Instructions to use fyaronskiy/code_retriever-saved-checkpoints with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use fyaronskiy/code_retriever-saved-checkpoints with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("fyaronskiy/code_retriever-saved-checkpoints") sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Notebooks
- Google Colab
- Kaggle
Upload training checkpoints: RuModernBERT-base_bs64_lr_2e-05
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/1_Pooling/config.json +10 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/README.md +0 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/config.json +81 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/config_sentence_transformers.json +14 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/model.safetensors +3 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/modules.json +14 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/optimizer.pt +3 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/rng_state.pth +3 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/scaler.pt +3 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/scheduler.pt +3 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/sentence_bert_config.json +4 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/special_tokens_map.json +46 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/tokenizer.json +0 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/tokenizer_config.json +961 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/trainer_state.json +1598 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/training_args.bin +3 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/1_Pooling/config.json +10 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/README.md +0 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/config.json +81 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/config_sentence_transformers.json +14 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/model.safetensors +3 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/modules.json +14 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/optimizer.pt +3 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/rng_state.pth +3 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/scaler.pt +3 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/scheduler.pt +3 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/sentence_bert_config.json +4 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/special_tokens_map.json +46 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/tokenizer.json +0 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/tokenizer_config.json +961 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/trainer_state.json +2820 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/training_args.bin +3 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-46400/1_Pooling/config.json +10 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-46400/README.md +0 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-46400/config.json +81 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-46400/config_sentence_transformers.json +14 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-46400/model.safetensors +3 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-46400/modules.json +14 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-46400/optimizer.pt +3 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-46400/rng_state.pth +3 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-46400/scaler.pt +3 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-46400/scheduler.pt +3 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-46400/sentence_bert_config.json +4 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-46400/special_tokens_map.json +46 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-46400/tokenizer.json +0 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-46400/tokenizer_config.json +961 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-46400/trainer_state.json +0 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-46400/training_args.bin +3 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-82600/1_Pooling/config.json +10 -0
- RuModernBERT-base_bs64_lr_2e-05/checkpoint-82600/README.md +0 -0
RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/1_Pooling/config.json
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{
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"word_embedding_dimension": 768,
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"pooling_mode_cls_token": false,
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"pooling_mode_mean_tokens": true,
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"pooling_mode_max_tokens": false,
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"pooling_mode_mean_sqrt_len_tokens": false,
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"pooling_mode_weightedmean_tokens": false,
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"pooling_mode_lasttoken": false,
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"include_prompt": true
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}
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RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/README.md
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RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/config.json
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{
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"activation_function": "gelu",
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"allow_embedding_resizing": true,
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"architectures": [
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"ModernBertModel"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"attention_layer": "rope",
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"attention_probs_dropout_prob": 0.0,
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"attn_out_bias": false,
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"attn_out_dropout_prob": 0.1,
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"attn_qkv_bias": false,
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"bert_layer": "prenorm",
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"bos_token_id": 50281,
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"classifier_activation": "gelu",
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"classifier_bias": false,
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"classifier_dropout": 0.0,
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"classifier_pooling": "cls",
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"cls_token_id": 50281,
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"compile_model": true,
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"decoder_bias": true,
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"deterministic_flash_attn": false,
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"embed_dropout_prob": 0.0,
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"embed_norm": true,
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"embedding_dropout": 0.0,
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"embedding_layer": "sans_pos",
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"eos_token_id": 50282,
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"final_norm": true,
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"global_attn_every_n_layers": 3,
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"global_rope_theta": 160000.0,
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"head_pred_act": "gelu",
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"hidden_act": "gelu",
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"hidden_activation": "gelu",
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"hidden_size": 768,
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"init_method": "full_megatron",
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"initializer_cutoff_factor": 2.0,
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"initializer_range": 0.02,
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"intermediate_size": 1152,
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"local_attention": 128,
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"local_attn_rotary_emb_base": 10000.0,
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"local_rope_theta": 10000.0,
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"loss_function": "fa_cross_entropy",
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"loss_kwargs": {
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"reduction": "mean"
