=lfs -text
|
| 31 |
+
*.wasm filter=lfs diff=lfs merge=lfs -text
|
| 32 |
+
*.xz filter=lfs diff=lfs merge=lfs -text
|
| 33 |
+
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 34 |
+
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 35 |
+
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
| 36 |
+
open_recognition_checkpoints/siglip2_lora_vision_2epoch/tokenizer.json filter=lfs diff=lfs merge=lfs -text
|
| 37 |
+
open_recognition_checkpoints/siglip2_lora_vision_5epoch/tokenizer.json filter=lfs diff=lfs merge=lfs -text
|
| 38 |
+
open_recognition_checkpoints/siglip2_lora_vision_meta/tokenizer.json filter=lfs diff=lfs merge=lfs -text
|
| 39 |
+
open_recognition_checkpoints/siglip2_lora_vision/tokenizer.json filter=lfs diff=lfs merge=lfs -text
|
README.md
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: mit
|
| 3 |
+
---
|
open_recognition_checkpoints/my_fusion_head/fusion_head.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:22212a3fb20d8e0c9a40d001aead10df301ca06a9b41e7dd8aaa0aca8f486e98
|
| 3 |
+
size 3184
|
open_recognition_checkpoints/my_fusion_head/fusion_meta.json
ADDED
|
@@ -0,0 +1,534 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": "clip_siglip_metadata_fusion_v1",
|
| 3 |
+
"model_id": "google/siglip2-base-patch16-512",
|
| 4 |
+
"weak_split": "latitude_sampling_notes_4",
|
| 5 |
+
"weak_col": "weak_context_text",
|
| 6 |
+
"class_col": "taxon_key",
|
| 7 |
+
"prompt_col": "label_text",
|
| 8 |
+
"labels_sorted": [
|
| 9 |
+
"Agenioideus__nigricornis",
|
| 10 |
+
"Agrotis__infusa",
|
| 11 |
+
"Aiolopus__thalassinus",
|
| 12 |
+
"Anacanthella__angustifrons",
|
| 13 |
+
"Anamesia__polyzona",
|
| 14 |
+
"Anoplius__amoenulus",
|
| 15 |
+
"Anoplius__sp.",
|
| 16 |
+
"Ataxigamia__tatei",
|
| 17 |
+
"Austracris__basalis",
|
| 18 |
+
"Austracris__guttulosa",
|
| 19 |
+
"Austroicetes__cruciata",
|
| 20 |
+
"Austroicetes__pusilla",
|
| 21 |
+
"Austroicetes__tenuicornis",
|
| 22 |
+
"Austroicetes__tricolor",
|
| 23 |
+
"Austroplebeia__australis",
|
| 24 |
+
"Austroplebeia__cassiae",
|
| 25 |
+
"Austroplebeia__sp.",
|
| 26 |
+
"Austrothurgus__rubricatus",
|
| 27 |
+
"Batozonellus__vespoides",
|
| 28 |
+
"Blaberus__giganteus",
|
| 29 |
+
"Boreoides__Subulatus",
|
| 30 |
+
"Boreoides__subulatus",
|
| 31 |
+
"Brachyhesma__rossi",
|
| 32 |
+
"Braunsapis__clarissima",
|
| 33 |
+
"Braunsapis__diminuta",
|
| 34 |
+
"Braunsapis__diminutoides",
|
| 35 |
+
"Braunsapis__hyalina",
|
| 36 |
+
"Braunsapis__praesumptiosa",
|
| 37 |
+
"Braunsapis__simillima",
|
| 38 |
+
"Braunsapis__sp.",
|
| 39 |
+
"Braunsapis__unicolor",
|
| 40 |
+
"Braunsapis__verticalis",
|
| 41 |
+
"Caenoprosopon__nigrovittatum",
|
| 42 |
+
"Caenoprosopon__trichocerum",
|
| 43 |
+
"Callohesma__sp.",
|
| 44 |
+
"Calolampra__sp.",
|
| 45 |
+
"Celatoblatta__perpolita",
|
| 46 |
+
"Celatoblatta__shelfordi",
|
| 47 |
+
"Ceratina__sp.",
|
| 48 |
+
"Ceropales__sp.",
|
| 49 |
+
"Chasmia__bifasciata",
|
| 50 |
+
"Chasmia__insularis",
|
| 51 |
+
"Chasmia__parva",
|
| 52 |
+
"Chasmia__subhastata",
|
| 53 |
+
"Chortoicetes__terminifera",
|
| 54 |
+
"Chrysomya__megacephala",
|
| 55 |
+
"Coelioxys__albolineata",
|
| 56 |
+
"Coelioxys__sp.",
|
| 57 |
+
"Copidapha__clavata",
|
| 58 |
+
"Copidapha__concolor",
|
| 59 |
+
"Copidapha__gemina",
|
| 60 |
+
"Copidapha__lasiophthalma",
|
| 61 |
+
"Copidapha__mackerrasi",
|
| 62 |
+
"Copidapha__maculiventris",
|
| 63 |
+
"Copidapha__neoconcolor",
|
| 64 |
+
"Copidapha__neotricolor",
|
| 65 |
+
"Copidapha__occidentalis",
|
| 66 |
+
"Copidapha__orientalis",
|
| 67 |
+
"Copidapha__regisgeorgii",
|
| 68 |
+
"Copidapha__subappendiculata",
|
| 69 |
+
"Copidapha__subcontigua",
|
| 70 |
+
"Cosmoclostis__aglaodesma",
|
| 71 |
+
"Cosmozosteria__bicolor",
|
| 72 |
+
"Cosmozosteria__gloriosa",
|
| 73 |
+
"Cosmozosteria__lateralis",
|
| 74 |
+
"Cosmozosteria__mesomacula",
|
| 75 |
+
"Cosmozosteria__musgravei",
|
| 76 |
+
"Cosmozosteria__sloanei",
|
| 77 |
+
"Cosmozosteria__sp.",
|
| 78 |
+
"Cosmozosteria__striata",
|
| 79 |
+
"Cosmozosteria__subzonata",
|
| 80 |
+
"Cosmozosteria__trifasciata",
|
| 81 |
+
"Cosmozosteria__zonata",
|
| 82 |
+
"Cryptocheilus__australis",
|
| 83 |
+
"Cryptocheilus__distinctus",
|
| 84 |
+
"Cryptocheilus__sp.",
|
| 85 |
+
"Ctenostegus__buromi",
|
| 86 |
+
"Ctenostegus__cinctus",
|
| 87 |
+
"Ctenostegus__coracinus",
|
| 88 |
+
"Ctenostegus__gracilis",
|
| 89 |
+
"Ctenostegus__hilli",
|
| 90 |
+
"Ctenostegus__immitis",
|
| 91 |
+
"Ctenostegus__jariti",
|
| 92 |
+
"Ctenostegus__koora",
|
| 93 |
+
"Ctenostegus__ornatus",
|
| 94 |
+
"Ctenostegus__ouyen",
|
| 95 |
+
"Ctenostegus__spilotus",
|
| 96 |
+
"Ctenostegus__thoorka",
|
| 97 |
+
"Ctenostegus__warragai",
|
| 98 |
+
"Ctenostegus__woomba",
|
| 99 |
+
"Cydistomyia__doddi",
|
| 100 |
+
"Cydistomyia__duplonotata",
|
| 101 |
+
"Cydistomyia__laticallosa",
|
| 102 |
+
"Cydistomyia__magnetica",
|
| 103 |
+
"Cydistomyia__musgravii",
|
| 104 |
+
"Cydistomyia__nigropicta",
|
| 105 |
+
"Cydistomyia__pruina",
|
| 106 |
+
"Cydistomyia__pseudoardens",
|
| 107 |
+
"Cydistomyia__pseudobrevior",
|
| 108 |
+
"Cydistomyia__rivularis",
|
| 109 |
+
"Cydistomyia__sp.",
|
| 110 |
+
"Cydistomyia__torresi",
|
| 111 |
+
"Cydistomyia__victoriensis",
|
| 112 |
+
"Dasybasis__acutipalpis",
|
| 113 |
+
"Dasybasis__appendiculata",
|
| 114 |
+
"Dasybasis__caesia",
|
| 115 |
+
"Dasybasis__clavicallosa",
|
| 116 |
+
"Dasybasis__constans",
|
| 117 |
+
"Dasybasis__dixoni",
|
| 118 |
+
"Dasybasis__dubiosa",
|
| 119 |
+
"Dasybasis__dycei",
|
| 120 |
+
"Dasybasis__edentula",
|
| 121 |
+
"Dasybasis__eidsvoldensis",
|
| 122 |
+
"Dasybasis__englishae",
|
| 123 |
+
"Dasybasis__fullerae",
|
| 124 |
+
"Dasybasis__gentilis",
|
| 125 |
+
"Dasybasis__germanica",
|
| 126 |
+
"Dasybasis__gregaria",
|
| 127 |
+
"Dasybasis__hebes",
|
| 128 |
+
"Dasybasis__hobartiensis",
|
| 129 |
+
"Dasybasis__innotata",
|
| 130 |
+
"Dasybasis__macrophthalma",
|
| 131 |
+
"Dasybasis__moretonensis",
|
| 132 |
+
"Dasybasis__nemopunctata",
|
| 133 |
+
"Dasybasis__nemotuberculata",
|
| 134 |
+
"Dasybasis__neobasalis",
|
| 135 |
+
"Dasybasis__neocirrus",
|
| 136 |
+
"Dasybasis__neolatifrons",
|
| 137 |
+
"Dasybasis__nigrosa",
|
| 138 |
+
"Dasybasis__norrisi",
|
| 139 |
+
"Dasybasis__ochreoflava",
|
| 140 |
+
"Dasybasis__oculata",
|
| 141 |
+
"Dasybasis__parabasalis",
|
| 142 |
+
"Dasybasis__parva",
|
| 143 |
+
"Dasybasis__sp.",
|
| 144 |
+
"Dasybasis__spadix",
|
| 145 |
+
"Dasybasis__subornata",
|
| 146 |
+
"Dasybasis__tasmaniensis",
|
| 147 |
+
"Dasybasis__trilinealis",
|
| 148 |
+
"Dasybasis__vespiformis",
|
| 149 |
+
"Dasybasis__vetusta",
|
| 150 |
+
"Dasybasis__vicina",
|
| 151 |
+
"Diploptera__punctata",
|
| 152 |
+
"Drymaplaneta__communis",
|
| 153 |
+
"Drymaplaneta__lobipennis",
|
| 154 |
+
"Drymaplaneta__semivitta",
|
| 155 |
+
"Drymaplaneta__shelfordi",
|
| 156 |
+
"Ectenopsis__angusta",
|
| 157 |
+
"Ephutomorpha__ferruginata",
|
| 158 |
+
"Ephutomorpha__minuscula",
|
| 159 |
+
"Ephutomorpha__sp.",
|
| 160 |
+
"Eppertia__furcata",
|
| 161 |
+
"Euhesma__goodeniae",
|
| 162 |
+
"Euhesma__nitidifrons",
|
| 163 |
+
"Euhesma__serrata",
|
| 164 |
+
"Euhesma__sp.",
|
| 165 |
+
"Euhesma__sybilae",
|
| 166 |
+
"Euhesma__yellowdinensis",
|
| 167 |
+
"Euryglossa__adelaidae",
|
| 168 |
+
"Euryglossa__edwardsii",
|
| 169 |
+
"Euryglossa__ephippiata",
|
| 170 |
+
"Euryglossa__frenchii",
|
| 171 |
+
"Euryglossa__rubricata",
|
| 172 |
+
"Euryglossa__salaris",
|
| 173 |
+
"Euryglossa__sp.",
|
| 174 |
+
"Euryglossina__cardaleae",
|
| 175 |
+
"Euryglossina__hypochroma",
|
| 176 |
+
"Euryglossina__n. sp.",
|
| 177 |
+
"Euryglossina__proctotrypoides",
|
| 178 |
+
"Euryglossina__sp.",
|
| 179 |
+
"Euryglossula__flava",
|
| 180 |
+
"Euryglossula__sp.",
|
| 181 |
+
"Euzosteria__nobilis",
|
| 182 |
+
"Euzosteria__sordida",
|
| 183 |
+
"Euzosteria__subreflexa",
|
| 184 |
+
"Exelastis__phlyctaenias",
|
| 185 |
+
"Exoneura__concinnula",
|
| 186 |
+
"Exoneura__laeta",
|
| 187 |
+
"Exoneura__maculata",
|
| 188 |
+
"Exoneura__minutissima",
|
| 189 |
+
"Exoneura__montana",
|
| 190 |
+
"Exoneura__obliterata",
|
| 191 |
+
"Exoneura__richardsoni",
|
| 192 |
+
"Exoneura__robusta",
|
| 193 |
+
"Exoneura__xanthoclypeata",
|
| 194 |
+
"Exoneurella__eremophila",
|
| 195 |
+
"Exoneurella__lawsoni",
|
| 196 |
+
"Exoneurella__setosa",
|
| 197 |
+
"Exoneurella__tridentata",
|
| 198 |
+
"Ferreola__handschini",
|
| 199 |
+
"Ferreola__sp.",
|
| 200 |
+
"Froggattina__australis",
|
| 201 |
+
"Geoscapheus__robustus",
|
| 202 |
+
"Hemelytroblatta__cerverae",
|
| 203 |
+
"Hemipepsis__australasiae",
|
| 204 |
+
"Hepalastis__pumilio",
|
| 205 |
+
"Heterodontonyx__bicolor",
|
| 206 |
+
"Heteropternis__obscurella",
|
| 207 |
+
"Homalictus__andrewsi",
|
| 208 |
+
"Homalictus__brevicornutus",
|
| 209 |
+
"Homalictus__urbanus",
|
| 210 |
+
"Homalictus__woodsi",
|
| 211 |
+
"Hylaeus__albonitens",
|
| 212 |
+
"Hylaeus__alcyoneus",
|
| 213 |
+
"Hylaeus__amiculiformis",
|
| 214 |
+
"Hylaeus__aralis",
|
| 215 |
+
"Hylaeus__bituberculatus",
|
| 216 |
+
"Hylaeus__chlorosomus",
|
| 217 |
+
"Hylaeus__chromaticus",
|
| 218 |
+
"Hylaeus__chrysaspis",
|
| 219 |
+
"Hylaeus__dromedarius",
|
| 220 |
+
"Hylaeus__elegans",
|
| 221 |
+
"Hylaeus__eugeniellus",
|
| 222 |
+
"Hylaeus__euxanthus",
|
| 223 |
+
"Hylaeus__husela",
|
| 224 |
+
"Hylaeus__huselus",
|
| 225 |
+
"Hylaeus__lateralis",
|
| 226 |
+
"Hylaeus__littleri",
|
| 227 |
+
"Hylaeus__maiellus",
|
| 228 |
+
"Hylaeus__minusculus",
|
| 229 |
+
"Hylaeus__perhumilis",
|
| 230 |
+
"Hylaeus__philoleucus",
|
| 231 |
+
"Hylaeus__proximus",
|
| 232 |
+
"Hylaeus__quadratus",
|
| 233 |
+
"Hylaeus__rotundiceps",
|
| 234 |
+
"Hylaeus__ruficeps",
|
| 235 |
+
"Hylaeus__theodorei",
|
| 236 |
+
"Hylaeus__trimerops",
|
| 237 |
+
"Hylaeus__violaceus",
|
| 238 |
+
"Hylaeus__vittatifrons",
|
| 239 |
+
"Hyleoides__bivulnerata",
|
| 240 |
+
"Hyleoides__concinna",
|
| 241 |
+
"Hyleoides__zonalis",
|
| 242 |
+
"Hyphesma__atromicans",
|
| 243 |
+
"Hyphesma__sp.",
|
| 244 |
+
"Imbophorus__aptalis",
|
| 245 |
+
"Inopus__grossus",
|
| 246 |
+
"Inopus__hitchcocki",
|
| 247 |
+
"Inopus__nr. rubriceps",
|
| 248 |
+
"Inopus__rubriceps",
|
| 249 |
+
"Inopus__sp.",
|
| 250 |
+
"Japenoides__nigricostus",
|
| 251 |
+
"Japenoides__veitchi",
|
| 252 |
+
"Lasioglossum__castor",
|
| 253 |
+
"Lasioglossum__chapmani",
|
| 254 |
+
"Lasioglossum__cognatum",
|
| 255 |
+
"Lasioglossum__convexum",
|
| 256 |
+
"Lasioglossum__ebeneum",
|
| 257 |
+
"Lasioglossum__eremaean",
|
| 258 |
+
"Lasioglossum__expansifrons",
|
| 259 |
+
"Lasioglossum__fasciatum",
|
| 260 |
+
"Lasioglossum__florale",
|
| 261 |
+
"Lasioglossum__gynochilum",
|
| 262 |
+
"Lasioglossum__helichrysi",
|
| 263 |
+
"Lasioglossum__imitans",
|
| 264 |
+
"Lasioglossum__immaculatum",
|
| 265 |
+
"Lasioglossum__instabilis",
|
| 266 |
+
"Lasioglossum__lanarium",
|
| 267 |
+
"Lasioglossum__litovillum",
|
| 268 |
+
"Lasioglossum__littleri",
|
| 269 |
+
"Lasioglossum__mediopolitum",
|
| 270 |
+
"Lasioglossum__mesostenoideum",
|
| 271 |
+
"Lasioglossum__mirandum",
|
| 272 |
+
"Lasioglossum__mundulum",
|
| 273 |
+
"Lasioglossum__orbatum",
|
| 274 |
+
