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nomic-embed-text-v1

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nomic-embed-text-v1
File size: 2,029 Bytes
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{
  "activation_function": "swiglu",
  "architectures": ["NomicBertModel"],
  "attn_pdrop": 0.0,
  "attention_probs_dropout_prob": 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"
  },
  "bos_token_id": null,
  "causal": false,
  "classifier_dropout": null,
  "dense_seq_output": true,
  "embd_pdrop": 0.0,
  "eos_token_id": null,
  "fused_bias_fc": true,
  "fused_dropout_add_ln": true,
  "head_dim": 64,
  "hidden_act": "silu",
  "hidden_dropout_prob": 0.0,
  "hidden_size": 768,
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "layer_norm_epsilon": 1e-12,
  "layer_norm_eps": 1e-12,
  "max_position_embeddings": 8192,
  "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,
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "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,
  "rope_parameters": {
    "rope_theta": 1000.0,
    "rope_type": "dynamic",
    "factor": 2.0
  },
  "rotary_emb_base": 1000,
  "rotary_emb_fraction": 1.0,
  "rotary_emb_interleaved": false,
  "rotary_emb_scale_base": null,
  "rotary_scaling_factor": 2,
  "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": "5.3.0.dev0",
  "type_vocab_size": 2,
  "use_cache": true,
  "use_flash_attn": true,
  "use_rms_norm": false,
  "use_xentropy": true,
  "vocab_size": 30528
}