Image-to-Text
Transformers
Safetensors
Japanese
English
sarashina2_vision
text-generation
multimodal
ocr
document-understanding
vision-language
custom_code
Instructions to use subhash4face/sarashina2.2-ocr with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use subhash4face/sarashina2.2-ocr 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="subhash4face/sarashina2.2-ocr", trust_remote_code=True)# Load model directly from transformers import AutoModelForCausalLM model = AutoModelForCausalLM.from_pretrained("subhash4face/sarashina2.2-ocr", trust_remote_code=True, dtype="auto") - Notebooks
- Google Colab
- Kaggle
File size: 1,843 Bytes
3c75782 | 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 74 75 76 77 | {
"architectures": [
"Sarashina2VisionForCausalLM"
],
"auto_map": {
"AutoConfig": "configuration_sarashina2_vision.Sarashina2VisionConfig",
"AutoModelForCausalLM": "modeling_sarashina2_vision.Sarashina2VisionForCausalLM"
},
"bos_token_id": 1,
"dtype": "bfloat16",
"eos_token_id": 2,
"hidden_act": "silu",
"image_token_id": 14,
"model_type": "sarashina2_vision",
"pad_token_id": 3,
"rope_scaling": {
"mrope_interleaved": true,
"mrope_section": [
20,
30,
30
],
"rope_type": "default",
"spatial_reset": true
},
"text_config": {
"_name_or_path": "sbintuitions/sarashina2.2-3b-instruct-v0.1",
"architectures": [
"LlamaForCausalLM"
],
"attention_bias": false,
"attention_dropout": 0.0,
"dtype": "bfloat16",
"head_dim": 160,
"hidden_act": "silu",
"hidden_size": 2560,
"initializer_range": 0.02,
"intermediate_size": 8960,
"max_position_embeddings": 16384,
"mlp_bias": false,
"model_type": "llama",
"num_attention_heads": 16,
"num_hidden_layers": 32,
"num_key_value_heads": 8,
"pretraining_tp": 1,
"rms_norm_eps": 1e-05,
"rope_scaling": null,
"rope_theta": 500000,
"use_cache": true,
"vocab_size": 102400
},
"transformers_version": "4.57.1",
"video_token_id": 102399,
"vision_config": {
"deepstack_visual_indices": [
6,
13,
20
],
"depth": 27,
"embed_dim": 1152,
"hidden_act": "gelu_pytorch_tanh",
"hidden_size": 2560,
"in_channels": 3,
"initializer_range": 0.02,
"mlp_ratio": 3.7362,
"model_type": "qwen2_vl",
"num_heads": 16,
"patch_size": 14,
"spatial_merge_size": 2,
"temporal_patch_size": 2
},
"vision_end_token_id": 102398,
"vision_start_token_id": 102397,
"vocab_size": 102400
}
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