"Lasioglossum__pachycephalum",
|
| 275 |
+
"Lasioglossum__platycephalum",
|
| 276 |
+
"Lasioglossum__sororculum",
|
| 277 |
+
"Lasioglossum__supralucens",
|
| 278 |
+
"Lasioglossum__tamburinei",
|
| 279 |
+
"Lasioglossum__triangulatum",
|
| 280 |
+
"Lasioglossum__victoriae",
|
| 281 |
+
"Lasioglossum__willsi",
|
| 282 |
+
"Laxta__aptera",
|
| 283 |
+
"Laxta__friedmani",
|
| 284 |
+
"Laxta__granicollis",
|
| 285 |
+
"Laxta__granulosa",
|
| 286 |
+
"Laxta__jeanneae",
|
| 287 |
+
"Laxta__rieki",
|
| 288 |
+
"Laxta__sp.",
|
| 289 |
+
"Lilaea__fuliginosa",
|
| 290 |
+
"Lilaea__lurida",
|
| 291 |
+
"Lilaea__paralurida",
|
| 292 |
+
"Lipotriches__australica",
|
| 293 |
+
"Lipotriches__cyanella",
|
| 294 |
+
"Lipotriches__flavoviridis",
|
| 295 |
+
"Lipotriches__gracilipes",
|
| 296 |
+
"Lipotriches__hippophila",
|
| 297 |
+
"Lipotriches__nana",
|
| 298 |
+
"Lipotriches__ulongensis",
|
| 299 |
+
"Litopeltis__biolleyi",
|
| 300 |
+
"Maclystria__planicosta",
|
| 301 |
+
"Maclystria__sp. 1",
|
| 302 |
+
"Macrazelota__cervina",
|
| 303 |
+
"Macrocerca__shelfordi",
|
| 304 |
+
"Macrotona__australis",
|
| 305 |
+
"Macrotona__genicularis",
|
| 306 |
+
"Macrotona__lineosa",
|
| 307 |
+
"Macrotona__mjobergi",
|
| 308 |
+
"Macrotona__modesta",
|
| 309 |
+
"Macrotona__securiformis",
|
| 310 |
+
"Macrotona__sp. 1",
|
| 311 |
+
"Macrotona__sp. 10",
|
| 312 |
+
"Macrotona__sp. 12",
|
| 313 |
+
"Macrotona__sp. 14",
|
| 314 |
+
"Macrotona__sp. 15",
|
| 315 |
+
"Macrotona__sp. 17",
|
| 316 |
+
"Macrotona__sp. 18",
|
| 317 |
+
"Macrotona__sp. 19",
|
| 318 |
+
"Macrotona__sp. 2",
|
| 319 |
+
"Macrotona__sp. 21",
|
| 320 |
+
"Macrotona__sp. 22",
|
| 321 |
+
"Macrotona__sp. 23",
|
| 322 |
+
"Macrotona__sp. 29",
|
| 323 |
+
"Macrotona__sp. 31",
|
| 324 |
+
"Macrotona__sp. 36",
|
| 325 |
+
"Macrotona__sp. 4",
|
| 326 |
+
"Macrotona__sp. 7",
|
| 327 |
+
"Megachile__atrella",
|
| 328 |
+
"Megachile__captionis",
|
| 329 |
+
"Megachile__darwiniana",
|
| 330 |
+
"Megachile__deanii",
|
| 331 |
+
"Megachile__erythropyga",
|
| 332 |
+
"Megachile__fabricator",
|
| 333 |
+
"Megachile__ferox",
|
| 334 |
+
"Megachile__heriadiformis",
|
| 335 |
+
"Megachile__leucopyga",
|
| 336 |
+
"Megachile__lineatipes",
|
| 337 |
+
"Megachile__lucidiventris",
|
| 338 |
+
"Megachile__macularis",
|
| 339 |
+
"Megachile__monkmani",
|
| 340 |
+
"Megachile__monstrosa",
|
| 341 |
+
"Megachile__mystacea",
|
| 342 |
+
"Megachile__mystaceana",
|
| 343 |
+
"Megachile__oblonga",
|
| 344 |
+
"Megachile__ordinaria",
|
| 345 |
+
"Megachile__phenacopyga",
|
| 346 |
+
"Megachile__ramulipes",
|
| 347 |
+
"Megachile__rhodogastra",
|
| 348 |
+
"Megachile__rhodura",
|
| 349 |
+
"Megachile__rugosa",
|
| 350 |
+
"Megachile__semicandens",
|
| 351 |
+
"Megachile__semiluctuosa",
|
| 352 |
+
"Megachile__serricauda",
|
| 353 |
+
"Megachile__sp.",
|
| 354 |
+
"Megachile__tosticauda",
|
| 355 |
+
"Megachile__ustulata",
|
| 356 |
+
"Megachile__vestitor",
|
| 357 |
+
"Megalorhipida__leucodactyla",
|
| 358 |
+
"Megazosteria__patula",
|
| 359 |
+
"Melanozosteria__aterrima",
|
| 360 |
+
"Melanozosteria__ayrensis",
|
| 361 |
+
"Melanozosteria__capitolina",
|
| 362 |
+
"Melanozosteria__castanea",
|
| 363 |
+
"Melanozosteria__circumducta",
|
| 364 |
+
"Melanozosteria__dookiensis",
|
| 365 |
+
"Melanozosteria__montana",
|
| 366 |
+
"Melanozosteria__morosa",
|
| 367 |
+
"Melanozosteria__nitida",
|
| 368 |
+
"Melanozosteria__nitidella",
|
| 369 |
+
"Melanozosteria__obscura",
|
| 370 |
+
"Melanozosteria__occidentalis",
|
| 371 |
+
"Melanozosteria__popeae",
|
| 372 |
+
"Melanozosteria__ruficeps",
|
| 373 |
+
"Melanozosteria__sp.",
|
| 374 |
+
"Melanozosteria__spryi",
|
| 375 |
+
"Melanozosteria__subbifasciata",
|
| 376 |
+
"Melanozosteria__triangulata",
|
| 377 |
+
"Melanozosteria__uncinata",
|
| 378 |
+
"Meroglossa__eucalypti",
|
| 379 |
+
"Meroglossa__gemmata",
|
| 380 |
+
"Meroglossa__impressifrons",
|
| 381 |
+
"Meroglossa__modesta",
|
| 382 |
+
"Meroglossa__setifera",
|
| 383 |
+
"Meroglossa__striaticeps",
|
| 384 |
+
"Methana__caneae",
|
| 385 |
+
"Methana__curvigera",
|
| 386 |
+
"Methana__marginalis",
|
| 387 |
+
"Methana__sp.",
|
| 388 |
+
"Micreola__sp.",
|
| 389 |
+
"Micreola__sp. 1",
|
| 390 |
+
"Micreola__sp. 10",
|
| 391 |
+
"Micreola__sp. 15",
|
| 392 |
+
"Micreola__sp. 16",
|
| 393 |
+
"Micreola__sp. 17",
|
| 394 |
+
"Micreola__sp. 18",
|
| 395 |
+
"Micreola__sp. 19",
|
| 396 |
+
"Micreola__sp. 21",
|
| 397 |
+
"Micreola__sp. 22",
|
| 398 |
+
"Micreola__sp. 3",
|
| 399 |
+
"Micreola__sp. 4",
|
| 400 |
+
"Micreola__sp. 5",
|
| 401 |
+
"Micreola__sp. 8",
|
| 402 |
+
"Molytria__perplexa",
|
| 403 |
+
"Nauphoeta__cinerea",
|
| 404 |
+
"Neogeoscapheus__hirsuta",
|
| 405 |
+
"Neolaxta__mackerrasae",
|
| 406 |
+
"Nomia__sp.",
|
| 407 |
+
"Pachyprosopis__angophorae",
|
| 408 |
+
"Pachyprosopis__haematostoma",
|
| 409 |
+
"Pachyprosopis__kellyi",
|
| 410 |
+
"Pachyprosopis__mirabilis",
|
| 411 |
+
"Pachyprosopis__sp.",
|
| 412 |
+
"Palaeorhiza__parallela",
|
| 413 |
+
"Palaeorhiza__sp.",
|
| 414 |
+
"Panesthia__ancaudellioides",
|
| 415 |
+
"Panesthia__cribrata",
|
| 416 |
+
"Panesthia__matthewsi",
|
| 417 |
+
"Panesthia__sloanei",
|
| 418 |
+
"Panesthia__tryoni",
|
| 419 |
+
"Paracolletes__sp.",
|
| 420 |
+
"Paracyphononyx__sp.",
|
| 421 |
+
"Periplaneta__americana",
|
| 422 |
+
"Periplaneta__australasiae",
|
| 423 |
+
"Periplaneta__brunnea",
|
| 424 |
+
"Perloccia__evittata",
|
| 425 |
+
"Platyzosteria__ainsliensis",
|
| 426 |
+
"Platyzosteria__anceps",
|
| 427 |
+
"Platyzosteria__armata",
|
| 428 |
+
"Platyzosteria__biglumis",
|
| 429 |
+
"Platyzosteria__coolgardiensis",
|
| 430 |
+
"Platyzosteria__jungi",
|
| 431 |
+
"Platyzosteria__melanaria",
|
| 432 |
+
"Platyzosteria__scabra",
|
| 433 |
+
"Platyzosteria__scabrella",
|
| 434 |
+
"Platyzosteria__sp.",
|
| 435 |
+
"Platyzosteria__spatiosa",
|
| 436 |
+
"Platyzosteria__stradbrokensis",
|
| 437 |
+
"Platyzosteria__subaptera",
|
| 438 |
+
"Platyzosteria__tenuis",
|
| 439 |
+
"Polyzosteria__cuprea",
|
| 440 |
+
"Polyzosteria__fulgens",
|
| 441 |
+
"Polyzosteria__mitchelli",
|
| 442 |
+
"Pompilus__cinereus",
|
| 443 |
+
"Pseudotabanus__alcocki",
|
| 444 |
+
"Pseudotabanus__burnsi",
|
| 445 |
+
"Pseudotabanus__montana",
|
| 446 |
+
"Pseudotabanus__obscurus",
|
| 447 |
+
"Pseudotabanus__silvester",
|
| 448 |
+
"Pseudotabanus__trypherus",
|
| 449 |
+
"Pterophoridae__sp.",
|
| 450 |
+
"Pycnoscelus__sp.",
|
| 451 |
+
"Pycnoscelus__surinamensis",
|
| 452 |
+
"Scaptia__patula",
|
| 453 |
+
"Scaptia__pulchra",
|
| 454 |
+
"Scaptia__testacea",
|
| 455 |
+
"Scaptia__tricolor",
|
| 456 |
+
"Schizobothrus__flavovittatus",
|
| 457 |
+
"Sinpunctiptilia__emissalis",
|
| 458 |
+
"Sphecodes__sp.",
|
| 459 |
+
"Sphenarches__anisodactylus",
|
| 460 |
+
"Stangeia__xerodes",
|
| 461 |
+
"Stenocatantops__angustifrons",
|
| 462 |
+
"Stenocatantops__vitripennis",
|
| 463 |
+
"Stenoptilia__zophodactylus",
|
| 464 |
+
"Stenoptilodes__taprobanes",
|
| 465 |
+
"Sumbilvia__sp. 1",
|
| 466 |
+
"Sumbilvia__sp. 11",
|
| 467 |
+
"Sumbilvia__sp. 2",
|
| 468 |
+
"Sumbilvia__sp. 4",
|
| 469 |
+
"Sumbilvia__sp. 5",
|
| 470 |
+
"Sumbilvia__sp. 6",
|
| 471 |
+
"Sumbilvia__sp. 7",
|
| 472 |
+
"Sumbilvia__sp. 8",
|
| 473 |
+
"Sumbilvia__sp. 9",
|
| 474 |
+
"Tabanus__aurivittatus",
|
| 475 |
+
"Tabanus__australicus",
|
| 476 |
+
"Tabanus__ceylonicus",
|
| 477 |
+
"Tabanus__cinerescens",
|
| 478 |
+
"Tabanus__cohaerens",
|
| 479 |
+
"Tabanus__concolor",
|
| 480 |
+
"Tabanus__davidsoni",
|
| 481 |
+
"Tabanus__denticulatus",
|
| 482 |
+
"Tabanus__notatus",
|
| 483 |
+
"Tabanus__obscurilineatus",
|
| 484 |
+
"Tabanus__pallipennis",
|
| 485 |
+
"Tabanus__parvicallosus",
|
| 486 |
+
"Tabanus__pollinosus",
|
| 487 |
+
"Tabanus__praepositus",
|
| 488 |
+
"Tabanus__queenslandii",
|
| 489 |
+
"Tabanus__rosselensis",
|
| 490 |
+
"Tabanus__semicircularis",
|
| 491 |
+
"Tabanus__sequens",
|
| 492 |
+
"Tabanus__serus",
|
| 493 |
+
"Tabanus__sp.",
|
| 494 |
+
"Tabanus__strangmannii",
|
| 495 |
+
"Tabanus__stueberi",
|
| 496 |
+
"Tabanus__subrecusans",
|
| 497 |
+
"Tabanus__townsvilli",
|
| 498 |
+
"Telostegus__nigrocinerascens",
|
| 499 |
+
"Telostegus__thomisivorus",
|
| 500 |
+
"Tetragonula__carbonaria",
|
| 501 |
+
"Tetragonula__hockingsi",
|
| 502 |
+
"Tetragonula__mellipes",
|
| 503 |
+
"Tetragonula__sapiens",
|
| 504 |
+
"Tetragonula__sp.",
|
| 505 |
+
"Tetrix__collina",
|
| 506 |
+
"Tetrix__phrynus",
|
| 507 |
+
"Theomolpus__badius",
|
| 508 |
+
"Theomolpus__pulcher",
|
| 509 |
+
"Thyreus__caeruleopunctatus",
|
| 510 |
+
"Thyreus__lugubris",
|
| 511 |
+
"Thyreus__sp.",
|
| 512 |
+
"Thyreus__waroonensis",
|
| 513 |
+
"Trichoptilus__ceramodes",
|
| 514 |
+
"Triclista__guttata",
|
| 515 |
+
"Triclista__singularis",
|
| 516 |
+
"Trogaspidia__lalokia",
|
| 517 |
+
"Turneromyia__ahrimanes",
|
| 518 |
+
"Turneromyia__frontalis",
|
| 519 |
+
"Turneromyia__labilis",
|
| 520 |
+
"Turneromyia__melancholica",
|
| 521 |
+
"Turneromyia__semiluctuosa",
|
| 522 |
+
"Turneromyia__senex",
|
| 523 |
+
"Xanthesma__furcifera",
|
| 524 |
+
"Xypechtia__rubripes",
|
| 525 |
+
"Xypechtia__testacea"
|
| 526 |
+
],
|
| 527 |
+
"fusion_hidden": 64,
|
| 528 |
+
"train_split": "train",
|
| 529 |
+
"species_split_filter": null,
|
| 530 |
+
"epochs": 5,
|
| 531 |
+
"batch_size": 16,
|
| 532 |
+
"lr": 0.001,
|
| 533 |
+
"n_train_samples": 27082
|
| 534 |
+
}
|
open_recognition_checkpoints/siglip2_lora_vision/README.md
ADDED
|
@@ -0,0 +1,206 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
base_model: google/siglip2-base-patch16-512
|
| 3 |
+
library_name: peft
|
| 4 |
+
tags:
|
| 5 |
+
- base_model:adapter:google/siglip2-base-patch16-512
|
| 6 |
+
- lora
|
| 7 |
+
- transformers
|
| 8 |
+
---
|
| 9 |
+
|
| 10 |
+
# Model Card for Model ID
|
| 11 |
+
|
| 12 |
+
<!-- Provide a quick summary of what the model is/does. -->
|
| 13 |
+
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
## Model Details
|
| 17 |
+
|
| 18 |
+
### Model Description
|
| 19 |
+
|
| 20 |
+
<!-- Provide a longer summary of what this model is. -->
|
| 21 |
+
|
| 22 |
+
|
| 23 |
+
|
| 24 |
+
- **Developed by:** [More Information Needed]
|
| 25 |
+
- **Funded by [optional]:** [More Information Needed]
|
| 26 |
+
- **Shared by [optional]:** [More Information Needed]
|
| 27 |
+
- **Model type:** [More Information Needed]
|
| 28 |
+
- **Language(s) (NLP):** [More Information Needed]
|
| 29 |
+
- **License:** [More Information Needed]
|
| 30 |
+
- **Finetuned from model [optional]:** [More Information Needed]
|
| 31 |
+
|
| 32 |
+
### Model Sources [optional]
|
| 33 |
+
|
| 34 |
+
<!-- Provide the basic links for the model. -->
|
| 35 |
+
|
| 36 |
+
- **Repository:** [More Information Needed]
|
| 37 |
+
- **Paper [optional]:** [More Information Needed]
|
| 38 |
+
- **Demo [optional]:** [More Information Needed]
|
| 39 |
+
|
| 40 |
+
## Uses
|
| 41 |
+
|
| 42 |
+
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
|
| 43 |
+
|
| 44 |
+
### Direct Use
|
| 45 |
+
|
| 46 |
+
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
|
| 47 |
+
|
| 48 |
+
[More Information Needed]
|
| 49 |
+
|
| 50 |
