Upload pruned model

README.md

@@ -0,0 +1,38 @@
+
+---
+pipeline_tag: fill-mask
+language: es
+license: mit
+tags:
+- trimmed
+library_name: transformers
+base_model: jhu-clsp/mmBERT-small
+base_model_relation: quantized
+datasets:
+- Lumberjackk/fineweb-2-trimming
+---
+# 🇪🇸 spanish-mmBERT-small
+
+This model is a 61.0% smaller version of [jhu-clsp/mmBERT-small](https://huggingface.co/jhu-clsp/mmBERT-small) 
+for the Spanish language, created using vocabulary pruning on the [fineweb-2-trimming](https://huggingface.co/datasets/Lumberjackk/fineweb-2-trimming) dataset.
+
+**Vocabulary size**: 32768 tokens (reduced from 256000)  
+**Tokenizer type**: BPE  
+**Training samples**: 200000 texts
+
+This pruned model should perform similarly to the original model for Spanish language tasks with a much smaller 
+memory footprint. However, it may not perform well for other languages present in the original multilingual model as tokens not 
+commonly used in Spanish were removed from the original multilingual model's vocabulary.
+
+## Usage
+
+You can use this model with the Transformers library:
+
+```python
+from transformers import AutoModel, AutoTokenizer
+
+model_name = "mrm8488/spanish-mmBERT-small"
+model = AutoModel.from_pretrained(model_name)
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+```
+

config.json

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+{
+  "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,
+  "global_rope_theta": 160000,
+  "gradient_checkpointing": false,
+  "hidden_activation": "gelu",
+  "hidden_size": 384,
+  "initializer_cutoff_factor": 2.0,
+  "initializer_range": 0.02,
+  "intermediate_size": 1152,
+  "layer_norm_eps": 1e-05,
+  "local_attention": 128,
+  "local_rope_theta": 160000,
+  "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": 6,
+  "num_hidden_layers": 22,
+  "pad_token_id": 0,
+  "position_embedding_type": "sans_pos",
+  "repad_logits_with_grad": false,
+  "sep_token_id": 1,
+  "sparse_pred_ignore_index": -100,
+  "sparse_prediction": false,
+  "transformers_version": "4.57.0",
+  "vocab_size": 32768
+}

model.safetensors

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+oid sha256:0a8e335e84e8c1dbf31321db2c3dea8721ddd4f370de9466ce97b74a70352273
+size 219103400

special_tokens_map.json

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+    "<start_of_turn>",
+    "<end_of_turn>"
+  ],
+  "bos_token": {
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+    "lstrip": false,
+    "normalized": false,
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+    "single_word": false
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+}

tokenizer_config.json

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