YogeLiu/TexTeller
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Update model config

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This commit is contained in:
三洋三洋
2024-06-22 22:08:08 +08:00
parent 25f6cddf72
commit 6793142557
2 changed files with 27 additions and 15 deletions
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10
src/models/ocr_model/model/TexTeller.py
View File

@@ -18,11 +18,11 @@ from transformers import (
class TexTeller(VisionEncoderDecoderModel):
REPO_NAME = 'OleehyO/TexTeller'
def __init__(self):
config = VisionEncoderDecoderConfig.from_pretrained('/home/lhy/code/TexTeller/src/models/ocr_model/model/trocr-small')
config.encoder.image_size = FIXED_IMG_SIZE
config.encoder.num_channels = IMG_CHANNELS
config.decoder.vocab_size=VOCAB_SIZE
config.decoder.max_position_embeddings=MAX_TOKEN_SIZE
config = VisionEncoderDecoderConfig.from_pretrained(Path(__file__).resolve().parent / "config.json")
config.encoder.image_size = FIXED_IMG_SIZE
config.encoder.num_channels = IMG_CHANNELS
config.decoder.vocab_size = VOCAB_SIZE
config.decoder.max_position_embeddings = MAX_TOKEN_SIZE
super().__init__(config=config)

32
src/models/ocr_model/model/config.json
View File

@@ -1,4 +1,5 @@
{
"_name_or_path": "OleehyO/TexTeller",
"architectures": [
"VisionEncoderDecoderModel"
],
@@ -10,9 +11,11 @@
"architectures": null,
"attention_dropout": 0.0,
"bad_words_ids": null,
"begin_suppress_tokens": null,
"bos_token_id": 0,
"chunk_size_feed_forward": 0,
"classifier_dropout": 0.0,
"cross_attention_hidden_size": 768,
"d_model": 1024,
"decoder_attention_heads": 16,
"decoder_ffn_dim": 4096,
@@ -23,9 +26,9 @@
"do_sample": false,
"dropout": 0.1,
"early_stopping": false,
"cross_attention_hidden_size": 768,
"encoder_no_repeat_ngram_size": 0,
"eos_token_id": 2,
"exponential_decay_length_penalty": null,
"finetuning_task": null,
"forced_bos_token_id": null,
"forced_eos_token_id": null,
@@ -40,9 +43,10 @@
"LABEL_0": 0,
"LABEL_1": 1
},
"layernorm_embedding": true,
"length_penalty": 1.0,
"max_length": 20,
"max_position_embeddings": 512,
"max_position_embeddings": 1024,
"min_length": 0,
"model_type": "trocr",
"no_repeat_ngram_size": 0,
@@ -62,8 +66,10 @@
"return_dict_in_generate": false,
"scale_embedding": false,
"sep_token_id": null,
"suppress_tokens": null,
"task_specific_params": null,
"temperature": 1.0,
"tf_legacy_loss": false,
"tie_encoder_decoder": false,
"tie_word_embeddings": true,
"tokenizer_class": null,
@@ -71,10 +77,11 @@
"top_p": 1.0,
"torch_dtype": null,
"torchscript": false,
"transformers_version": "4.12.0.dev0",
"typical_p": 1.0,
"use_bfloat16": false,
"use_cache": false,
"vocab_size": 50265
"use_learned_position_embeddings": true,
"vocab_size": 15000
},
"encoder": {
"_name_or_path": "",
@@ -82,15 +89,18 @@
"architectures": null,
"attention_probs_dropout_prob": 0.0,
"bad_words_ids": null,
"begin_suppress_tokens": null,
"bos_token_id": null,
"chunk_size_feed_forward": 0,
"cross_attention_hidden_size": null,
"decoder_start_token_id": null,
"diversity_penalty": 0.0,
"do_sample": false,
"early_stopping": false,
"cross_attention_hidden_size": null,
"encoder_no_repeat_ngram_size": 0,
"encoder_stride": 16,
"eos_token_id": null,
"exponential_decay_length_penalty": null,
"finetuning_task": null,
"forced_bos_token_id": null,
"forced_eos_token_id": null,
@@ -101,7 +111,7 @@
"0": "LABEL_0",
"1": "LABEL_1"
},
"image_size": 384,
"image_size": 448,
"initializer_range": 0.02,
"intermediate_size": 3072,
"is_decoder": false,
@@ -119,7 +129,7 @@
"num_attention_heads": 12,
"num_beam_groups": 1,
"num_beams": 1,
"num_channels": 3,
"num_channels": 1,
"num_hidden_layers": 12,
"num_return_sequences": 1,
"output_attentions": false,
@@ -136,8 +146,10 @@
"return_dict": true,
"return_dict_in_generate": false,
"sep_token_id": null,
"suppress_tokens": null,
"task_specific_params": null,
"temperature": 1.0,
"tf_legacy_loss": false,
"tie_encoder_decoder": false,
"tie_word_embeddings": true,
"tokenizer_class": null,
@@ -145,12 +157,12 @@
"top_p": 1.0,
"torch_dtype": null,
"torchscript": false,
"transformers_version": "4.12.0.dev0",
"typical_p": 1.0,
"use_bfloat16": false
},
"is_encoder_decoder": true,
"model_type": "vision-encoder-decoder",
"tie_word_embeddings": false,
"torch_dtype": "float32",
"transformers_version": null
"transformers_version": "4.41.2",
"use_cache": true
}