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lightonai
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mSlideOn

Feature Extraction
sentence-transformers
Safetensors
slideon
sparse
sentence-similarity
custom-code
multilingual
code-search
sparse-retrieval
matryoshka
custom_code
🇪🇺 Region: EU
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mSlideOn
File size: 3,638 Bytes
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{
  "architectures": [
    "SlideOnModel"
  ],
  "auto_map": {
    "AutoConfig": "modeling_slideon.SlideOnConfig",
    "AutoModel": "modeling_slideon.SlideOnModel"
  },
  "backbone_config": {
    "architectures": [
      "ModernBertModel"
    ],
    "attention_bias": false,
    "attention_dropout": 0.0,
    "bos_token_id": 2,
    "classifier_activation": "gelu",
    "classifier_bias": false,
    "classifier_dropout": 0.0,
    "classifier_pooling": "mean",
    "cls_token_id": 1,
    "decoder_bias": true,
    "deterministic_flash_attn": false,
    "dtype": "float32",
    "embedding_dropout": 0.0,
    "eos_token_id": 1,
    "global_attn_every_n_layers": 3,
    "gradient_checkpointing": false,
    "hidden_activation": "gelu",
    "hidden_size": 768,
    "initializer_cutoff_factor": 2.0,
    "initializer_range": 0.02,
    "intermediate_size": 1152,
    "layer_norm_eps": 1e-05,
    "layer_types": [
      "full_attention",
      "sliding_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "sliding_attention",
      "full_attention"
    ],
    "local_attention": 128,
    "mask_token_id": 4,
    "max_position_embeddings": 8192,
    "mlp_bias": false,
    "mlp_dropout": 0.0,
    "model_type": "modernbert",
    "norm_bias": false,
    "norm_eps": 1e-05,
    "num_attention_heads": 12,
    "num_hidden_layers": 22,
    "pad_token_id": 0,
    "position_embedding_type": "sans_pos",
    "repad_logits_with_grad": false,
    "rope_parameters": {
      "full_attention": {
        "rope_theta": 160000,
        "rope_type": "default"
      },
      "sliding_attention": {
        "rope_theta": 160000,
        "rope_type": "default"
      }
    },
    "sep_token_id": 1,
    "sparse_pred_ignore_index": -100,
    "sparse_prediction": false,
    "tie_word_embeddings": true,
    "vocab_size": 256002
  },
  "base_model": "lightonai/mLateOn",
  "base_model_revision": "edd378f99593c0ac8a15518b97ad89786b02685e",
  "checkpoint_type": "retrieval",
  "head_config": {
    "d_lift": 768,
    "d_model": 128,
    "has_decoder": false,
    "hidden_dim": 1536,
    "n_latents": 32768
  },
  "inference": {
    "document_length": 8192,
    "document_max_active_dims": null,
    "head_chunk_size": 2048,
    "pooling": "max_relu",
    "prompts": {
      "document": "",
      "query": ""
    },
    "query_length": 8192,
    "query_max_active_dims": null,
    "score": "dot",
    "token_k": 32
  },
  "model_type": "slideon",
  "projection_configs": [
    {
      "activation_function": "torch.nn.modules.linear.Identity",
      "bias": false,
      "in_features": 768,
      "out_features": 1536,
      "use_residual": true
    },
    {
      "activation_function": "torch.nn.modules.linear.Identity",
      "bias": false,
      "in_features": 1536,
      "out_features": 768,
      "use_residual": true
    },
    {
      "activation_function": "torch.nn.modules.linear.Identity",
      "bias": false,
      "in_features": 768,
      "out_features": 128,
      "use_residual": false
    }
  ],
  "sae_path": "lightonai/mSlideOn-SAE",
  "skip_token_ids": [],
  "tokenizer_settings": {
    "document_prefix": "[D] ",
    "query_prefix": "[Q] ",
    "skiplist_words": []
  },
  "transformers_version": "5.3.0"
}