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},
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"masked_prediction": true,
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"max_position_embeddings": 8192,
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"mlp_bias": false,
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"mlp_dropout": 0.0,
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"mlp_dropout_prob": 0.0,
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"mlp_in_bias": false,
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"mlp_layer": "glu",
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"mlp_out_bias": false,
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"model_type": "modernbert",
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"norm_bias": false,
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"norm_eps": 1e-05,
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"norm_kwargs": {
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"bias": false,
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"eps": 1e-05
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},
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"normalization": "layernorm",
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"num_attention_heads": 12,
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"num_hidden_layers": 22,
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"pad_token_id": 50283,
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"padding": "unpadded",
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"repad_logits_with_grad": false,
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"rotary_emb_base": 160000.0,
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"rotary_emb_dim": null,
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"rotary_emb_interleaved": false,
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"rotary_emb_scale_base": null,
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"sep_token_id": 50282,
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"skip_first_prenorm": true,
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"sliding_window": 128,
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"sparse_pred_ignore_index": -100,
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"sparse_prediction": false,
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"torch_dtype": "float32",
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"transformers_version": "4.52.3",
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"unpad_embeddings": true,
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"vocab_size": 50368
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}
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RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/config_sentence_transformers.json
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{
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"model_type": "SentenceTransformer",
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"__version__": {
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"sentence_transformers": "5.1.2",
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"transformers": "4.52.3",
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"pytorch": "2.6.0+cu124"
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},
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"prompts": {
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"query": "",
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"document": ""
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},
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"default_prompt_name": null,
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"similarity_fn_name": "cosine"
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}
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RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:2d6ad3944b158a6c2d9cb2102375034c7cb108c800cf2fe00f660bc79c6ae93b
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size 596070136
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RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/modules.json
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"idx": 0,
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"name": "0",
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"path": "",
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"type": "sentence_transformers.models.Transformer"
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},
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{
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"idx": 1,
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"name": "1",
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"path": "1_Pooling",
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"type": "sentence_transformers.models.Pooling"
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}
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]
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RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:feff5a7965048e49b0061cca36c1e37eb732ef85a3419ba60782ff1173b0dc14
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size 1192227066
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RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:a5e343b73b06a45201065a722c79e442474d0f13ff859fc2ea36e1dba47f0bcc
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size 14244
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RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/scaler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:08279a26896d430ef7860ac16b79b517f35867ddd6806157bee25500c5bf8ecd
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size 988
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RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:9dcc0b0b64212157cf8f5c452da035fdf065ca43ee1b42daf1b6d468678af651
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size 1064
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RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/sentence_bert_config.json
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{
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"max_seq_length": 8192,
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"do_lower_case": false
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}
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RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/special_tokens_map.json
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{
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"additional_special_tokens": [
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"<|padding|>",
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"<|endoftext|>",
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"[UNK]",
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"[CLS]",
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"[SEP]",
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"[PAD]",
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"[MASK]"
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],
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"cls_token": {
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"content": "[CLS]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"mask_token": {
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"content": "[MASK]",
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"lstrip": true,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": {
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"content": "[PAD]",
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"lstrip": false,
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"normalized": false,
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| 29 |
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"rstrip": false,
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| 30 |
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"single_word": false
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},
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"sep_token": {
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"content": "[SEP]",
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"lstrip": false,
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| 35 |
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"normalized": false,
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| 36 |
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"rstrip": false,
|
| 37 |
+
"single_word": false
|
| 38 |
+
},
|
| 39 |
+
"unk_token": {
|
| 40 |
+
"content": "[UNK]",
|
| 41 |
+
"lstrip": false,
|