+
### Downstream Use [optional]
|
| 51 |
+
|
| 52 |
+
<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
|
| 53 |
+
|
| 54 |
+
[More Information Needed]
|
| 55 |
+
|
| 56 |
+
### Out-of-Scope Use
|
| 57 |
+
|
| 58 |
+
<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
|
| 59 |
+
|
| 60 |
+
[More Information Needed]
|
| 61 |
+
|
| 62 |
+
## Bias, Risks, and Limitations
|
| 63 |
+
|
| 64 |
+
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
|
| 65 |
+
|
| 66 |
+
[More Information Needed]
|
| 67 |
+
|
| 68 |
+
### Recommendations
|
| 69 |
+
|
| 70 |
+
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
|
| 71 |
+
|
| 72 |
+
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
|
| 73 |
+
|
| 74 |
+
## How to Get Started with the Model
|
| 75 |
+
|
| 76 |
+
Use the code below to get started with the model.
|
| 77 |
+
|
| 78 |
+
[More Information Needed]
|
| 79 |
+
|
| 80 |
+
## Training Details
|
| 81 |
+
|
| 82 |
+
### Training Data
|
| 83 |
+
|
| 84 |
+
<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
|
| 85 |
+
|
| 86 |
+
[More Information Needed]
|
| 87 |
+
|
| 88 |
+
### Training Procedure
|
| 89 |
+
|
| 90 |
+
<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
|
| 91 |
+
|
| 92 |
+
#### Preprocessing [optional]
|
| 93 |
+
|
| 94 |
+
[More Information Needed]
|
| 95 |
+
|
| 96 |
+
|
| 97 |
+
#### Training Hyperparameters
|
| 98 |
+
|
| 99 |
+
- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
|
| 100 |
+
|
| 101 |
+
#### Speeds, Sizes, Times [optional]
|
| 102 |
+
|
| 103 |
+
<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
|
| 104 |
+
|
| 105 |
+
[More Information Needed]
|
| 106 |
+
|
| 107 |
+
## Evaluation
|
| 108 |
+
|
| 109 |
+
<!-- This section describes the evaluation protocols and provides the results. -->
|
| 110 |
+
|
| 111 |
+
### Testing Data, Factors & Metrics
|
| 112 |
+
|
| 113 |
+
#### Testing Data
|
| 114 |
+
|
| 115 |
+
<!-- This should link to a Dataset Card if possible. -->
|
| 116 |
+
|
| 117 |
+
[More Information Needed]
|
| 118 |
+
|
| 119 |
+
#### Factors
|
| 120 |
+
|
| 121 |
+
<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
|
| 122 |
+
|
| 123 |
+
[More Information Needed]
|
| 124 |
+
|
| 125 |
+
#### Metrics
|
| 126 |
+
|
| 127 |
+
<!-- These are the evaluation metrics being used, ideally with a description of why. -->
|
| 128 |
+
|
| 129 |
+
[More Information Needed]
|
| 130 |
+
|
| 131 |
+
### Results
|
| 132 |
+
|
| 133 |
+
[More Information Needed]
|
| 134 |
+
|
| 135 |
+
#### Summary
|
| 136 |
+
|
| 137 |
+
|
| 138 |
+
|
| 139 |
+
## Model Examination [optional]
|
| 140 |
+
|
| 141 |
+
<!-- Relevant interpretability work for the model goes here -->
|
| 142 |
+
|
| 143 |
+
[More Information Needed]
|
| 144 |
+
|
| 145 |
+
## Environmental Impact
|
| 146 |
+
|
| 147 |
+
<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
|
| 148 |
+
|
| 149 |
+
Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
|
| 150 |
+
|
| 151 |
+
- **Hardware Type:** [More Information Needed]
|
| 152 |
+
- **Hours used:** [More Information Needed]
|
| 153 |
+
- **Cloud Provider:** [More Information Needed]
|
| 154 |
+
- **Compute Region:** [More Information Needed]
|
| 155 |
+
- **Carbon Emitted:** [More Information Needed]
|
| 156 |
+
|
| 157 |
+
## Technical Specifications [optional]
|
| 158 |
+
|
| 159 |
+
### Model Architecture and Objective
|
| 160 |
+
|
| 161 |
+
[More Information Needed]
|
| 162 |
+
|
| 163 |
+
### Compute Infrastructure
|
| 164 |
+
|
| 165 |
+
[More Information Needed]
|
| 166 |
+
|
| 167 |
+
#### Hardware
|
| 168 |
+
|
| 169 |
+
[More Information Needed]
|
| 170 |
+
|
| 171 |
+
#### Software
|
| 172 |
+
|
| 173 |
+
[More Information Needed]
|
| 174 |
+
|
| 175 |
+
## Citation [optional]
|
| 176 |
+
|
| 177 |
+
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
|
| 178 |
+
|
| 179 |
+
**BibTeX:**
|
| 180 |
+
|
| 181 |
+
[More Information Needed]
|
| 182 |
+
|
| 183 |
+
**APA:**
|
| 184 |
+
|
| 185 |
+
[More Information Needed]
|
| 186 |
+
|
| 187 |
+
## Glossary [optional]
|
| 188 |
+
|
| 189 |
+
<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
|
| 190 |
+
|
| 191 |
+
[More Information Needed]
|
| 192 |
+
|
| 193 |
+
## More Information [optional]
|
| 194 |
+
|
| 195 |
+
[More Information Needed]
|
| 196 |
+
|
| 197 |
+
## Model Card Authors [optional]
|
| 198 |
+
|
| 199 |
+
[More Information Needed]
|
| 200 |
+
|
| 201 |
+
## Model Card Contact
|
| 202 |
+
|
| 203 |
+
[More Information Needed]
|
| 204 |
+
### Framework versions
|
| 205 |
+
|
| 206 |
+
- PEFT 0.18.1
|
open_recognition_checkpoints/siglip2_lora_vision/adapter_config.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"alora_invocation_tokens": null,
|
| 3 |
+
"alpha_pattern": {},
|
| 4 |
+
"arrow_config": null,
|
| 5 |
+
"auto_mapping": {
|
| 6 |
+
"base_model_class": "SiglipModel",
|
| 7 |
+
"parent_library": "transformers.models.siglip.modeling_siglip"
|
| 8 |
+
},
|
| 9 |
+
"base_model_name_or_path": "google/siglip2-base-patch16-512",
|
| 10 |
+
"bias": "none",
|
| 11 |
+
"corda_config": null,
|
| 12 |
+
"ensure_weight_tying": false,
|
| 13 |
+
"eva_config": null,
|
| 14 |
+
"exclude_modules": [
|
| 15 |
+
"text_model"
|
| 16 |
+
],
|
| 17 |
+
"fan_in_fan_out": false,
|
| 18 |
+
"inference_mode": true,
|
| 19 |
+
"init_lora_weights": true,
|
| 20 |
+
"layer_replication": null,
|
| 21 |
+
"layers_pattern": null,
|
| 22 |
+
"layers_to_transform": null,
|
| 23 |
+
"loftq_config": {},
|
| 24 |
+
"lora_alpha": 32,
|
| 25 |
+
"lora_bias": false,
|
| 26 |
+
"lora_dropout": 0.05,
|
| 27 |
+
"megatron_config": null,
|
| 28 |
+
"megatron_core": "megatron.core",
|
| 29 |
+
"modules_to_save": null,
|
| 30 |
+
"peft_type": "LORA",
|
| 31 |
+
"peft_version": "0.18.1",
|
| 32 |
+
"qalora_group_size": 16,
|
| 33 |
+
"r": 16,
|
| 34 |
+
"rank_pattern": {},
|
| 35 |
+
"revision": null,
|
| 36 |
+
"target_modules": [
|
| 37 |
+
"q_proj",
|
| 38 |
+
"v_proj"
|
| 39 |
+
],
|
| 40 |
+
"target_parameters": null,
|
| 41 |
+
"task_type": null,
|
| 42 |
+
"trainable_token_indices": null,
|
| 43 |
+
"use_dora": false,
|
| 44 |
+
"use_qalora": false,
|
| 45 |
+
"use_rslora": false
|
| 46 |
+
}
|
open_recognition_checkpoints/siglip2_lora_vision/adapter_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9b487fce2c9fa473f552dadab45d8d672fc9e664b8acc85e12b29eb24087f365
|
| 3 |
+
size 4732520
|
open_recognition_checkpoints/siglip2_lora_vision/chat_template.jinja
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{{ bos_token }}{% if messages[0]['role'] == 'system' %}{{ raise_exception('System role not supported') }}{% endif %}{% for message in messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if (message['role'] == 'assistant') %}{% set role = 'model' %}{% else %}{% set role = message['role'] %}{% endif %}{{ '<start_of_turn>' + role + '
|
| 2 |
+
' + message['content'] | trim + '<end_of_turn>
|
| 3 |
+
' }}{% endfor %}{% if add_generation_prompt %}{{'<start_of_turn>model
|
| 4 |
+
'}}{% endif %}
|
open_recognition_checkpoints/siglip2_lora_vision/clip_siglip_train_meta.json
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"base_model_id": "google/siglip2-base-patch16-512",
|
| 3 |
+
"train_split": "train",
|
| 4 |
+
"species_split_filter": null,
|
| 5 |
+
"text_col": "label_text",
|
| 6 |
+
"epochs": 1,
|
| 7 |
+
"batch_size": 128,
|
| 8 |
+
"lr": 0.0004,
|
| 9 |
+
"lora_r": 16,
|
| 10 |
+
"lora_alpha": 32,
|
| 11 |
+
"bf16": false,
|
| 12 |
+
"lowercase_text": true,
|
| 13 |
+
"steps": 212,
|
| 14 |
+
"n_samples": 27082
|
| 15 |
+
}
|
open_recognition_checkpoints/siglip2_lora_vision/processor_config.json
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"image_processor": {
|
| 3 |
+
"do_convert_rgb": null,
|
| 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": "SiglipImageProcessor",
|
| 13 |
+
"image_std": [
|
| 14 |
+
0.5,
|
| 15 |
+
0.5,
|
| 16 |
+
0.5
|
| 17 |
+
],
|
| 18 |
+
"resample": 2,
|
| 19 |
+
"rescale_factor": 0.00392156862745098,
|
| 20 |
+
"size": {
|
| 21 |
+
"height": 512,
|
| 22 |
+
"width": 512
|
| 23 |
+
}
|
| 24 |
+
},
|
| 25 |
+
"processor_class": "SiglipProcessor"
|
| 26 |
+
}
|
open_recognition_checkpoints/siglip2_lora_vision/tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4e7334975e5d58c0b88d4a84fb5435c310c50a71b35b18c079b1d1e3a19c2f0f
|
| 3 |
+
size 34363125
|
open_recognition_checkpoints/siglip2_lora_vision/tokenizer_config.json
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"backend": "tokenizers",
|
| 3 |
+
"bos_token": "<bos>",
|
| 4 |
+
"clean_up_tokenization_spaces": false,
|
| 5 |
+
"do_lower_case": true,
|
| 6 |
+
"eos_token": "<eos>",
|
| 7 |
+
"is_local": false,
|
| 8 |
+
"max_length": 64,
|
| 9 |
+
"model_input_names": [
|
| 10 |
+
"input_ids"
|
| 11 |
+
],
|
| 12 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 13 |
+
"pad_to_multiple_of": null,
|
| 14 |
+
"pad_token": "<pad>",
|
| 15 |
+
"pad_token_type_id": 0,
|
| 16 |
+
"padding_side": "right",
|
| 17 |
+
"processor_class": "SiglipProcessor",
|
| 18 |
+
"sp_model_kwargs": {},
|
| 19 |
+
"spaces_between_special_tokens": false,
|
| 20 |
+
"tokenizer_class": "TokenizersBackend",
|
| 21 |
+
"unk_token": "<unk>",
|
| 22 |
+
"use_default_system_prompt": false
|
| 23 |
+
}
|
open_recognition_checkpoints/siglip2_lora_vision_2epoch/README.md
ADDED
|
@@ -0,0 +1,206 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
base_model: google/siglip2-base-patch16-512
|
| 3 |
+
library_name: peft
|
| 4 |
+
tags:
|
| 5 |
+
- base_model:adapter:google/siglip2-base-patch16-512
|
| 6 |
+
- lora
|
| 7 |
+
- transformers
|
| 8 |
+
---
|
| 9 |
+
|
| 10 |
+
# Model Card for Model ID
|
| 11 |
+
|
| 12 |
+
<!-- Provide a quick summary of what the model is/does. -->
|
| 13 |
+
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
## Model Details
|
| 17 |
+
|
| 18 |
+
### Model Description
|
| 19 |
+
|
| 20 |
+
<!-- Provide a longer summary of what this model is. -->
|
| 21 |
+
|
| 22 |
+
|
| 23 |
+
|
| 24 |
+
- **Developed by:** [More Information Needed]
|
| 25 |
+
- **Funded by [optional]:** [More Information Needed]
|
| 26 |
+
- **Shared by [optional]:** [More Information Needed]
|
| 27 |
+
- **Model type:** [More Information Needed]
|
| 28 |
+
- **Language(s) (NLP):** [More Information Needed]
|
| 29 |
+
- **License:** [More Information Needed]
|
| 30 |
+
- **Finetuned from model [optional]:** [More Information Needed]
|
| 31 |
+
|
| 32 |
+
### Model Sources [optional]
|
| 33 |
+
|
| 34 |
+
<!-- Provide the basic links for the model. -->
|
| 35 |
+
|
| 36 |
+
- **Repository:** [More Information Needed]
|
| 37 |
+
- **Paper [optional]:** [More Information Needed]
|
| 38 |
+
- **Demo [optional]:** [More Information Needed]
|
| 39 |
+
|
| 40 |
+
## Uses
|
| 41 |
+
|
| 42 |
+
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
|
| 43 |
+
|
| 44 |
+
### Direct Use
|
| 45 |
+
|
| 46 |
+
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
|
| 47 |
+
|
| 48 |
+
[More Information Needed]
|
| 49 |
+
|
| 50 |
+
### Downstream Use [optional]
|
| 51 |
+
|
| 52 |
+
<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
|
| 53 |
