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NV-Embed-v2

Feature Extraction
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nvembed
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25
NV-Embed-v2
File size: 2,663 Bytes 
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{
  "_name_or_path": "nvidia/NV-Embed-v2",
  "add_eos": true,
  "add_pad_token": true,
  "architectures": [
    "NVEmbedModel"
  ],
  "auto_map": {
    "AutoConfig": "configuration_nvembed.NVEmbedConfig",
    "AutoModel": "modeling_nvembed.NVEmbedModel"
  },
  "hidden_size": 4096,
  "is_mask_instruction": true,
  "latent_attention_config": {
    "model_type": "latent_attention"
  },
  "mask_type": "b",
  "model_type": "nvembed",
  "padding_side": "right",
  "text_config": {
    "_name_or_path": "nvidia/NV-Embed-v2",
    "add_cross_attention": false,
    "architectures": [
      "MistralModel"
    ],
    "attention_dropout": 0.0,
    "bad_words_ids": null,
    "begin_suppress_tokens": null,
    "bos_token_id": 1,
    "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,
    "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,
    "hidden_act": "silu",
    "hidden_size": 4096,
    "id2label": {
      "0": "LABEL_0",
      "1": "LABEL_1"
    },
    "initializer_range": 0.02,
    "intermediate_size": 14336,
    "is_decoder": false,
    "is_encoder_decoder": false,
    "label2id": {
      "LABEL_0": 0,
      "LABEL_1": 1
    },
    "length_penalty": 1.0,
    "max_length": 20,
    "max_position_embeddings": 32768,
    "min_length": 0,
    "model_type": "bidir_mistral",
    "no_repeat_ngram_size": 0,
    "num_attention_heads": 32,
    "num_beam_groups": 1,
    "num_beams": 1,
    "num_hidden_layers": 32,
    "num_key_value_heads": 8,
    "num_return_sequences": 1,
    "output_attentions": false,
    "output_hidden_states": false,
    "output_scores": false,
    "pad_token_id": null,
    "prefix": null,
    "problem_type": null,
    "pruned_heads": {},
    "remove_invalid_values": false,
    "repetition_penalty": 1.0,
    "return_dict": true,
    "return_dict_in_generate": false,
    "rms_norm_eps": 1e-05,
    "rope_theta": 10000.0,
    "sep_token_id": null,
    "sliding_window": 4096,
    "suppress_tokens": null,
    "task_specific_params": null,
    "temperature": 1.0,
    "tf_legacy_loss": false,
    "tie_encoder_decoder": false,
    "tie_word_embeddings": false,
    "tokenizer_class": null,
    "top_k": 50,
    "top_p": 1.0,
    "torch_dtype": "float32",
    "torchscript": false,
    "typical_p": 1.0,
    "use_bfloat16": false,
    "use_cache": true,
    "vocab_size": 32000
  },
  "torch_dtype": "float16",
  "transformers_version": "4.42.4"
}