config.json

{
  "_name_or_path": "nomic-ai/nomic-xlm-2048",
  "activation_function": "gelu",
  "add_pooling_layer": false,
  "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",
    "AutoModelForMultipleChoice": "nomic-ai/nomic-bert-2048--modeling_hf_nomic_bert.NomicBertForMultipleChoice",
    "AutoModelForQuestionAnswering": "nomic-ai/nomic-bert-2048--modeling_hf_nomic_bert.NomicBertForQuestionAnswering",
    "AutoModelForSequenceClassification": "nomic-ai/nomic-bert-2048--modeling_hf_nomic_bert.NomicBertForSequenceClassification",
    "AutoModelForTokenClassification": "nomic-ai/nomic-bert-2048--modeling_hf_nomic_bert.NomicBertForTokenClassification"
  },
  "bos_token_id": null,
  "causal": false,
  "dense_seq_output": true,
  "embd_pdrop": 0.1,
  "eos_token_id": null,
  "expert_choice_router": false,
  "ffn_div": 1,
  "fused_bias_fc": true,
  "fused_dropout_add_ln": true,
  "initializer_range": 0.02,
  "layer_norm_epsilon": 1e-05,
  "max_trained_positions": 2048,
  "mlp_fc1_bias": true,
  "mlp_fc2_bias": true,
  "model_type": "nomic_bert",
  "moe_every_n_layers": 2,
  "moe_impl": "megablocks",
  "moe_normalize_expert_weights": false,
  "moe_resid_pdrop": 0.0,
  "moe_top_k": 2,
  "n_embd": 768,
  "n_head": 12,
  "n_inner": 3072,
  "n_layer": 12,
  "n_positions": 2048,
  "num_experts": 8,
  "num_shared_experts": 0,
  "pad_token_id": 1,
  "pad_vocab_size_multiple": 64,
  "parallel_block": false,
  "parallel_block_tied_norm": false,
  "prenorm": false,
  "qkv_proj_bias": true,
  "reorder_and_upcast_attn": false,
  "resid_pdrop": 0.0,
  "rotary_emb_base": 10000,
  "rotary_emb_fraction": 1.0,
  "rotary_emb_interleaved": false,
  "rotary_emb_scale_base": null,
  "rotary_scaling_factor": null,
  "router_aux_loss_coef": 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": "4.44.2",
  "type_vocab_size": 1,
  "use_cache": true,
  "use_flash_attn": true,
  "use_rms_norm": null,
  "use_xentropy": true,
  "vocab_size": 250048
}