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README.md ADDED
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+ ---
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+ base_model:
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+ - ProsusAI/finbert
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+ library_name: transformers
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+ tags:
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+ - mergekit
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+ - merge
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+
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+ ---
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+ # merge
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+
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+ This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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+
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+ ## Merge Details
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+ ### Merge Method
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+
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+ This model was merged using the [Linear](https://arxiv.org/abs/2203.05482) merge method.
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+
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+ ### Models Merged
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+
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+ The following models were included in the merge:
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+ * [ProsusAI/finbert](https://huggingface.co/ProsusAI/finbert)
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+
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+ ### Configuration
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+
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+ The following YAML configuration was used to produce this model:
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+
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+ ```yaml
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+ models:
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+ - model: ProsusAI/finbert
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+ parameters:
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+ weight: 0.4
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+ - model: ProsusAI/finbert
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+ parameters:
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+ weight: 0.3
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+ - model: ProsusAI/finbert
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+ parameters:
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+ weight: 0.3
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+ merge_method: linear
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+ dtype: float16
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+ ```
config.json ADDED
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+ {
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+ "_name_or_path": "ProsusAI/finbert",
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+ "architectures": [
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+ "BertForSequenceClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.1,
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+ "classifier_dropout": null,
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+ "gradient_checkpointing": false,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.1,
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+ "hidden_size": 768,
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+ "id2label": {
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+ "0": "positive",
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+ "1": "negative",
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+ "2": "neutral"
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+ },
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+ "initializer_range": 0.02,
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+ "intermediate_size": 3072,
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+ "label2id": {
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+ "negative": 1,
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+ "neutral": 2,
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+ "positive": 0
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+ },
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+ "layer_norm_eps": 1e-12,
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+ "max_position_embeddings": 512,
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+ "model_type": "bert",
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+ "num_attention_heads": 12,
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+ "num_hidden_layers": 12,
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+ "pad_token_id": 0,
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+ "position_embedding_type": "absolute",
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+ "torch_dtype": "float16",
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+ "transformers_version": "4.49.0",
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+ "type_vocab_size": 2,
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+ "use_cache": true,
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+ "vocab_size": 30522
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+ }
mergekit_config.yml ADDED
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+ models:
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+ - model: ProsusAI/finbert
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+ parameters:
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+ weight: 0.4
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+ - model: ProsusAI/finbert
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+ parameters:
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+ weight: 0.3
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+ - model: ProsusAI/finbert
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+ parameters:
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+ weight: 0.3
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+ merge_method: linear
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+ dtype: float16
model.safetensors ADDED
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+ size 218996694
special_tokens_map.json ADDED
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+ {
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+ "cls_token": "[CLS]",
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+ "pad_token": "[PAD]",
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+ "sep_token": "[SEP]",
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+ "unk_token": "[UNK]"
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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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+ "special": true
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+ }
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+ },
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+ "clean_up_tokenization_spaces": true,
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+ "cls_token": "[CLS]",
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+ "do_basic_tokenize": true,
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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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+ "model_max_length": 512,
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+ "never_split": null,
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+ "pad_token": "[PAD]",
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+ "sep_token": "[SEP]",
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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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+ "unk_token": "[UNK]"
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+ }
vocab.txt ADDED
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