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Since this is not the proper GPT2 format tokenizer, remember to do this:
tokenizer = PreTrainedTokenizerFast(
tokenizer_file="gpt2_tokenizer.json",
model_max_length=512,
unk_token="<unk>",
pad_token="<pad>",
eos_token="</s>",
bos_token="<s>",
mask_token="<mask>",
)

config.json

@@ -0,0 +1,33 @@
+{
+  "activation_function": "gelu_new",
+  "architectures": [
+    "GPT2LMHeadModel"
+  ],
+  "attn_pdrop": 0.1,
+  "bos_token_id": 3,
+  "embd_pdrop": 0.1,
+  "eos_token_id": 2,
+  "initializer_range": 0.02,
+  "layer_norm_epsilon": 1e-05,
+  "model_type": "gpt2",
+  "n_ctx": 512,
+  "n_embd": 384,
+  "n_head": 6,
+  "n_inner": null,
+  "n_layer": 8,
+  "n_positions": 512,
+  "pad_token_id": 0,
+  "reorder_and_upcast_attn": false,
+  "resid_pdrop": 0.1,
+  "scale_attn_by_inverse_layer_idx": false,
+  "scale_attn_weights": true,
+  "summary_activation": null,
+  "summary_first_dropout": 0.1,
+  "summary_proj_to_labels": true,
+  "summary_type": "cls_index",
+  "summary_use_proj": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.44.0",
+  "use_cache": true,
+  "vocab_size": 462
+}

generation_config.json

@@ -0,0 +1,7 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 3,
+  "eos_token_id": 2,
+  "pad_token_id": 0,
+  "transformers_version": "4.44.0"
+}

gpt2_tokenizer.json

@@ -0,0 +1,1034 @@
+{
+  "version": "1.0",
+  "truncation": null,
+  "padding": null,
+  "added_tokens": [
+    {
+      "id": 0,
+      "content": "<pad>",
+      "single_word": false,
+      "lstrip": false,
+      "rstrip": false,
+      "normalized": false,
+      "special": true
+    },
+    {
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+      "content": "<unk>",
+      "single_word": false,
+      "lstrip": false,
+      "rstrip": false,
+      "normalized": false,
+      "special": true
+    },
+    {
+      "id": 2,
+      "content": "</s>",
+      "single_word": false,
+      "lstrip": false,
+      "rstrip": false,
+      "normalized": false,
+      "special": true
+    },
+    {
+      "id": 3,
+      "content": "<s>",
+      "single_word": false,
+      "lstrip": false,
+      "rstrip": false,
+      "normalized": false,
+      "special": true
+    },
+    {
+      "id": 4,
+      "content": "<mask>",
+      "single_word": false,
+      "lstrip": false,
+      "rstrip": false,
+      "normalized": false,
+      "special": true
+    },
+    {
+      "id": 5,
+      "content": "<extra_id_0>",
+      "single_word": false,
+      "lstrip": false,
+      "rstrip": false,
+      "normalized": false,
+      "special": true
+    },
+    {
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+      "content": "<extra_id_1>",
+      "single_word": false,
+      "lstrip": false,
+      "rstrip": false,
+      "normalized": false,
+      "special": true
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+      "content": "<extra_id_2>",
+      "single_word": false,
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+      "rstrip": false,
+      "normalized": false,
+      "special": true
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+      "single_word": false,
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+      "rstrip": false,
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+      "special": true
+    }
+  ],
+  "normalizer": null,
+  "pre_tokenizer": {
+    "type": "WhitespaceSplit"
+  },
+  "post_processor": {
+    "type": "TemplateProcessing",
+    "single": [
+      {
+        "SpecialToken": {
+          "id": "<s>",
+          "type_id": 0
+        }
+      },
+      {
+        "Sequence": {
+          "id": "A",
+          "type_id": 0
+        }
+      },
+      {
+        "SpecialToken": {
+          "id": "</s>",
+          "type_id": 0
+        }
+      }
+    ],
+    "pair": [
+      {
+        "Sequence": {
+          "id": "A",
+          "type_id": 0
+        }
+      },
+      {
+        "Sequence": {
+          "id": "B",
+          "type_id": 1
+        }
+      }
+    ],
+    "special_tokens": {
+      "</s>": {
+        "id": "</s>",
+        "ids": [
+          2
+        ],
+        "tokens": [
+          "</s>"
+        ]
+      },
+      "<s>": {
+        "id": "<s>",
+        "ids": [
+          3
+        ],
+        "tokens": [
+          "<s>"
+        ]
+      }
+    }
+  },
+  "decoder": null,
+  "model": {
+    "type": "WordPiece",
+    "unk_token": "<unk>",
+    "continuing_subword_prefix": "##",
+    "max_input_chars_per_word": 100,
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+      "[P@]": 140,
+      "[3H]": 141,
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+      "[/Br]": 143,
+      "[Ring3]": 144,
+      "[CH2-1]": 145,
+      "[Na]": 146,
+      "[\\Cl]": 147,
+      "[S-1]": 148,
+      "[\\O-1]": 149,
+      ".[I]": 150,
+      "[/C@@]": 151,
+      "[11CH3]": 152,
+      "[125I]": 153,
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+      "[S@+1]": 155,
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+      "[N@+1]": 157,
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+      "[131Cs]": 459,
+      "[125IH1]": 460,
+      "[H]": 461
+    }
+  }
+}

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