+
|
| 54 |
+
[More Information Needed]
|
| 55 |
+
|
| 56 |
+
### Out-of-Scope Use
|
| 57 |
+
|
| 58 |
+
<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
|
| 59 |
+
|
| 60 |
+
[More Information Needed]
|
| 61 |
+
|
| 62 |
+
## Bias, Risks, and Limitations
|
| 63 |
+
|
| 64 |
+
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
|
| 65 |
+
|
| 66 |
+
[More Information Needed]
|
| 67 |
+
|
| 68 |
+
### Recommendations
|
| 69 |
+
|
| 70 |
+
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
|
| 71 |
+
|
| 72 |
+
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
|
| 73 |
+
|
| 74 |
+
## How to Get Started with the Model
|
| 75 |
+
|
| 76 |
+
Use the code below to get started with the model.
|
| 77 |
+
|
| 78 |
+
[More Information Needed]
|
| 79 |
+
|
| 80 |
+
## Training Details
|
| 81 |
+
|
| 82 |
+
### Training Data
|
| 83 |
+
|
| 84 |
+
<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
|
| 85 |
+
|
| 86 |
+
[More Information Needed]
|
| 87 |
+
|
| 88 |
+
### Training Procedure
|
| 89 |
+
|
| 90 |
+
<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
|
| 91 |
+
|
| 92 |
+
#### Preprocessing [optional]
|
| 93 |
+
|
| 94 |
+
[More Information Needed]
|
| 95 |
+
|
| 96 |
+
|
| 97 |
+
#### Training Hyperparameters
|
| 98 |
+
|
| 99 |
+
- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
|
| 100 |
+
|
| 101 |
+
#### Speeds, Sizes, Times [optional]
|
| 102 |
+
|
| 103 |
+
<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
|
| 104 |
+
|
| 105 |
+
[More Information Needed]
|
| 106 |
+
|
| 107 |
+
## Evaluation
|
| 108 |
+
|
| 109 |
+
<!-- This section describes the evaluation protocols and provides the results. -->
|
| 110 |
+
|
| 111 |
+
### Testing Data, Factors & Metrics
|
| 112 |
+
|
| 113 |
+
#### Testing Data
|
| 114 |
+
|
| 115 |
+
<!-- This should link to a Dataset Card if possible. -->
|
| 116 |
+
|
| 117 |
+
[More Information Needed]
|
| 118 |
+
|
| 119 |
+
#### Factors
|
| 120 |
+
|
| 121 |
+
<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
|
| 122 |
+
|
| 123 |
+
[More Information Needed]
|
| 124 |
+
|
| 125 |
+
#### Metrics
|
| 126 |
+
|
| 127 |
+
<!-- These are the evaluation metrics being used, ideally with a description of why. -->
|
| 128 |
+
|
| 129 |
+
[More Information Needed]
|
| 130 |
+
|
| 131 |
+
### Results
|
| 132 |
+
|
| 133 |
+
[More Information Needed]
|
| 134 |
+
|
| 135 |
+
#### Summary
|
| 136 |
+
|
| 137 |
+
|
| 138 |
+
|
| 139 |
+
## Model Examination [optional]
|
| 140 |
+
|
| 141 |
+
<!-- Relevant interpretability work for the model goes here -->
|
| 142 |
+
|
| 143 |
+
[More Information Needed]
|
| 144 |
+
|
| 145 |
+
## Environmental Impact
|
| 146 |
+
|
| 147 |
+
<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
|
| 148 |
+
|
| 149 |
+
Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
|
| 150 |
+
|
| 151 |
+
- **Hardware Type:** [More Information Needed]
|
| 152 |
+
- **Hours used:** [More Information Needed]
|
| 153 |
+
- **Cloud Provider:** [More Information Needed]
|
| 154 |
+
- **Compute Region:** [More Information Needed]
|
| 155 |
+
- **Carbon Emitted:** [More Information Needed]
|
| 156 |
+
|
| 157 |
+
## Technical Specifications [optional]
|
| 158 |
+
|
| 159 |
+
### Model Architecture and Objective
|
| 160 |
+
|
| 161 |
+
[More Information Needed]
|
| 162 |
+
|
| 163 |
+
### Compute Infrastructure
|
| 164 |
+
|
| 165 |
+
[More Information Needed]
|
| 166 |
+
|
| 167 |
+
#### Hardware
|
| 168 |
+
|
| 169 |
+
[More Information Needed]
|
| 170 |
+
|
| 171 |
+
#### Software
|
| 172 |
+
|
| 173 |
+
[More Information Needed]
|
| 174 |
+
|
| 175 |
+
## Citation [optional]
|
| 176 |
+
|
| 177 |
+
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
|
| 178 |
+
|
| 179 |
+
**BibTeX:**
|
| 180 |
+
|
| 181 |
+
[More Information Needed]
|
| 182 |
+
|
| 183 |
+
**APA:**
|
| 184 |
+
|
| 185 |
+
[More Information Needed]
|
| 186 |
+
|
| 187 |
+
## Glossary [optional]
|
| 188 |
+
|
| 189 |
+
<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
|
| 190 |
+
|
| 191 |
+
[More Information Needed]
|
| 192 |
+
|
| 193 |
+
## More Information [optional]
|
| 194 |
+
|
| 195 |
+
[More Information Needed]
|
| 196 |
+
|
| 197 |
+
## Model Card Authors [optional]
|
| 198 |
+
|
| 199 |
+
[More Information Needed]
|
| 200 |
+
|
| 201 |
+
## Model Card Contact
|
| 202 |
+
|
| 203 |
+
[More Information Needed]
|
| 204 |
+
### Framework versions
|
| 205 |
+
|
| 206 |
+
- PEFT 0.18.1
|
open_recognition_checkpoints/siglip2_lora_vision_2epoch/adapter_config.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"alora_invocation_tokens": null,
|
| 3 |
+
"alpha_pattern": {},
|
| 4 |
+
"arrow_config": null,
|
| 5 |
+
"auto_mapping": {
|
| 6 |
+
"base_model_class": "SiglipModel",
|
| 7 |
+
"parent_library": "transformers.models.siglip.modeling_siglip"
|
| 8 |
+
},
|
| 9 |
+
"base_model_name_or_path": "google/siglip2-base-patch16-512",
|
| 10 |
+
"bias": "none",
|
| 11 |
+
"corda_config": null,
|
| 12 |
+
"ensure_weight_tying": false,
|
| 13 |
+
"eva_config": null,
|
| 14 |
+
"exclude_modules": [
|
| 15 |
+
"text_model"
|
| 16 |
+
],
|
| 17 |
+
"fan_in_fan_out": false,
|
| 18 |
+
"inference_mode": true,
|
| 19 |
+
"init_lora_weights": true,
|
| 20 |
+
"layer_replication": null,
|
| 21 |
+
"layers_pattern": null,
|
| 22 |
+
"layers_to_transform": null,
|
| 23 |
+
"loftq_config": {},
|
| 24 |
+
"lora_alpha": 32,
|
| 25 |
+
"lora_bias": false,
|
| 26 |
+
"lora_dropout": 0.05,
|
| 27 |
+
"megatron_config": null,
|
| 28 |
+
"megatron_core": "megatron.core",
|
| 29 |
+
"modules_to_save": null,
|
| 30 |
+
"peft_type": "LORA",
|
| 31 |
+
"peft_version": "0.18.1",
|
| 32 |
+
"qalora_group_size": 16,
|
| 33 |
+
"r": 16,
|
| 34 |
+
"rank_pattern": {},
|
| 35 |
+
"revision": null,
|
| 36 |
+
"target_modules": [
|
| 37 |
+
"q_proj",
|
| 38 |
+
"v_proj"
|
| 39 |
+
],
|
| 40 |
+
"target_parameters": null,
|
| 41 |
+
"task_type": null,
|
| 42 |
+
"trainable_token_indices": null,
|
| 43 |
+
"use_dora": false,
|
| 44 |
+
"use_qalora": false,
|
| 45 |
+
"use_rslora": false
|
| 46 |
+
}
|
open_recognition_checkpoints/siglip2_lora_vision_2epoch/adapter_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e8848ee77f77567f3c4029741aa4be8ebc8802bfee1598146f92b7ad583d9836
|
| 3 |
+
size 4732520
|
open_recognition_checkpoints/siglip2_lora_vision_2epoch/chat_template.jinja
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{{ bos_token }}{% if messages[0]['role'] == 'system' %}{{ raise_exception('System role not supported') }}{% endif %}{% for message in messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if (message['role'] == 'assistant') %}{% set role = 'model' %}{% else %}{% set role = message['role'] %}{% endif %}{{ '<start_of_turn>' + role + '
|
| 2 |
+
' + message['content'] | trim + '<end_of_turn>
|
| 3 |
+
' }}{% endfor %}{% if add_generation_prompt %}{{'<start_of_turn>model
|
| 4 |
+
'}}{% endif %}
|
open_recognition_checkpoints/siglip2_lora_vision_2epoch/clip_siglip_train_meta.json
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"base_model_id": "google/siglip2-base-patch16-512",
|
| 3 |
+
"train_split": "train",
|
| 4 |
+
"species_split_filter": null,
|
| 5 |
+
"text_col": "label_text",
|
| 6 |
+
"epochs": 2,
|
| 7 |
+
"batch_size": 128,
|
| 8 |
+
"lr": 0.0004,
|
| 9 |
+
"lora_r": 16,
|
| 10 |
+
"lora_alpha": 32,
|
| 11 |
+
"bf16": false,
|
| 12 |
+
"lowercase_text": true,
|
| 13 |
+
"steps": 424,
|
| 14 |
+
"n_samples": 27082
|
| 15 |
+
}
|
open_recognition_checkpoints/siglip2_lora_vision_2epoch/processor_config.json
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"image_processor": {
|
| 3 |
+
"do_convert_rgb": null,
|
| 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": "SiglipImageProcessor",
|
| 13 |
+
"image_std": [
|
| 14 |
+
0.5,
|
| 15 |
+
0.5,
|
| 16 |
+
0.5
|
| 17 |
+
],
|
| 18 |
+
"resample": 2,
|
| 19 |
+
"rescale_factor": 0.00392156862745098,
|
| 20 |
+
"size": {
|
| 21 |
+
"height": 512,
|
| 22 |
+
"width": 512
|
| 23 |
+
}
|
| 24 |
+
},
|
| 25 |
+
"processor_class": "SiglipProcessor"
|
| 26 |
+
}
|
open_recognition_checkpoints/siglip2_lora_vision_2epoch/tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4e7334975e5d58c0b88d4a84fb5435c310c50a71b35b18c079b1d1e3a19c2f0f
|
| 3 |
+
size 34363125
|
open_recognition_checkpoints/siglip2_lora_vision_2epoch/tokenizer_config.json
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"backend": "tokenizers",
|
| 3 |
+
"bos_token": "<bos>",
|
| 4 |
+
"clean_up_tokenization_spaces": false,
|
| 5 |
+
"do_lower_case": true,
|
| 6 |
+
"eos_token": "<eos>",
|
| 7 |
+
"is_local": false,
|
| 8 |
+
"max_length": 64,
|
| 9 |
+
"model_input_names": [
|
| 10 |
+
"input_ids"
|
| 11 |
+
],
|
| 12 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 13 |
+
"pad_to_multiple_of": null,
|
| 14 |
+
"pad_token": "<pad>",
|
| 15 |
+
"pad_token_type_id": 0,
|
| 16 |
+
"padding_side": "right",
|
| 17 |
+
"processor_class": "SiglipProcessor",
|
| 18 |
+
"sp_model_kwargs": {},
|
| 19 |
+
"spaces_between_special_tokens": false,
|
| 20 |
+
"tokenizer_class": "TokenizersBackend",
|
| 21 |
+
"unk_token": "<unk>",
|
| 22 |
+
"use_default_system_prompt": false
|
| 23 |
+
}
|
open_recognition_checkpoints/siglip2_lora_vision_5epoch/README.md
ADDED
|
@@ -0,0 +1,206 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
base_model: google/siglip2-base-patch16-512
|
| 3 |
+
library_name: peft
|
| 4 |
+
tags:
|
| 5 |
+
- base_model:adapter:google/siglip2-base-patch16-512
|
| 6 |
+
- lora
|
| 7 |
+
- transformers
|
| 8 |
+
---
|
| 9 |
+
|
| 10 |
+
# Model Card for Model ID
|
| 11 |
+
|
| 12 |
+
<!-- Provide a quick summary of what the model is/does. -->
|
| 13 |
+
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
## Model Details
|
| 17 |
+
|
| 18 |
+
### Model Description
|
| 19 |
+
|
| 20 |
+
<!-- Provide a longer summary of what this model is. -->
|
| 21 |
+
|
| 22 |
+
|
| 23 |
+
|
| 24 |
+
- **Developed by:** [More Information Needed]
|
| 25 |
+
- **Funded by [optional]:** [More Information Needed]
|
| 26 |
+
- **Shared by [optional]:** [More Information Needed]
|
| 27 |
+
- **Model type:** [More Information Needed]
|
| 28 |
+
- **Language(s) (NLP):** [More Information Needed]
|
| 29 |
+
- **License:** [More Information Needed]
|
| 30 |
+
- **Finetuned from model [optional]:** [More Information Needed]
|
| 31 |
+
|
| 32 |
+
### Model Sources [optional]
|
| 33 |
+
|
| 34 |
+
<!-- Provide the basic links for the model. -->
|
| 35 |
+
|
| 36 |
+
- **Repository:** [More Information Needed]
|
| 37 |
+
- **Paper [optional]:** [More Information Needed]
|
| 38 |
+
- **Demo [optional]:** [More Information Needed]
|
| 39 |
+
|
| 40 |
+
## Uses
|
| 41 |
+
|
| 42 |
+
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
|
| 43 |
+
|
| 44 |
+
### Direct Use
|
| 45 |
+
|
| 46 |
+
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
|
| 47 |
+
|
| 48 |
+
[More Information Needed]
|
| 49 |
+
|
| 50 |
+
### Downstream Use [optional]
|
| 51 |
+
|
| 52 |
+
<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
|
| 53 |
+
|
| 54 |
+
[More Information Needed]
|
| 55 |
+
|
| 56 |
+
