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README.md ADDED
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+ ---
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+ base_model:
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+ - ssmits/Falcon2-5.5B-multilingual
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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 passthrough 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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+ * [ssmits/Falcon2-5.5B-multilingual](https://huggingface.co/ssmits/Falcon2-5.5B-multilingual)
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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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+
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+ slices:
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+ - sources:
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+ - model: ssmits/Falcon2-5.5B-multilingual
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+ layer_range: [0, 9]
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+ - sources:
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+ - model: ssmits/Falcon2-5.5B-multilingual
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+ layer_range: [5, 14]
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+ - sources:
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+ - model: ssmits/Falcon2-5.5B-multilingual
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+ layer_range: [10, 19]
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+ - sources:
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+ - model: ssmits/Falcon2-5.5B-multilingual
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+ layer_range: [15, 24]
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+ - sources:
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+ - model: ssmits/Falcon2-5.5B-multilingual
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+ layer_range: [20, 27]
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+ - sources:
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+ - model: ssmits/Falcon2-5.5B-multilingual
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+ layer_range: [27, 27]
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+ merge_method: passthrough
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+ dtype: bfloat16
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+
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+ ```
config.json ADDED
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+ {
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+ "_name_or_path": "ssmits/Falcon2-5.5B-multilingual",
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+ "activation": "gelu",
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+ "alibi": false,
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+ "architectures": [
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+ "FalconForCausalLM"
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+ ],
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+ "attention_dropout": 0.0,
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+ "auto_map": {
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+ "AutoConfig": "tiiuae/falcon-11B--configuration_falcon.FalconConfig",
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+ "AutoModel": "tiiuae/falcon-11B--modeling_falcon.FalconModel",
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+ "AutoModelForCausalLM": "tiiuae/falcon-11B--modeling_falcon.FalconForCausalLM",
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+ "AutoModelForQuestionAnswering": "tiiuae/falcon-11B--modeling_falcon.FalconForQuestionAnswering",
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+ "AutoModelForSequenceClassification": "tiiuae/falcon-11B--modeling_falcon.FalconForSequenceClassification",
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+ "AutoModelForTokenClassification": "tiiuae/falcon-11B--modeling_falcon.FalconForTokenClassification"
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+ },
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+ "bias": false,
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+ "bos_token_id": 11,
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+ "eos_token_id": 11,
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+ "ff_factor": 4,
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+ "ffn_hidden_size": 16384,
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+ "hidden_dropout": 0.0,
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+ "hidden_size": 4096,
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+ "initializer_range": 0.02,
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+ "layer_norm_epsilon": 1e-05,
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+ "max_position_embeddings": 8192,
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+ "model_type": "falcon",
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+ "multi_query": true,
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+ "new_decoder_architecture": true,
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+ "num_attention_heads": 32,
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+ "num_hidden_layers": 43,
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+ "num_kv_heads": 8,
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+ "num_ln_in_parallel_attn": 1,
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+ "parallel_attn": true,
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+ "rope_scaling": null,
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+ "rope_theta": 500042.0,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.41.1",
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+ "use_cache": true,
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+ "vocab_size": 65024
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+ }
mergekit_config.yml ADDED
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+
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+ slices:
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+ - sources:
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+ - model: ssmits/Falcon2-5.5B-multilingual
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+ layer_range: [0, 9]
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+ - sources:
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+ - model: ssmits/Falcon2-5.5B-multilingual
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+ layer_range: [5, 14]
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+ - sources:
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+ - model: ssmits/Falcon2-5.5B-multilingual
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+ layer_range: [10, 19]
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+ - sources:
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+ - model: ssmits/Falcon2-5.5B-multilingual
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+ layer_range: [15, 24]
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+ - sources:
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+ - model: ssmits/Falcon2-5.5B-multilingual
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+ layer_range: [20, 27]
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+ - sources:
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+ - model: ssmits/Falcon2-5.5B-multilingual
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+ layer_range: [27, 27]
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+ merge_method: passthrough
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+ dtype: bfloat16
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+
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+ ">>DOMAIN<<",
118
+ ">>PREFIX<<",
119
+ ">>SUFFIX<<",
120
+ ">>MIDDLE<<"
121
+ ],
122
+ "bos_token": ">>",
123
+ "chat_template": "{% for message in messages %}\n{% if message['role'] == 'user' %}\n{{ 'User: \n' + message['content'] }}\n{% elif message['role'] == 'system' %}\n{{ 'System: ' + message['content'] }}\n{% elif message['role'] == 'assistant' %}\n{{ 'Falcon:\n' + message['content']}}\n{% endif %}\n{% if loop.last and add_generation_prompt %}\n{{ 'Falcon:' }}\n{% endif %}\n{% endfor %}",
124
+ "clean_up_tokenization_spaces": true,
125
+ "device_map": "cuda:2",
126
+ "eos_token": "<|endoftext|>",
127
+ "model_input_names": [
128
+ "input_ids",
129
+ "attention_mask"
130
+ ],
131
+ "model_max_length": 1000000000000000019884624838656,
132
+ "pad_token": "<|endoftext|>",
133
+ "padding_side": "left",
134
+ "tokenizer_class": "PreTrainedTokenizerFast"
135
+ }