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README.md ADDED
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+ ---
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+ base_model:
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+ - WizardLM/WizardMath-7B-V1.1
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+ - NousResearch/Hermes-2-Pro-Mistral-7B
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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 SLERP 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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+ * [WizardLM/WizardMath-7B-V1.1](https://huggingface.co/WizardLM/WizardMath-7B-V1.1)
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+ * [NousResearch/Hermes-2-Pro-Mistral-7B](https://huggingface.co/NousResearch/Hermes-2-Pro-Mistral-7B)
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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: NousResearch/Hermes-2-Pro-Mistral-7B
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+ - model: WizardLM/WizardMath-7B-V1.1
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+ merge_method: slerp
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+ base_model: NousResearch/Hermes-2-Pro-Mistral-7B
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+ dtype: bfloat16
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+ parameters:
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+ t: [0, 0.5, 1, 0.5, 0] # V shaped curve: Hermes for input & output, WizardMath in the middle layers
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+
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+ ```
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+ }
config.json ADDED
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+ {
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+ "_name_or_path": "NousResearch/Hermes-2-Pro-Mistral-7B",
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+ "architectures": [
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+ "MistralForCausalLM"
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+ ],
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 1,
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+ "hidden_act": "silu",
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+ "max_position_embeddings": 32768,
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+ "model_type": "mistral",
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+ "rms_norm_eps": 1e-05,
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+ "rope_theta": 10000.0,
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+ "sliding_window": 4096,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.39.3",
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+ "use_cache": false,
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+ "vocab_size": 32032
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+ }
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+ models:
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+ - model: NousResearch/Hermes-2-Pro-Mistral-7B
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+ - model: WizardLM/WizardMath-7B-V1.1
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+ merge_method: slerp
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+ base_model: NousResearch/Hermes-2-Pro-Mistral-7B
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+ dtype: bfloat16
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+ parameters:
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+ t: [0, 0.5, 1, 0.5, 0] # V shaped curve: Hermes for input & output, WizardMath in the middle layers
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+ "content": "<pad31>",
280
+ "lstrip": false,
281
+ "normalized": false,
282
+ "rstrip": false,
283
+ "single_word": false,
284
+ "special": false
285
+ }
286
+ },
287
+ "additional_special_tokens": [],
288
+ "bos_token": "<s>",
289
+ "chat_template": "{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
290
+ "clean_up_tokenization_spaces": false,
291
+ "eos_token": "<|im_end|>",
292
+ "legacy": true,
293
+ "model_max_length": 1000000000000000019884624838656,
294
+ "pad_token": "</s>",
295
+ "sp_model_kwargs": {},
296
+ "spaces_between_special_tokens": false,
297
+ "tokenizer_class": "LlamaTokenizer",
298
+ "unk_token": "<unk>",
299
+ "use_default_system_prompt": false,
300
+ "use_fast": true
301
+ }