### Out-of-Scope Use
|
| 57 |
+
|
| 58 |
+
<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
|
| 59 |
+
|
| 60 |
+
[More Information Needed]
|
| 61 |
+
|
| 62 |
+
## Bias, Risks, and Limitations
|
| 63 |
+
|
| 64 |
+
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
|
| 65 |
+
|
| 66 |
+
[More Information Needed]
|
| 67 |
+
|
| 68 |
+
### Recommendations
|
| 69 |
+
|
| 70 |
+
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
|
| 71 |
+
|
| 72 |
+
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
|
| 73 |
+
|
| 74 |
+
## How to Get Started with the Model
|
| 75 |
+
|
| 76 |
+
Use the code below to get started with the model.
|
| 77 |
+
|
| 78 |
+
[More Information Needed]
|
| 79 |
+
|
| 80 |
+
## Training Details
|
| 81 |
+
|
| 82 |
+
### Training Data
|
| 83 |
+
|
| 84 |
+
<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
|
| 85 |
+
|
| 86 |
+
[More Information Needed]
|
| 87 |
+
|
| 88 |
+
### Training Procedure
|
| 89 |
+
|
| 90 |
+
<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
|
| 91 |
+
|
| 92 |
+
#### Preprocessing [optional]
|
| 93 |
+
|
| 94 |
+
[More Information Needed]
|
| 95 |
+
|
| 96 |
+
|
| 97 |
+
#### Training Hyperparameters
|
| 98 |
+
|
| 99 |
+
- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
|
| 100 |
+
|
| 101 |
+
#### Speeds, Sizes, Times [optional]
|
| 102 |
+
|
| 103 |
+
<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
|
| 104 |
+
|
| 105 |
+
[More Information Needed]
|
| 106 |
+
|
| 107 |
+
## Evaluation
|
| 108 |
+
|
| 109 |
+
<!-- This section describes the evaluation protocols and provides the results. -->
|
| 110 |
+
|
| 111 |
+
### Testing Data, Factors & Metrics
|
| 112 |
+
|
| 113 |
+
#### Testing Data
|
| 114 |
+
|
| 115 |
+
<!-- This should link to a Dataset Card if possible. -->
|
| 116 |
+
|
| 117 |
+
[More Information Needed]
|
| 118 |
+
|
| 119 |
+
#### Factors
|
| 120 |
+
|
| 121 |
+
<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
|
| 122 |
+
|
| 123 |
+
[More Information Needed]
|
| 124 |
+
|
| 125 |
+
#### Metrics
|
| 126 |
+
|
| 127 |
+
<!-- These are the evaluation metrics being used, ideally with a description of why. -->
|
| 128 |
+
|
| 129 |
+
[More Information Needed]
|
| 130 |
+
|
| 131 |
+
### Results
|
| 132 |
+
|
| 133 |
+
[More Information Needed]
|
| 134 |
+
|
| 135 |
+
#### Summary
|
| 136 |
+
|
| 137 |
+
|
| 138 |
+
|
| 139 |
+
## Model Examination [optional]
|
| 140 |
+
|
| 141 |
+
<!-- Relevant interpretability work for the model goes here -->
|
| 142 |
+
|
| 143 |
+
[More Information Needed]
|
| 144 |
+
|
| 145 |
+
## Environmental Impact
|
| 146 |
+
|
| 147 |
+
<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
|
| 148 |
+
|
| 149 |
+
Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
|
| 150 |
+
|
| 151 |
+
- **Hardware Type:** [More Information Needed]
|
| 152 |
+
- **Hours used:** [More Information Needed]
|
| 153 |
+
- **Cloud Provider:** [More Information Needed]
|
| 154 |
+
- **Compute Region:** [More Information Needed]
|
| 155 |
+
- **Carbon Emitted:** [More Information Needed]
|
| 156 |
+
|
| 157 |
+
## Technical Specifications [optional]
|
| 158 |
+
|
| 159 |
+
### Model Architecture and Objective
|
| 160 |
+
|
| 161 |
+
[More Information Needed]
|
| 162 |
+
|
| 163 |
+
### Compute Infrastructure
|
| 164 |
+
|
| 165 |
+
[More Information Needed]
|
| 166 |
+
|
| 167 |
+
#### Hardware
|
| 168 |
+
|
| 169 |
+
[More Information Needed]
|
| 170 |
+
|
| 171 |
+
#### Software
|
| 172 |
+
|
| 173 |
+
[More Information Needed]
|
| 174 |
+
|
| 175 |
+
## Citation [optional]
|
| 176 |
+
|
| 177 |
+
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
|
| 178 |
+
|
| 179 |
+
**BibTeX:**
|
| 180 |
+
|
| 181 |
+
[More Information Needed]
|
| 182 |
+
|
| 183 |
+
**APA:**
|
| 184 |
+
|
| 185 |
+
[More Information Needed]
|
| 186 |
+
|
| 187 |
+
## Glossary [optional]
|
| 188 |
+
|
| 189 |
+
<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
|
| 190 |
+
|
| 191 |
+
[More Information Needed]
|
| 192 |
+
|
| 193 |
+
## More Information [optional]
|
| 194 |
+
|
| 195 |
+
[More Information Needed]
|
| 196 |
+
|
| 197 |
+
## Model Card Authors [optional]
|
| 198 |
+
|
| 199 |
+
[More Information Needed]
|
| 200 |
+
|
| 201 |
+
## Model Card Contact
|
| 202 |
+
|
| 203 |
+
[More Information Needed]
|
| 204 |
+
### Framework versions
|
| 205 |
+
|
| 206 |
+
- PEFT 0.18.1
|
open_recognition_checkpoints/siglip2_lora_vision_5epoch/adapter_config.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"alora_invocation_tokens": null,
|
| 3 |
+
"alpha_pattern": {},
|
| 4 |
+
"arrow_config": null,
|
| 5 |
+
"auto_mapping": {
|
| 6 |
+
"base_model_class": "SiglipModel",
|
| 7 |
+
"parent_library": "transformers.models.siglip.modeling_siglip"
|
| 8 |
+
},
|
| 9 |
+
"base_model_name_or_path": "google/siglip2-base-patch16-512",
|
| 10 |
+
"bias": "none",
|
| 11 |
+
"corda_config": null,
|
| 12 |
+
"ensure_weight_tying": false,
|
| 13 |
+
"eva_config": null,
|
| 14 |
+
"exclude_modules": [
|
| 15 |
+
"text_model"
|
| 16 |
+
],
|
| 17 |
+
"fan_in_fan_out": false,
|
| 18 |
+
"inference_mode": true,
|
| 19 |
+
"init_lora_weights": true,
|
| 20 |
+
"layer_replication": null,
|
| 21 |
+
"layers_pattern": null,
|
| 22 |
+
"layers_to_transform": null,
|
| 23 |
+
"loftq_config": {},
|
| 24 |
+
"lora_alpha": 32,
|
| 25 |
+
"lora_bias": false,
|
| 26 |
+
"lora_dropout": 0.05,
|
| 27 |
+
"megatron_config": null,
|
| 28 |
+
"megatron_core": "megatron.core",
|
| 29 |
+
"modules_to_save": null,
|
| 30 |
+
"peft_type": "LORA",
|
| 31 |
+
"peft_version": "0.18.1",
|
| 32 |
+
"qalora_group_size": 16,
|
| 33 |
+
"r": 16,
|
| 34 |
+
"rank_pattern": {},
|
| 35 |
+
"revision": null,
|
| 36 |
+
"target_modules": [
|
| 37 |
+
"q_proj",
|
| 38 |
+
"v_proj"
|
| 39 |
+
],
|
| 40 |
+
"target_parameters": null,
|
| 41 |
+
"task_type": null,
|
| 42 |
+
"trainable_token_indices": null,
|
| 43 |
+
"use_dora": false,
|
| 44 |
+
"use_qalora": false,
|
| 45 |
+
"use_rslora": false
|
| 46 |
+
}
|
open_recognition_checkpoints/siglip2_lora_vision_5epoch/adapter_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d51293d7a1a6915077e74acf145e4a7268011445536e9567e45926d6fe58e492
|
| 3 |
+
size 4732520
|
open_recognition_checkpoints/siglip2_lora_vision_5epoch/chat_template.jinja
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{{ bos_token }}{% if messages[0]['role'] == 'system' %}{{ raise_exception('System role not supported') }}{% endif %}{% for message in messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if (message['role'] == 'assistant') %}{% set role = 'model' %}{% else %}{% set role = message['role'] %}{% endif %}{{ '<start_of_turn>' + role + '
|
| 2 |
+
' + message['content'] | trim + '<end_of_turn>
|
| 3 |
+
' }}{% endfor %}{% if add_generation_prompt %}{{'<start_of_turn>model
|
| 4 |
+
'}}{% endif %}
|
open_recognition_checkpoints/siglip2_lora_vision_5epoch/clip_siglip_train_meta.json
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"base_model_id": "google/siglip2-base-patch16-512",
|
| 3 |
+
"train_split": "train",
|
| 4 |
+
"species_split_filter": null,
|
| 5 |
+
"text_col": "label_text",
|
| 6 |
+
"epochs": 5,
|
| 7 |
+
"batch_size": 128,
|
| 8 |
+
"lr": 0.0004,
|
| 9 |
+
"lora_r": 16,
|
| 10 |
+
"lora_alpha": 32,
|
| 11 |
+
"bf16": false,
|
| 12 |
+
"lowercase_text": true,
|
| 13 |
+
"steps": 1060,
|
| 14 |
+
"n_samples": 27082
|
| 15 |
+
}
|
open_recognition_checkpoints/siglip2_lora_vision_5epoch/processor_config.json
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"image_processor": {
|
| 3 |
+
"do_convert_rgb": null,
|
| 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": "SiglipImageProcessor",
|
| 13 |
+
"image_std": [
|
| 14 |
+
0.5,
|
| 15 |
+
0.5,
|
| 16 |
+
0.5
|
| 17 |
+
],
|
| 18 |
+
"resample": 2,
|
| 19 |
+
"rescale_factor": 0.00392156862745098,
|
| 20 |
+
"size": {
|
| 21 |
+
"height": 512,
|
| 22 |
+
"width": 512
|
| 23 |
+
}
|
| 24 |
+
},
|
| 25 |
+
"processor_class": "SiglipProcessor"
|
| 26 |
+
}
|
open_recognition_checkpoints/siglip2_lora_vision_5epoch/tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4e7334975e5d58c0b88d4a84fb5435c310c50a71b35b18c079b1d1e3a19c2f0f
|
| 3 |
+
size 34363125
|
open_recognition_checkpoints/siglip2_lora_vision_5epoch/tokenizer_config.json
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"backend": "tokenizers",
|
| 3 |
+
"bos_token": "<bos>",
|
| 4 |
+
"clean_up_tokenization_spaces": false,
|
| 5 |
+
"do_lower_case": true,
|
| 6 |
+
"eos_token": "<eos>",
|
| 7 |
+
"is_local": false,
|
| 8 |
+
"max_length": 64,
|
| 9 |
+
"model_input_names": [
|
| 10 |
+
"input_ids"
|
| 11 |
+
],
|
| 12 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 13 |
+
"pad_to_multiple_of": null,
|
| 14 |
+
"pad_token": "<pad>",
|
| 15 |
+
"pad_token_type_id": 0,
|
| 16 |
+
"padding_side": "right",
|
| 17 |
+
"processor_class": "SiglipProcessor",
|
| 18 |
+
"sp_model_kwargs": {},
|
| 19 |
+
"spaces_between_special_tokens": false,
|
| 20 |
+
"tokenizer_class": "TokenizersBackend",
|
| 21 |
+
"unk_token": "<unk>",
|
| 22 |
+
"use_default_system_prompt": false
|
| 23 |
+
}
|
open_recognition_checkpoints/siglip2_lora_vision_meta/README.md
ADDED
|
@@ -0,0 +1,206 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
base_model: google/siglip2-base-patch16-512
|
| 3 |
+
library_name: peft
|
| 4 |
+
tags:
|
| 5 |
+
- base_model:adapter:google/siglip2-base-patch16-512
|
| 6 |
+
- lora
|
| 7 |
+
- transformers
|
| 8 |
+
---
|
| 9 |
+
|
| 10 |
+
# Model Card for Model ID
|
| 11 |
+
|
| 12 |
+
<!-- Provide a quick summary of what the model is/does. -->
|
| 13 |
+
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
## Model Details
|
| 17 |
+
|
| 18 |
+
### Model Description
|
| 19 |
+
|
| 20 |
+
<!-- Provide a longer summary of what this model is. -->
|
| 21 |
+
|
| 22 |
+
|
| 23 |
+
|
| 24 |
+
- **Developed by:** [More Information Needed]
|
| 25 |
+
- **Funded by [optional]:** [More Information Needed]
|
| 26 |
+
- **Shared by [optional]:** [More Information Needed]
|
| 27 |
+
- **Model type:** [More Information Needed]
|
| 28 |
+
- **Language(s) (NLP):** [More Information Needed]
|
| 29 |
+
- **License:** [More Information Needed]
|
| 30 |
+
- **Finetuned from model [optional]:** [More Information Needed]
|
| 31 |
+
|
| 32 |
+
### Model Sources [optional]
|
| 33 |
+
|
| 34 |
+
<!-- Provide the basic links for the model. -->
|
| 35 |
+
|
| 36 |
+
- **Repository:** [More Information Needed]
|
| 37 |
+
- **Paper [optional]:** [More Information Needed]
|
| 38 |
+
- **Demo [optional]:** [More Information Needed]
|
| 39 |
+
|
| 40 |
+
## Uses
|
| 41 |
+
|
| 42 |
+
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
|
| 43 |
+
|
| 44 |
+
### Direct Use
|
| 45 |
+
|
| 46 |
+
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
|
| 47 |
+
|
| 48 |
+
[More Information Needed]
|
| 49 |
+
|
| 50 |
+
### Downstream Use [optional]
|
| 51 |
+
|
| 52 |
+
<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
|
| 53 |
+
|
| 54 |
+
[More Information Needed]
|
| 55 |
+
|
| 56 |
+
### Out-of-Scope Use
|
| 57 |
+
|
| 58 |
+
<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
