Image-to-Text
Transformers
Safetensors
Azerbaijani
glm_ocr
image-text-to-text
ocr
vision-language
markdown
azerbaijani
Instructions to use orucexe/azocr with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use orucexe/azocr with Transformers:
# Use a pipeline as a high-level helper # Warning: Pipeline type "image-to-text" is no longer supported in transformers v5. # You must load the model directly (see below) or downgrade to v4.x with: # 'pip install "transformers<5.0.0' from transformers import pipeline pipe = pipeline("image-to-text", model="orucexe/azocr")# Load model directly from transformers import AutoTokenizer, AutoModelForMultimodalLM tokenizer = AutoTokenizer.from_pretrained("orucexe/azocr") model = AutoModelForMultimodalLM.from_pretrained("orucexe/azocr", device_map="auto") - Notebooks
- Google Colab
- Kaggle
File size: 1,741 Bytes
3169ae5 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 | {
"architectures": [
"GlmOcrForConditionalGeneration"
],
"dtype": "bfloat16",
"hidden_size": 1536,
"image_end_token_id": 59257,
"image_start_token_id": 59256,
"image_token_id": 59280,
"model_type": "glm_ocr",
"text_config": {
"attention_bias": false,
"attention_dropout": 0.0,
"dtype": "bfloat16",
"eos_token_id": [
59246,
59253
],
"head_dim": 128,
"hidden_act": "silu",
"hidden_size": 1536,
"initializer_range": 0.02,
"intermediate_size": 4608,
"max_position_embeddings": 131072,
"model_type": "glm_ocr_text",
"num_attention_heads": 16,
"num_hidden_layers": 16,
"num_key_value_heads": 8,
"num_nextn_predict_layers": 1,
"pad_token_id": 59246,
"rms_norm_eps": 1e-05,
"rope_parameters": {
"mrope_section": [
16,
24,
24
],
"partial_rotary_factor": 1.0,
"rope_theta": 10000,
"rope_type": "default"
},
"tie_word_embeddings": false,
"use_cache": true,
"vocab_size": 59392
},
"tie_word_embeddings": false,
"transformers_version": "5.15.1",
"use_cache": true,
"video_end_token_id": 59259,
"video_start_token_id": 59258,
"video_token_id": 59281,
"vision_config": {
"attention_bias": true,
"attention_dropout": 0.0,
"depth": 24,
"dtype": "bfloat16",
"hidden_act": "silu",
"hidden_dropout_prob": 0.0,
"hidden_size": 1024,
"image_size": 336,
"in_channels": 3,
"initializer_range": 0.02,
"intermediate_size": 4096,
"model_type": "glm_ocr_vision",
"num_heads": 16,
"out_hidden_size": 1536,
"patch_size": 14,
"rms_norm_eps": 1e-05,
"spatial_merge_size": 2,
"temporal_patch_size": 2
}
}
|