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Model: giraffe176/Open_Maid_Samantha_Hermes_Orca_dare_tiesv0.1 Source: Original Platform
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.ipynb_checkpoints/README-checkpoint.md
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.ipynb_checkpoints/README-checkpoint.md
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---
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base_model:
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- teknium/OpenHermes-2.5-Mistral-7B
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- NeverSleep/Noromaid-7B-0.4-DPO
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- mistralai/Mistral-7B-v0.1
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- Open-Orca/Mistral-7B-OpenOrca
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- cognitivecomputations/samantha-1.1-westlake-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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# Open_Maid_Samantha_Hermes_Orca_dare_tiesv0.1
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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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## Merge Details
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### Merge Method
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This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) as a base.
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### Models Merged
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The following models were included in the merge:
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* [teknium/OpenHermes-2.5-Mistral-7B](https://huggingface.co/teknium/OpenHermes-2.5-Mistral-7B)
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* [NeverSleep/Noromaid-7B-0.4-DPO](https://huggingface.co/NeverSleep/Noromaid-7B-0.4-DPO)
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* [Open-Orca/Mistral-7B-OpenOrca](https://huggingface.co/Open-Orca/Mistral-7B-OpenOrca)
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* [cognitivecomputations/samantha-1.1-westlake-7b](https://huggingface.co/cognitivecomputations/samantha-1.1-westlake-7b)
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### Configuration
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The following YAML configuration was used to produce this model:
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```yaml
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models:
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- model: mistralai/Mistral-7B-v0.1
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# No parameters necessary for base model
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- model: cognitivecomputations/samantha-1.1-westlake-7b
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parameters:
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density: 0.59
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weight: 0.15
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- model: NeverSleep/Noromaid-7B-0.4-DPO
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parameters:
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density: 0.59
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weight: 0.3
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- model: teknium/OpenHermes-2.5-Mistral-7B
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parameters:
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density: 0.49
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weight: 0.3
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- model: Open-Orca/Mistral-7B-OpenOrca
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parameters:
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density: 0.49
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weight: 0.25
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merge_method: dare_ties
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base_model: mistralai/Mistral-7B-v0.1
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parameters:
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int8_mask: true
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dtype: bfloat16
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```
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.ipynb_checkpoints/config-checkpoint.json
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.ipynb_checkpoints/config-checkpoint.json
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{
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"_name_or_path": "mistralai/Mistral-7B-v0.1",
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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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"eos_token_id": 2,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 14336,
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"max_position_embeddings": 32768,
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"model_type": "mistral",
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"num_attention_heads": 32,
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"num_hidden_layers": 32,
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"num_key_value_heads": 8,
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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": "4.37.2",
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"use_cache": true,
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"vocab_size": 32000
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}
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.ipynb_checkpoints/mergekit_config-checkpoint.yml
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.ipynb_checkpoints/mergekit_config-checkpoint.yml
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models:
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- model: mistralai/Mistral-7B-v0.1
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# No parameters necessary for base model
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- model: cognitivecomputations/samantha-1.1-westlake-7b
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parameters:
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density: 0.59
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weight: 0.15
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- model: NeverSleep/Noromaid-7B-0.4-DPO
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parameters:
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density: 0.59
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weight: 0.3
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- model: teknium/OpenHermes-2.5-Mistral-7B
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parameters:
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density: 0.49
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weight: 0.3
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- model: Open-Orca/Mistral-7B-OpenOrca
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parameters:
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density: 0.49
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weight: 0.25
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merge_method: dare_ties
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base_model: mistralai/Mistral-7B-v0.1
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parameters:
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int8_mask: true
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dtype: bfloat16
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.ipynb_checkpoints/tokenizer-checkpoint.json
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91122
.ipynb_checkpoints/tokenizer-checkpoint.json
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