Update model config

src/models/ocr_model/model/TexTeller.py

@@ -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 = VisionEncoderDecoderConfig.from_pretrained(Path(__file__).resolve().parent / "config.json")
-        config.encoder.image_size = FIXED_IMG_SIZE
+        config.encoder.image_size              = FIXED_IMG_SIZE
-        config.encoder.num_channels = IMG_CHANNELS
+        config.encoder.num_channels            = IMG_CHANNELS
-        config.decoder.vocab_size=VOCAB_SIZE
+        config.decoder.vocab_size              = VOCAB_SIZE
-        config.decoder.max_position_embeddings=MAX_TOKEN_SIZE
+        config.decoder.max_position_embeddings = MAX_TOKEN_SIZE
 
         super().__init__(config=config)
     

src/models/ocr_model/model/config.json

@@ -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": "4.41.2",
-  "transformers_version": null
+  "use_cache": true
 }