| 42 |
+
"normalized": false,
|
| 43 |
+
"rstrip": false,
|
| 44 |
+
"single_word": false
|
| 45 |
+
}
|
| 46 |
+
}
|
RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/tokenizer_config.json
ADDED
|
@@ -0,0 +1,961 @@
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| 1 |
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| 2 |
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| 3 |
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| 860 |
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| 862 |
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| 863 |
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| 864 |
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| 865 |
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| 866 |
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| 868 |
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| 870 |
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| 872 |
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| 874 |
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| 875 |
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| 878 |
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| 879 |
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| 882 |
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| 884 |
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| 886 |
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| 887 |
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| 888 |
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| 889 |
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| 890 |
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| 891 |
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| 892 |
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| 894 |
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| 896 |
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| 897 |
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| 898 |
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| 915 |
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| 916 |
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| 919 |
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| 920 |
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| 924 |
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| 926 |
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| 927 |
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| 928 |
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| 929 |
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|
| 930 |
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|
| 931 |
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|
| 932 |
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|
| 933 |
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|
| 934 |
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|
| 935 |
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|
| 936 |
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|
| 937 |
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|
| 938 |
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|
| 939 |
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|
| 940 |
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|
| 941 |
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|
| 942 |
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| 943 |
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| 945 |
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|
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|
| 947 |
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| 948 |
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|
| 949 |
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|
| 950 |
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| 952 |
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| 955 |
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| 957 |
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| 960 |
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|
| 961 |
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}
|
RuModernBERT-base_bs64_lr_2e-05/checkpoint-12400/trainer_state.json
ADDED
|
@@ -0,0 +1,1598 @@
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RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/README.md
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The diff for this file is too large to render.
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|
|
RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/config.json
ADDED
|
@@ -0,0 +1,81 @@
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| 59 |
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| 60 |
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| 77 |
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"torch_dtype": "float32",
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| 78 |
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| 79 |
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|
| 80 |
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"vocab_size": 50368
|
| 81 |
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}
|
RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/config_sentence_transformers.json
ADDED
|
@@ -0,0 +1,14 @@
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{
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| 4 |
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| 7 |
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| 8 |
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| 9 |
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| 10 |
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| 11 |
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| 12 |
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| 13 |
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|
| 14 |
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}
|
RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/modules.json
ADDED
|
@@ -0,0 +1,14 @@
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| 14 |
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RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/optimizer.pt
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RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/rng_state.pth
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ADDED
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RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/scheduler.pt
ADDED
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size 1064
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RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/sentence_bert_config.json
ADDED
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| 3 |
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|
| 4 |
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|
RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/special_tokens_map.json
ADDED
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@@ -0,0 +1,46 @@
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| 10 |
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| 11 |
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|
| 12 |
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| 13 |
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| 14 |
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| 24 |
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| 26 |
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| 29 |
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| 31 |
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| 32 |
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| 33 |
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| 34 |
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| 35 |
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| 37 |
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| 38 |
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|
| 45 |
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|
| 46 |
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RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/tokenizer.json
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RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/tokenizer_config.json
ADDED
|
@@ -0,0 +1,961 @@
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|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
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"0": {
|
| 4 |
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"content": "<|padding|>",
|
| 5 |
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"lstrip": false,
|
| 6 |
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"normalized": false,
