Standardize config.json for native Transformers integration

config.json

@@ -1,61 +1,23 @@
 {
-  "activation_function": "swiglu",
   "architectures": [
     "NomicBertModel"
   ],
-  "attn_pdrop": 0.0,
-  "auto_map": {                                                                                                                                                                                                                 
-    "AutoConfig": "nomic-ai/nomic-bert-2048--configuration_hf_nomic_bert.NomicBertConfig",
-    "AutoModel": "nomic-ai/nomic-bert-2048--modeling_hf_nomic_bert.NomicBertModel",
-    "AutoModelForMaskedLM": "nomic-ai/nomic-bert-2048--modeling_hf_nomic_bert.NomicBertForPreTraining",
-    "AutoModelForSequenceClassification": "nomic-ai/nomic-bert-2048--modeling_hf_nomic_bert.NomicBertForSequenceClassification",
-    "AutoModelForMultipleChoice": "nomic-ai/nomic-bert-2048--modeling_hf_nomic_bert.NomicBertForMultipleChoice",
-    "AutoModelForQuestionAnswering": "nomic-ai/nomic-bert-2048--modeling_hf_nomic_bert.NomicBertForQuestionAnswering",
-    "AutoModelForTokenClassification": "nomic-ai/nomic-bert-2048--modeling_hf_nomic_bert.NomicBertForTokenClassification"
-  },
-  "bos_token_id": null,
-  "causal": false,
-  "dense_seq_output": true,
-  "embd_pdrop": 0.0,
-  "eos_token_id": null,
-  "fused_bias_fc": true,
-  "fused_dropout_add_ln": true,
-  "initializer_range": 0.02,
-  "layer_norm_epsilon": 1e-12,
-  "max_trained_positions": 2048,
-  "mlp_fc1_bias": false,
-  "mlp_fc2_bias": false,
   "model_type": "nomic_bert",
-  "n_embd": 768,
-  "n_head": 12,
-  "n_inner": 3072,
-  "n_layer": 12,
-  "n_positions": 8192,
-  "pad_vocab_size_multiple": 64,
-  "parallel_block": false,
-  "parallel_block_tied_norm": false,
-  "prenorm": false,
-  "qkv_proj_bias": false,
-  "reorder_and_upcast_attn": false,
-  "resid_pdrop": 0.0,
-  "rotary_emb_base": 1000,
-  "rotary_emb_fraction": 1.0,
-  "rotary_emb_interleaved": false,
-  "rotary_emb_scale_base": null,
-  "rotary_scaling_factor": null,
-  "scale_attn_by_inverse_layer_idx": false,
-  "scale_attn_weights": true,
-  "summary_activation": null,
-  "summary_first_dropout": 0.0,
-  "summary_proj_to_labels": true,
-  "summary_type": "cls_index",
-  "summary_use_proj": true,
-  "torch_dtype": "float32",
-  "transformers_version": "4.37.2",
+  "vocab_size": 30528,
+  "hidden_size": 768,
+  "num_hidden_layers": 12,
+  "num_attention_heads": 12,
+  "intermediate_size": 3072,
+  "hidden_act": "silu",
+  "hidden_dropout_prob": 0.0,
+  "attention_probs_dropout_prob": 0.0,
+  "max_position_embeddings": 8192,
   "type_vocab_size": 2,
-  "use_cache": true,
-  "use_flash_attn": true,
-  "use_rms_norm": false,
-  "use_xentropy": true,
-  "vocab_size": 30528
-}
+  "initializer_range": 0.02,
+  "layer_norm_eps": 1e-12,
+  "pad_token_id": 0,
+  "add_pooling_layer": false,
+  "tie_word_embeddings": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.40.0"
+}