|
| 59 |
+
|
| 60 |
+
[More Information Needed]
|
| 61 |
+
|
| 62 |
+
## Bias, Risks, and Limitations
|
| 63 |
+
|
| 64 |
+
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
|
| 65 |
+
|
| 66 |
+
[More Information Needed]
|
| 67 |
+
|
| 68 |
+
### Recommendations
|
| 69 |
+
|
| 70 |
+
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
|
| 71 |
+
|
| 72 |
+
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
|
| 73 |
+
|
| 74 |
+
## How to Get Started with the Model
|
| 75 |
+
|
| 76 |
+
Use the code below to get started with the model.
|
| 77 |
+
|
| 78 |
+
[More Information Needed]
|
| 79 |
+
|
| 80 |
+
## Training Details
|
| 81 |
+
|
| 82 |
+
### Training Data
|
| 83 |
+
|
| 84 |
+
<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
|
| 85 |
+
|
| 86 |
+
[More Information Needed]
|
| 87 |
+
|
| 88 |
+
### Training Procedure
|
| 89 |
+
|
| 90 |
+
<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
|
| 91 |
+
|
| 92 |
+
#### Preprocessing [optional]
|
| 93 |
+
|
| 94 |
+
[More Information Needed]
|
| 95 |
+
|
| 96 |
+
|
| 97 |
+
#### Training Hyperparameters
|
| 98 |
+
|
| 99 |
+
- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
|
| 100 |
+
|
| 101 |
+
#### Speeds, Sizes, Times [optional]
|
| 102 |
+
|
| 103 |
+
<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
|
| 104 |
+
|
| 105 |
+
[More Information Needed]
|
| 106 |
+
|
| 107 |
+
## Evaluation
|
| 108 |
+
|
| 109 |
+
<!-- This section describes the evaluation protocols and provides the results. -->
|
| 110 |
+
|
| 111 |
+
### Testing Data, Factors & Metrics
|
| 112 |
+
|
| 113 |
+
#### Testing Data
|
| 114 |
+
|
| 115 |
+
<!-- This should link to a Dataset Card if possible. -->
|
| 116 |
+
|
| 117 |
+
[More Information Needed]
|
| 118 |
+
|
| 119 |
+
#### Factors
|
| 120 |
+
|
| 121 |
+
<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
|
| 122 |
+
|
| 123 |
+
[More Information Needed]
|
| 124 |
+
|
| 125 |
+
#### Metrics
|
| 126 |
+
|
| 127 |
+
<!-- These are the evaluation metrics being used, ideally with a description of why. -->
|
| 128 |
+
|
| 129 |
+
[More Information Needed]
|
| 130 |
+
|
| 131 |
+
### Results
|
| 132 |
+
|
| 133 |
+
[More Information Needed]
|
| 134 |
+
|
| 135 |
+
#### Summary
|
| 136 |
+
|
| 137 |
+
|
| 138 |
+
|
| 139 |
+
## Model Examination [optional]
|
| 140 |
+
|
| 141 |
+
<!-- Relevant interpretability work for the model goes here -->
|
| 142 |
+
|
| 143 |
+
[More Information Needed]
|
| 144 |
+
|
| 145 |
+
## Environmental Impact
|
| 146 |
+
|
| 147 |
+
<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
|
| 148 |
+
|
| 149 |
+
Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
|
| 150 |
+
|
| 151 |
+
- **Hardware Type:** [More Information Needed]
|
| 152 |
+
- **Hours used:** [More Information Needed]
|
| 153 |
+
- **Cloud Provider:** [More Information Needed]
|
| 154 |
+
- **Compute Region:** [More Information Needed]
|
| 155 |
+
- **Carbon Emitted:** [More Information Needed]
|
| 156 |
+
|
| 157 |
+
## Technical Specifications [optional]
|
| 158 |
+
|
| 159 |
+
### Model Architecture and Objective
|
| 160 |
+
|
| 161 |
+
[More Information Needed]
|
| 162 |
+
|
| 163 |
+
### Compute Infrastructure
|
| 164 |
+
|
| 165 |
+
[More Information Needed]
|
| 166 |
+
|
| 167 |
+
#### Hardware
|
| 168 |
+
|
| 169 |
+
[More Information Needed]
|
| 170 |
+
|
| 171 |
+
#### Software
|
| 172 |
+
|
| 173 |
+
[More Information Needed]
|
| 174 |
+
|
| 175 |
+
## Citation [optional]
|
| 176 |
+
|
| 177 |
+
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
|
| 178 |
+
|
| 179 |
+
**BibTeX:**
|
| 180 |
+
|
| 181 |
+
[More Information Needed]
|
| 182 |
+
|
| 183 |
+
**APA:**
|
| 184 |
+
|
| 185 |
+
[More Information Needed]
|
| 186 |
+
|
| 187 |
+
## Glossary [optional]
|
| 188 |
+
|
| 189 |
+
<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
|
| 190 |
+
|
| 191 |
+
[More Information Needed]
|
| 192 |
+
|
| 193 |
+
## More Information [optional]
|
| 194 |
+
|
| 195 |
+
[More Information Needed]
|
| 196 |
+
|
| 197 |
+
## Model Card Authors [optional]
|
| 198 |
+
|
| 199 |
+
[More Information Needed]
|
| 200 |
+
|
| 201 |
+
## Model Card Contact
|
| 202 |
+
|
| 203 |
+
[More Information Needed]
|
| 204 |
+
### Framework versions
|
| 205 |
+
|
| 206 |
+
- PEFT 0.18.1
|
open_recognition_checkpoints/siglip2_lora_vision_meta/adapter_config.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"alora_invocation_tokens": null,
|
| 3 |
+
"alpha_pattern": {},
|
| 4 |
+
"arrow_config": null,
|
| 5 |
+
"auto_mapping": {
|
| 6 |
+
"base_model_class": "SiglipModel",
|
| 7 |
+
"parent_library": "transformers.models.siglip.modeling_siglip"
|
| 8 |
+
},
|
| 9 |
+
"base_model_name_or_path": "google/siglip2-base-patch16-512",
|
| 10 |
+
"bias": "none",
|
| 11 |
+
"corda_config": null,
|
| 12 |
+
"ensure_weight_tying": false,
|
| 13 |
+
"eva_config": null,
|
| 14 |
+
"exclude_modules": [
|
| 15 |
+
"text_model"
|
| 16 |
+
],
|
| 17 |
+
"fan_in_fan_out": false,
|
| 18 |
+
"inference_mode": true,
|
| 19 |
+
"init_lora_weights": true,
|
| 20 |
+
"layer_replication": null,
|
| 21 |
+
"layers_pattern": null,
|
| 22 |
+
"layers_to_transform": null,
|
| 23 |
+
"loftq_config": {},
|
| 24 |
+
"lora_alpha": 32,
|
| 25 |
+
"lora_bias": false,
|
| 26 |
+
"lora_dropout": 0.05,
|
| 27 |
+
"megatron_config": null,
|
| 28 |
+
"megatron_core": "megatron.core",
|
| 29 |
+
"modules_to_save": null,
|
| 30 |
+
"peft_type": "LORA",
|
| 31 |
+
"peft_version": "0.18.1",
|
| 32 |
+
"qalora_group_size": 16,
|
| 33 |
+
"r": 16,
|
| 34 |
+
"rank_pattern": {},
|
| 35 |
+
"revision": null,
|
| 36 |
+
"target_modules": [
|
| 37 |
+
"q_proj",
|
| 38 |
+
"v_proj"
|
| 39 |
+
],
|
| 40 |
+
"target_parameters": null,
|
| 41 |
+
"task_type": null,
|
| 42 |
+
"trainable_token_indices": null,
|
| 43 |
+
"use_dora": false,
|
| 44 |
+
"use_qalora": false,
|
| 45 |
+
"use_rslora": false
|
| 46 |
+
}
|
open_recognition_checkpoints/siglip2_lora_vision_meta/adapter_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:91d2d5e075329c3bfb86a3ac6d32c3792fe5545a593fc564b92c0f7c9d288c9e
|
| 3 |
+
size 4732520
|
open_recognition_checkpoints/siglip2_lora_vision_meta/chat_template.jinja
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{{ bos_token }}{% if messages[0]['role'] == 'system' %}{{ raise_exception('System role not supported') }}{% endif %}{% for message in messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if (message['role'] == 'assistant') %}{% set role = 'model' %}{% else %}{% set role = message['role'] %}{% endif %}{{ '<start_of_turn>' + role + '
|
| 2 |
+
' + message['content'] | trim + '<end_of_turn>
|
| 3 |
+
' }}{% endfor %}{% if add_generation_prompt %}{{'<start_of_turn>model
|
| 4 |
+
'}}{% endif %}
|
open_recognition_checkpoints/siglip2_lora_vision_meta/clip_siglip_train_meta.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"base_model_id": "google/siglip2-base-patch16-512",
|
| 3 |
+
"train_split": "train",
|
| 4 |
+
"species_split_filter": null,
|
| 5 |
+
"text_col": "label_text",
|
| 6 |
+
"epochs": 1,
|
| 7 |
+
"batch_size": 8,
|
| 8 |
+
"lr": 0.0001,
|
| 9 |
+
"lora_r": 16,
|
| 10 |
+
"lora_alpha": 32,
|
| 11 |
+
"bf16": false,
|
| 12 |
+
"lowercase_text": true,
|
| 13 |
+
"steps": 3386,
|
| 14 |
+
"n_samples": 27082,
|
| 15 |
+
"weak_col": "weak_context_text",
|
| 16 |
+
"meta_loss_weight": 0.25
|
| 17 |
+
}
|
open_recognition_checkpoints/siglip2_lora_vision_meta/processor_config.json
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"image_processor": {
|
| 3 |
+
"do_convert_rgb": null,
|
| 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": "SiglipImageProcessor",
|
| 13 |
+
"image_std": [
|
| 14 |
+
0.5,
|
| 15 |
+
0.5,
|
| 16 |
+
0.5
|
| 17 |
+
],
|
| 18 |
+
"resample": 2,
|
| 19 |
+
"rescale_factor": 0.00392156862745098,
|
| 20 |
+
"size": {
|
| 21 |
+
"height": 512,
|
| 22 |
+
"width": 512
|
| 23 |
+
}
|
| 24 |
+
},
|
| 25 |
+
"processor_class": "SiglipProcessor"
|
| 26 |
+
}
|
open_recognition_checkpoints/siglip2_lora_vision_meta/tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4e7334975e5d58c0b88d4a84fb5435c310c50a71b35b18c079b1d1e3a19c2f0f
|
| 3 |
+
size 34363125
|
open_recognition_checkpoints/siglip2_lora_vision_meta/tokenizer_config.json
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"backend": "tokenizers",
|
| 3 |
+
"bos_token": "<bos>",
|
| 4 |
+
"clean_up_tokenization_spaces": false,
|
| 5 |
+
"do_lower_case": true,
|
| 6 |
+
"eos_token": "<eos>",
|
| 7 |
+
"is_local": false,
|
| 8 |
+
"max_length": 64,
|
| 9 |
+
"model_input_names": [
|
| 10 |
+
"input_ids"
|
| 11 |
+
],
|
| 12 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 13 |
+
"pad_to_multiple_of": null,
|
| 14 |
+
"pad_token": "<pad>",
|
| 15 |
+
"pad_token_type_id": 0,
|
| 16 |
+
"padding_side": "right",
|
| 17 |
+
"processor_class": "SiglipProcessor",
|
| 18 |
+
"sp_model_kwargs": {},
|
| 19 |
+
"spaces_between_special_tokens": false,
|
| 20 |
+
"tokenizer_class": "TokenizersBackend",
|
| 21 |
+
"unk_token": "<unk>",
|
| 22 |
+
"use_default_system_prompt": false
|
| 23 |
+
}
|
open_recognition_checkpoints/siglip_lora_vision/README.md
ADDED
|
@@ -0,0 +1,206 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
base_model: google/siglip-base-patch16-224
|
| 3 |
+
library_name: peft
|
| 4 |
+
tags:
|
| 5 |
+
- base_model:adapter:google/siglip-base-patch16-224
|
| 6 |
+
- lora
|
| 7 |
+
- transformers
|
| 8 |
+
---
|
| 9 |
+
|
| 10 |
+
# Model Card for Model ID
|
| 11 |
+
|
| 12 |
+
<!-- Provide a quick summary of what the model is/does. -->
|
| 13 |
+
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
## Model Details
|
| 17 |
+
|
| 18 |
+
### Model Description
|
| 19 |
+
|
| 20 |
+
<!-- Provide a longer summary of what this model is. -->
|
| 21 |
+
|
| 22 |
+
|
| 23 |
+
|
| 24 |
+
- **Developed by:** [More Information Needed]
|
| 25 |
+
- **Funded by [optional]:** [More Information Needed]
|
| 26 |
+
- **Shared by [optional]:** [More Information Needed]
|
| 27 |
+
- **Model type:** [More Information Needed]
|
| 28 |
+
- **Language(s) (NLP):** [More Information Needed]
|
| 29 |
+
- **License:** [More Information Needed]
|
| 30 |
+
- **Finetuned from model [optional]:** [More Information Needed]
|
| 31 |
+
|
| 32 |
+
### Model Sources [optional]
|
| 33 |
+
|
| 34 |
+
<!-- Provide the basic links for the model. -->
|
| 35 |
+
|
| 36 |
+
- **Repository:** [More Information Needed]
|
| 37 |
+
- **Paper [optional]:** [More Information Needed]
|
| 38 |
+
- **Demo [optional]:** [More Information Needed]
|
| 39 |
+
|
| 40 |
+
## Uses
|
| 41 |
+
|
| 42 |
+
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
|
| 43 |
+
|
| 44 |
+
### Direct Use
|
| 45 |
+
|
| 46 |
+
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
|
| 47 |
+
|
| 48 |
+
[More Information Needed]
|
| 49 |
+
|
| 50 |
+
### Downstream Use [optional]
|
| 51 |
+
|
| 52 |
+
<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
|
| 53 |
+
|
| 54 |
+
[More Information Needed]
|
| 55 |
+
|
| 56 |
+
### Out-of-Scope Use
|
| 57 |
+
|
| 58 |
+
<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