|
| 7 |
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"rstrip": false,
|
| 8 |
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"single_word": false,
|
| 9 |
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"special": true
|
| 10 |
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},
|
| 11 |
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"1": {
|
| 12 |
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"content": "<|endoftext|>",
|
| 13 |
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"lstrip": false,
|
| 14 |
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"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
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"2": {
|
| 20 |
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"content": " ",
|
| 21 |
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"lstrip": false,
|
| 22 |
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"normalized": true,
|
| 23 |
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"rstrip": false,
|
| 24 |
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"single_word": false,
|
| 25 |
+
"special": false
|
| 26 |
+
},
|
| 27 |
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"3": {
|
| 28 |
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"content": " ",
|
| 29 |
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"lstrip": false,
|
| 30 |
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|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
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"special": false
|
| 34 |
+
},
|
| 35 |
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"4": {
|
| 36 |
+
"content": " ",
|
| 37 |
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"lstrip": false,
|
| 38 |
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"normalized": true,
|
| 39 |
+
"rstrip": false,
|
| 40 |
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"single_word": false,
|
| 41 |
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|
| 42 |
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|
| 43 |
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"5": {
|
| 44 |
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|
| 45 |
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"lstrip": false,
|
| 46 |
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"normalized": true,
|
| 47 |
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"rstrip": false,
|
| 48 |
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"single_word": false,
|
| 49 |
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"special": false
|
| 50 |
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},
|
| 51 |
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"6": {
|
| 52 |
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"content": "|||PHONE_NUMBER|||",
|
| 53 |
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"lstrip": false,
|
| 54 |
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"normalized": true,
|
| 55 |
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"rstrip": false,
|
| 56 |
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"single_word": false,
|
| 57 |
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"special": false
|
| 58 |
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},
|
| 59 |
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"50259": {
|
| 60 |
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"content": "|||IP_ADDRESS|||",
|
| 61 |
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"lstrip": false,
|
| 62 |
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"normalized": true,
|
| 63 |
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"rstrip": false,
|
| 64 |
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"single_word": false,
|
| 65 |
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"special": false
|
| 66 |
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},
|
| 67 |
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"50260": {
|
| 68 |
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"content": " ",
|
| 69 |
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"lstrip": false,
|
| 70 |
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"normalized": true,
|
| 71 |
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"rstrip": false,
|
| 72 |
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"single_word": false,
|
| 73 |
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"special": false
|
| 74 |
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},
|
| 75 |
+
"50261": {
|
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| 960 |
+
"unk_token": "[UNK]"
|
| 961 |
+
}
|
RuModernBERT-base_bs64_lr_2e-05/checkpoint-33600/trainer_state.json
ADDED
|
@@ -0,0 +1,2820 @@
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|
RuModernBERT-base_bs64_lr_2e-05/checkpoint-46400/config_sentence_transformers.json
ADDED
|
@@ -0,0 +1,14 @@
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{
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|
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| 13 |
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|
| 14 |
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|
RuModernBERT-base_bs64_lr_2e-05/checkpoint-46400/model.safetensors
ADDED
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size 596070136
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RuModernBERT-base_bs64_lr_2e-05/checkpoint-46400/modules.json
ADDED
|
@@ -0,0 +1,14 @@
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|
| 14 |
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RuModernBERT-base_bs64_lr_2e-05/checkpoint-46400/optimizer.pt
ADDED
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size 1192227066
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RuModernBERT-base_bs64_lr_2e-05/checkpoint-46400/rng_state.pth
ADDED
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ADDED
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ADDED
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size 1064
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RuModernBERT-base_bs64_lr_2e-05/checkpoint-46400/sentence_bert_config.json
ADDED
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| 2 |
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|
| 3 |
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|
| 4 |
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|
RuModernBERT-base_bs64_lr_2e-05/checkpoint-46400/special_tokens_map.json
ADDED
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| 3 |
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| 6 |
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| 7 |
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| 9 |
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| 10 |
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| 11 |
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|
| 12 |
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| 13 |
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| 14 |
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| 15 |
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| 19 |
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| 21 |
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| 22 |
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|
| 23 |
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| 24 |
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| 25 |
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| 26 |
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| 27 |
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| 28 |
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| 29 |
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| 30 |
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| 31 |
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| 32 |
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| 33 |
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| 34 |
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| 35 |
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| 36 |
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| 38 |
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| 44 |
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|
| 45 |
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|
| 46 |
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RuModernBERT-base_bs64_lr_2e-05/checkpoint-46400/tokenizer.json
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RuModernBERT-base_bs64_lr_2e-05/checkpoint-46400/tokenizer_config.json
ADDED
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size 5688
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