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lprevelige
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coderankembed-onnx-q8

ONNX
nomic_bert
custom_code
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  1. config.json +59 -0
  2. onnx/model.onnx +3 -0
  3. special_tokens_map.json +37 -0
  4. tokenizer.json +0 -0
  5. tokenizer_config.json +64 -0
  6. vocab.txt +0 -0
config.json ADDED
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+ {
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+ "_attn_implementation_autoset": true,
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+ "_name_or_path": "nomic-ai/CodeRankEmbed",
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+ "activation_function": "swiglu",
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+ "architectures": [
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+ "NomicBertModel"
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+ ],
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+ "attn_pdrop": 0.0,
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+ "auto_map": {
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+ "AutoConfig": "nomic-ai/CodeRankEmbed--configuration_hf_nomic_bert.NomicBertConfig",
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+ "AutoModel": "nomic-ai/CodeRankEmbed--modeling_hf_nomic_bert.NomicBertModel"
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+ },
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+ "bos_token_id": null,
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+ "causal": false,
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+ "dense_seq_output": true,
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+ "embd_pdrop": 0.1,
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+ "eos_token_id": null,
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+ "export_model_type": "transformer",
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+ "fused_bias_fc": true,
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+ "fused_dropout_add_ln": true,
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+ "initializer_range": 0.02,
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+ "layer_norm_epsilon": 1e-12,
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+ "max_trained_positions": 2048,
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+ "mlp_fc1_bias": false,
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+ "mlp_fc2_bias": false,
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+ "model_type": "nomic_bert",
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+ "n_embd": 768,
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+ "n_head": 12,
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+ "n_inner": 3072,
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+ "n_layer": 12,
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+ "n_positions": 8192,
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+ "pad_vocab_size_multiple": 64,
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+ "parallel_block": false,
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+ "parallel_block_tied_norm": false,
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+ "prenorm": false,
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+ "qkv_proj_bias": false,
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+ "reorder_and_upcast_attn": false,
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+ "resid_pdrop": 0.1,
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+ "rotary_emb_base": 1000,
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+ "rotary_emb_fraction": 1.0,
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+ "rotary_emb_interleaved": false,
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+ "rotary_emb_scale_base": null,
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+ "rotary_scaling_factor": null,
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+ "scale_attn_by_inverse_layer_idx": false,
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+ "scale_attn_weights": true,
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+ "summary_activation": null,
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+ "summary_first_dropout": 0.1,
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+ "summary_proj_to_labels": true,
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+ "summary_type": "cls_index",
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+ "summary_use_proj": true,
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.48.3",
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+ "type_vocab_size": 2,
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+ "use_cache": true,
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+ "use_flash_attn": true,
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+ "use_rms_norm": false,
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+ "use_xentropy": true,
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+ "vocab_size": 30528
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+ }
onnx/model.onnx ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:800617daf79153ec525cbe7029ea9e5237923695aa27b68e61ff7bb997a7904c
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+ size 138081004
special_tokens_map.json ADDED
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+ {
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+ "cls_token": {
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+ "pad_token": {
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+ }
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+ }
tokenizer.json ADDED
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tokenizer_config.json ADDED
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+ {
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+ "added_tokens_decoder": {
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+ "lstrip": false,
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+ "normalized": false,
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+ "special": true
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+ "special": true
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+ "single_word": false,
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+ "special": true
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+ }
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+ },
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+ "additional_special_tokens": [],
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+ "clean_up_tokenization_spaces": true,
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+ "cls_token": "[CLS]",
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+ "do_lower_case": true,
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+ "extra_special_tokens": {},
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+ "mask_token": "[MASK]",
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+ "max_length": 512,
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+ "model_max_length": 8192,
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+ "pad_to_multiple_of": null,
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+ "pad_token": "[PAD]",
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+ "padding_side": "right",
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+ "sep_token": "[SEP]",
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+ "stride": 0,
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+ "strip_accents": null,
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+ "tokenize_chinese_chars": true,
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+ "tokenizer_class": "BertTokenizer",
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+ "truncation_side": "right",
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+ "truncation_strategy": "longest_first",
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+ "unk_token": "[UNK]"
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+ }
vocab.txt ADDED
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