|
| 59 |
+
|
| 60 |
+
[More Information Needed]
|
| 61 |
+
|
| 62 |
+
## Bias, Risks, and Limitations
|
| 63 |
+
|
| 64 |
+
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
|
| 65 |
+
|
| 66 |
+
[More Information Needed]
|
| 67 |
+
|
| 68 |
+
### Recommendations
|
| 69 |
+
|
| 70 |
+
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
|
| 71 |
+
|
| 72 |
+
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
|
| 73 |
+
|
| 74 |
+
## How to Get Started with the Model
|
| 75 |
+
|
| 76 |
+
Use the code below to get started with the model.
|
| 77 |
+
|
| 78 |
+
[More Information Needed]
|
| 79 |
+
|
| 80 |
+
## Training Details
|
| 81 |
+
|
| 82 |
+
### Training Data
|
| 83 |
+
|
| 84 |
+
<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
|
| 85 |
+
|
| 86 |
+
[More Information Needed]
|
| 87 |
+
|
| 88 |
+
### Training Procedure
|
| 89 |
+
|
| 90 |
+
<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
|
| 91 |
+
|
| 92 |
+
#### Preprocessing [optional]
|
| 93 |
+
|
| 94 |
+
[More Information Needed]
|
| 95 |
+
|
| 96 |
+
|
| 97 |
+
#### Training Hyperparameters
|
| 98 |
+
|
| 99 |
+
- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
|
| 100 |
+
|
| 101 |
+
#### Speeds, Sizes, Times [optional]
|
| 102 |
+
|
| 103 |
+
<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
|
| 104 |
+
|
| 105 |
+
[More Information Needed]
|
| 106 |
+
|
| 107 |
+
## Evaluation
|
| 108 |
+
|
| 109 |
+
<!-- This section describes the evaluation protocols and provides the results. -->
|
| 110 |
+
|
| 111 |
+
### Testing Data, Factors & Metrics
|
| 112 |
+
|
| 113 |
+
#### Testing Data
|
| 114 |
+
|
| 115 |
+
<!-- This should link to a Dataset Card if possible. -->
|
| 116 |
+
|
| 117 |
+
[More Information Needed]
|
| 118 |
+
|
| 119 |
+
#### Factors
|
| 120 |
+
|
| 121 |
+
<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
|
| 122 |
+
|
| 123 |
+
[More Information Needed]
|
| 124 |
+
|
| 125 |
+
#### Metrics
|
| 126 |
+
|
| 127 |
+
<!-- These are the evaluation metrics being used, ideally with a description of why. -->
|
| 128 |
+
|
| 129 |
+
[More Information Needed]
|
| 130 |
+
|
| 131 |
+
### Results
|
| 132 |
+
|
| 133 |
+
[More Information Needed]
|
| 134 |
+
|
| 135 |
+
#### Summary
|
| 136 |
+
|
| 137 |
+
|
| 138 |
+
|
| 139 |
+
## Model Examination [optional]
|
| 140 |
+
|
| 141 |
+
<!-- Relevant interpretability work for the model goes here -->
|
| 142 |
+
|
| 143 |
+
[More Information Needed]
|
| 144 |
+
|
| 145 |
+
## Environmental Impact
|
| 146 |
+
|
| 147 |
+
<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
|
| 148 |
+
|
| 149 |
+
Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
|
| 150 |
+
|
| 151 |
+
- **Hardware Type:** [More Information Needed]
|
| 152 |
+
- **Hours used:** [More Information Needed]
|
| 153 |
+
- **Cloud Provider:** [More Information Needed]
|
| 154 |
+
- **Compute Region:** [More Information Needed]
|
| 155 |
+
- **Carbon Emitted:** [More Information Needed]
|
| 156 |
+
|
| 157 |
+
## Technical Specifications [optional]
|
| 158 |
+
|
| 159 |
+
### Model Architecture and Objective
|
| 160 |
+
|
| 161 |
+
[More Information Needed]
|
| 162 |
+
|
| 163 |
+
### Compute Infrastructure
|
| 164 |
+
|
| 165 |
+
[More Information Needed]
|
| 166 |
+
|
| 167 |
+
#### Hardware
|
| 168 |
+
|
| 169 |
+
[More Information Needed]
|
| 170 |
+
|
| 171 |
+
#### Software
|
| 172 |
+
|
| 173 |
+
[More Information Needed]
|
| 174 |
+
|
| 175 |
+
## Citation [optional]
|
| 176 |
+
|
| 177 |
+
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
|
| 178 |
+
|
| 179 |
+
**BibTeX:**
|
| 180 |
+
|
| 181 |
+
[More Information Needed]
|
| 182 |
+
|
| 183 |
+
**APA:**
|
| 184 |
+
|
| 185 |
+
[More Information Needed]
|
| 186 |
+
|
| 187 |
+
## Glossary [optional]
|
| 188 |
+
|
| 189 |
+
<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
|
| 190 |
+
|
| 191 |
+
[More Information Needed]
|
| 192 |
+
|
| 193 |
+
## More Information [optional]
|
| 194 |
+
|
| 195 |
+
[More Information Needed]
|
| 196 |
+
|
| 197 |
+
## Model Card Authors [optional]
|
| 198 |
+
|
| 199 |
+
[More Information Needed]
|
| 200 |
+
|
| 201 |
+
## Model Card Contact
|
| 202 |
+
|
| 203 |
+
[More Information Needed]
|
| 204 |
+
### Framework versions
|
| 205 |
+
|
| 206 |
+
- PEFT 0.18.1
|
open_recognition_checkpoints/siglip_lora_vision/adapter_config.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"alora_invocation_tokens": null,
|
| 3 |
+
"alpha_pattern": {},
|
| 4 |
+
"arrow_config": null,
|
| 5 |
+
"auto_mapping": {
|
| 6 |
+
"base_model_class": "SiglipModel",
|
| 7 |
+
"parent_library": "transformers.models.siglip.modeling_siglip"
|
| 8 |
+
},
|
| 9 |
+
"base_model_name_or_path": "google/siglip-base-patch16-224",
|
| 10 |
+
"bias": "none",
|
| 11 |
+
"corda_config": null,
|
| 12 |
+
"ensure_weight_tying": false,
|
| 13 |
+
"eva_config": null,
|
| 14 |
+
"exclude_modules": [
|
| 15 |
+
"text_model"
|
| 16 |
+
],
|
| 17 |
+
"fan_in_fan_out": false,
|
| 18 |
+
"inference_mode": true,
|
| 19 |
+
"init_lora_weights": true,
|
| 20 |
+
"layer_replication": null,
|
| 21 |
+
"layers_pattern": null,
|
| 22 |
+
"layers_to_transform": null,
|
| 23 |
+
"loftq_config": {},
|
| 24 |
+
"lora_alpha": 32,
|
| 25 |
+
"lora_bias": false,
|
| 26 |
+
"lora_dropout": 0.05,
|
| 27 |
+
"megatron_config": null,
|
| 28 |
+
"megatron_core": "megatron.core",
|
| 29 |
+
"modules_to_save": null,
|
| 30 |
+
"peft_type": "LORA",
|
| 31 |
+
"peft_version": "0.18.1",
|
| 32 |
+
"qalora_group_size": 16,
|
| 33 |
+
"r": 16,
|
| 34 |
+
"rank_pattern": {},
|
| 35 |
+
"revision": null,
|
| 36 |
+
"target_modules": [
|
| 37 |
+
"v_proj",
|
| 38 |
+
"q_proj"
|
| 39 |
+
],
|
| 40 |
+
"target_parameters": null,
|
| 41 |
+
"task_type": null,
|
| 42 |
+
"trainable_token_indices": null,
|
| 43 |
+
"use_dora": false,
|
| 44 |
+
"use_qalora": false,
|
| 45 |
+
"use_rslora": false
|
| 46 |
+
}
|
open_recognition_checkpoints/siglip_lora_vision/adapter_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bc6b0b8de47bc15acca03908594fc04515646240704693d8cb6c51e7d37f7f67
|
| 3 |
+
size 4732520
|
open_recognition_checkpoints/siglip_lora_vision/clip_siglip_train_meta.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"base_model_id": "google/siglip-base-patch16-224",
|
| 3 |
+
"train_split": "train",
|
| 4 |
+
"species_split_filter": null,
|
| 5 |
+
"text_col": "label_text",
|
| 6 |
+
"epochs": 1,
|
| 7 |
+
"batch_size": 128,
|
| 8 |
+
"lr": 0.0004,
|
| 9 |
+
"lora_r": 16,
|
| 10 |
+
"lora_alpha": 32,
|
| 11 |
+
"bf16": false,
|
| 12 |
+
"lowercase_text": true,
|
| 13 |
+
"steps": 212,
|
| 14 |
+
"n_samples": 27082,
|
| 15 |
+
"weak_col": null,
|
| 16 |
+
"meta_loss_weight": 0.0
|
| 17 |
+
}
|
open_recognition_checkpoints/siglip_lora_vision/processor_config.json
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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": "SiglipImageProcessor",
|
| 13 |
+
"image_std": [
|
| 14 |
+
0.5,
|
| 15 |
+
0.5,
|
| 16 |
+
0.5
|
| 17 |
+
],
|
| 18 |
+
"resample": 3,
|
| 19 |
+
"rescale_factor": 0.00392156862745098,
|
| 20 |
+
"size": {
|
| 21 |
+
"height": 224,
|
| 22 |
+
"width": 224
|
| 23 |
+
}
|
| 24 |
+
},
|
| 25 |
+
"processor_class": "SiglipProcessor"
|
| 26 |
+
}
|
open_recognition_checkpoints/siglip_lora_vision/spiece.model
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1e5036bed065526c3c212dfbe288752391797c4bb1a284aa18c9a0b23fcaf8ec
|
| 3 |
+
size 798330
|
open_recognition_checkpoints/siglip_lora_vision/tokenizer_config.json
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"1": {
|
| 4 |
+
"content": "</s>",
|
| 5 |
+
"lstrip": true,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": true,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"2": {
|
| 12 |
+
"content": "<unk>",
|
| 13 |
+
"lstrip": true,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": true,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
}
|
| 19 |
+
},
|
| 20 |
+
"additional_special_tokens": null,
|
| 21 |
+
"backend": "sentencepiece",
|
| 22 |
+
"clean_up_tokenization_spaces": true,
|
| 23 |
+
"do_lower_case": true,
|
| 24 |
+
"eos_token": "</s>",
|
| 25 |
+
"extra_special_tokens": [],
|
| 26 |
+
"is_local": false,
|
| 27 |
+
"model_input_names": [
|
| 28 |
+
"input_ids"
|
| 29 |
+
],
|
| 30 |
+
"model_max_length": 64,
|
| 31 |
+
"pad_token": "</s>",
|
| 32 |
+
"processor_class": "SiglipProcessor",
|
| 33 |
+
"sp_model_kwargs": {},
|
| 34 |
+
"tokenizer_class": "SiglipTokenizer",
|
| 35 |
+
"unk_token": "<unk>"
|
| 36 |
+
}
|
open_recognition_checkpoints/siglip_lora_vision_meta/README.md
ADDED
|
@@ -0,0 +1,206 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
base_model: google/siglip-base-patch16-224
|
| 3 |
+
library_name: peft
|
| 4 |
+
tags:
|
| 5 |
+
- base_model:adapter:google/siglip-base-patch16-224
|
| 6 |
+
- lora
|
| 7 |
+
- transformers
|
| 8 |
+
---
|
| 9 |
+
|
| 10 |
+
# Model Card for Model ID
|
| 11 |
+
|
| 12 |
+
<!-- Provide a quick summary of what the model is/does. -->
|
| 13 |
+
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
## Model Details
|
| 17 |
+
|
| 18 |
+
### Model Description
|
| 19 |
+
|
| 20 |
+
<!-- Provide a longer summary of what this model is. -->
|
| 21 |
+
|
| 22 |
+
|
| 23 |
+
|
| 24 |
+
- **Developed by:** [More Information Needed]
|
| 25 |
+
- **Funded by [optional]:** [More Information Needed]
|
| 26 |
+
- **Shared by [optional]:** [More Information Needed]
|
| 27 |
+
- **Model type:** [More Information Needed]
|
| 28 |
+
- **Language(s) (NLP):** [More Information Needed]
|
| 29 |
+
- **License:** [More Information Needed]
|
| 30 |
+
- **Finetuned from model [optional]:** [More Information Needed]
|
| 31 |
+
|
| 32 |
+
### Model Sources [optional]
|
| 33 |
+
|
| 34 |
+
<!-- Provide the basic links for the model. -->
|
| 35 |
+
|
| 36 |
+
- **Repository:** [More Information Needed]
|
| 37 |
+
- **Paper [optional]:** [More Information Needed]
|
| 38 |
+
- **Demo [optional]:** [More Information Needed]
|
| 39 |
+
|
| 40 |
+
## Uses
|
| 41 |
+
|
| 42 |
+
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
|
| 43 |
+
|
| 44 |
+
### Direct Use
|
| 45 |
+
|
| 46 |
+
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
|
| 47 |
+
|
| 48 |
+
[More Information Needed]
|
| 49 |
+
|
| 50 |
+
### Downstream Use [optional]
|
| 51 |
+
|
| 52 |
+
<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
|
| 53 |
+
|
| 54 |
+
[More Information Needed]
|
| 55 |
+
|
| 56 |
+
### Out-of-Scope Use
|
| 57 |
+
|
| 58 |
+
<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
|
| 59 |
+
|
| 60 |
+
[More Information Needed]
|
| 61 |
+
|
| 62 |
+
## Bias, Risks, and Limitations
|
| 63 |
+
|
| 64 |
+
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
|
| 65 |
+
|
| 66 |
+
[More Information Needed]
|
| 67 |
+
|
| 68 |
+
### Recommendations
|
| 69 |
+
|
| 70 |
+
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
|
| 71 |
+
|
| 72 |
+
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
|
| 73 |
+
|
| 74 |
+
## How to Get Started with the Model
|
| 75 |
+
|
| 76 |
+
Use the code below to get started with the model.
|
| 77 |
+
|
| 78 |
+
[More Information Needed]
|
| 79 |
+
|
| 80 |
+
## Training Details
|
| 81 |
+
|
| 82 |
+
### Training Data
|
| 83 |
+
|
| 84 |
+
<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
|
| 85 |
+
|
| 86 |
+
[More Information Needed]
|
| 87 |
+
|
| 88 |
+
### Training Procedure
|
| 89 |
+
|
| 90 |
+
<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
|
| 91 |
+
|
| 92 |
+
#### Preprocessing [optional]
|
| 93 |
+
|
| 94 |
+
[More Information Needed]
|
| 95 |
+
|
| 96 |
+
|
| 97 |
+
#### Training Hyperparameters
|
| 98 |
+
|
| 99 |
+
- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
|
| 100 |
+
|
| 101 |
+
#### Speeds, Sizes, Times [optional]
|
| 102 |
+
|
| 103 |
+
<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
|
| 104 |
+
|
| 105 |
+
[More Information Needed]
|
| 106 |
+
|
| 107 |
+
## Evaluation
|
| 108 |
+
|
| 109 |
+
<!-- This section describes the evaluation protocols and provides the results. -->
|
| 110 |
+
|
| 111 |
+
### Testing Data, Factors & Metrics
|
| 112 |
+
|
| 113 |
+
#### Testing Data
|
| 114 |
+
|
| 115 |
+
<!-- This should link to a Dataset Card if possible. -->
|
| 116 |
+
|
| 117 |
+
[More Information Needed]
|
| 118 |
+
|
| 119 |
+
#### Factors
|
| 120 |
+
|
| 121 |
+
<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
|
| 122 |
+
|
| 123 |
+
[More Information Needed]
|
| 124 |
+
|
| 125 |
+
#### Metrics
|
| 126 |
+
|
| 127 |
+
<!-- These are the evaluation metrics being used, ideally with a description of why. -->
|
| 128 |
+
|
| 129 |
+
[More Information Needed]
|
| 130 |
+
|
| 131 |
+
### Results
|
| 132 |
+
|
| 133 |
+
[More Information Needed]
|
| 134 |
+
|
| 135 |
+
#### Summary
|
| 136 |
+
|
| 137 |
+
|
| 138 |
+
|
| 139 |
+
## Model Examination [optional]
|
| 140 |
+
|
| 141 |
+
<!-- Relevant interpretability work for the model goes here -->
|
| 142 |
+
|
| 143 |
+
[More Information Needed]
|
| 144 |
+
|
| 145 |
+
## Environmental Impact
|
| 146 |
+
|
| 147 |
+
<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
|
| 148 |
+
|
| 149 |
+
Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
|
| 150 |
+
|
| 151 |
+
- **Hardware Type:** [More Information Needed]
|
| 152 |
+
- **Hours used:** [More Information Needed]
|
| 153 |
+
- **Cloud Provider:** [More Information Needed]
|
| 154 |
+
- **Compute Region:** [More Information Needed]
|
| 155 |
+
- **Carbon Emitted:** [More Information Needed]
|
| 156 |
+
|
| 157 |
+
## Technical Specifications [optional]
|
| 158 |
+
|
| 159 |
+
### Model Architecture and Objective
|
| 160 |
+
|
| 161 |
+
[More Information Needed]
|
| 162 |
+
|
| 163 |
+
### Compute Infrastructure
|
| 164 |
+
|
| 165 |
+
[More Information Needed]
|
| 166 |
+
|
| 167 |
+
#### Hardware
|
| 168 |
+
|
| 169 |
+
[More Information Needed]
|
| 170 |
+
|
| 171 |
+
#### Software
|
| 172 |
+
|
| 173 |
+
[More Information Needed]
|
| 174 |
+
|
| 175 |
+
## Citation [optional]
|
| 176 |
+
|
| 177 |
+
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
|
| 178 |
+
|
| 179 |
+
**BibTeX:**
|
| 180 |
+
|
| 181 |
+
[More Information Needed]
|
| 182 |
+
|
| 183 |
+
**APA:**
|
| 184 |
+
|
| 185 |
+
[More Information Needed]
|
| 186 |
+
|
| 187 |
+
## Glossary [optional]
|
| 188 |
+
|
| 189 |
+
<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
|
| 190 |
+
|
| 191 |
+
[More Information Needed]
|
| 192 |
+
|
| 193 |
+
## More Information [optional]
|
| 194 |
+
|
| 195 |
+
[More Information Needed]
|
| 196 |
+
|
| 197 |
+
## Model Card Authors [optional]
|
| 198 |
+
|
| 199 |
+
[More Information Needed]
|
| 200 |
+
|
| 201 |
+
## Model Card Contact
|
| 202 |
+
|
| 203 |
+
[More Information Needed]
|
| 204 |
+
### Framework versions
|
| 205 |
+
|
| 206 |
+
- PEFT 0.18.1
|
open_recognition_checkpoints/siglip_lora_vision_meta/adapter_config.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"alora_invocation_tokens": null,
|
| 3 |
+
"alpha_pattern": {},
|
| 4 |
+
"arrow_config": null,
|
| 5 |
+
"auto_mapping": {
|
| 6 |
+
"base_model_class": "SiglipModel",
|
| 7 |
+
"parent_library": "transformers.models.siglip.modeling_siglip"
|
| 8 |
+
},
|
| 9 |
+
"base_model_name_or_path": "google/siglip-base-patch16-224",
|
| 10 |
+
"bias": "none",
|
| 11 |
+
"corda_config": null,
|
| 12 |
+
"ensure_weight_tying": false,
|
| 13 |
+
"eva_config": null,
|
| 14 |
+
"exclude_modules": [
|
| 15 |
+
"text_model"
|
| 16 |
+
],
|
| 17 |
+
"fan_in_fan_out": false,
|
| 18 |
+
"inference_mode": true,
|
| 19 |
+
"init_lora_weights": true,
|
| 20 |
+
"layer_replication": null,
|
| 21 |
+
"layers_pattern": null,
|
| 22 |
+
"layers_to_transform": null,
|
| 23 |
+
"loftq_config": {},
|
| 24 |
+
"lora_alpha": 32,
|
| 25 |
+
"lora_bias": false,
|
| 26 |
+
"lora_dropout": 0.05,
|
| 27 |
+
"megatron_config": null,
|
| 28 |
+
"megatron_core": "megatron.core",
|
| 29 |
+
"modules_to_save": null,
|
| 30 |
+
"peft_type": "LORA",
|
| 31 |
+
"peft_version": "0.18.1",
|
| 32 |
+
"qalora_group_size": 16,
|
| 33 |
+
"r": 16,
|
| 34 |
+
"rank_pattern": {},
|
| 35 |
+
"revision": null,
|
| 36 |
+
"target_modules": [
|
| 37 |
+
"v_proj",
|
| 38 |
+
"q_proj"
|
| 39 |
+
],
|
| 40 |
+
"target_parameters": null,
|
| 41 |
+
"task_type": null,
|
| 42 |
+
"trainable_token_indices": null,
|
| 43 |
+
"use_dora": false,
|
| 44 |
+
"use_qalora": false,
|
| 45 |
+
"use_rslora": false
|
| 46 |
+
}
|
open_recognition_checkpoints/siglip_lora_vision_meta/adapter_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:961b4968e51a1cc55c1aa886f16dcb012396684c776afe808649d7b7271c25ed
|
| 3 |
+
size 4732520
|
open_recognition_checkpoints/siglip_lora_vision_meta/clip_siglip_train_meta.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"base_model_id": "google/siglip-base-patch16-224",
|
| 3 |
+
"train_split": "train",
|
| 4 |
+
"species_split_filter": null,
|
| 5 |
+
"text_col": "label_text",
|
| 6 |
+
"epochs": 1,
|
| 7 |
+
"batch_size": 8,
|
| 8 |
+
"lr": 0.0001,
|
| 9 |
+
"lora_r": 16,
|
| 10 |
+
"lora_alpha": 32,
|
| 11 |
+
"bf16": false,
|
| 12 |
+
"lowercase_text": true,
|
| 13 |
+
"steps": 3386,
|
| 14 |
+
"n_samples": 27082,
|
| 15 |
+
"weak_col": "weak_context_text",
|
| 16 |
+
"meta_loss_weight": 0.1
|
| 17 |
+
}
|
open_recognition_checkpoints/siglip_lora_vision_meta/processor_config.json
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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": "SiglipImageProcessor",
|
| 13 |
+
"image_std": [
|
| 14 |
+
0.5,
|
| 15 |
+
0.5,
|
| 16 |
+
0.5
|
| 17 |
+
],
|
| 18 |
+
"resample": 3,
|
| 19 |
+
"rescale_factor": 0.00392156862745098,
|
| 20 |
+
"size": {
|
| 21 |
+
"height": 224,
|
| 22 |
+
"width": 224
|
| 23 |
+
}
|
| 24 |
+
},
|
| 25 |
+
"processor_class": "SiglipProcessor"
|
| 26 |
+
}
|
open_recognition_checkpoints/siglip_lora_vision_meta/spiece.model
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1e5036bed065526c3c212dfbe288752391797c4bb1a284aa18c9a0b23fcaf8ec
|
| 3 |
+
size 798330
|
open_recognition_checkpoints/siglip_lora_vision_meta/tokenizer_config.json
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"1": {
|
| 4 |
+
"content": "</s>",
|
| 5 |
+
"lstrip": true,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": true,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"2": {
|
| 12 |
+
"content": "<unk>",
|
| 13 |
+
"lstrip": true,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": true,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
}
|
| 19 |
+
},
|
| 20 |
+
"additional_special_tokens": null,
|
| 21 |
+
"backend": "sentencepiece",
|
| 22 |
+
"clean_up_tokenization_spaces": true,
|
| 23 |
+
"do_lower_case": true,
|
| 24 |
+
"eos_token": "</s>",
|
| 25 |
+
"extra_special_tokens": [],
|
| 26 |
+
"is_local": false,
|
| 27 |
+
"model_input_names": [
|
| 28 |
+
"input_ids"
|
| 29 |
+
],
|
| 30 |
+
"model_max_length": 64,
|
| 31 |
+
"pad_token": "</s>",
|
| 32 |
+
"processor_class": "SiglipProcessor",
|
| 33 |
+
"sp_model_kwargs": {},
|
| 34 |
+
"tokenizer_class": "SiglipTokenizer",
|
| 35 |
+
"unk_token": "<unk>"
|
| 36 |
+
}
|