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Browse files- README.md +58 -0
- config.json +28 -0
- mergekit_config.yml +23 -0
- model-00001-of-00008.safetensors +3 -0
- model-00002-of-00008.safetensors +3 -0
- model-00003-of-00008.safetensors +3 -0
- model-00004-of-00008.safetensors +3 -0
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- model-00006-of-00008.safetensors +3 -0
- model-00007-of-00008.safetensors +3 -0
- model-00008-of-00008.safetensors +3 -0
- model.safetensors.index.json +1 -0
README.md
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---
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base_model:
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- mistralai/Mistral-7B-Instruct-v0.2
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- LeroyDyer/Mixtral_AI_Cyber_3.0
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- LeroyDyer/Mixtral_AI_MultiToken
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- LeroyDyer/Mixtral_AI_Multi_TEST
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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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# merge
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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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [LeroyDyer/Mixtral_AI_Cyber_3.0](https://huggingface.co/LeroyDyer/Mixtral_AI_Cyber_3.0) 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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* [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2)
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* [LeroyDyer/Mixtral_AI_MultiToken](https://huggingface.co/LeroyDyer/Mixtral_AI_MultiToken)
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* [LeroyDyer/Mixtral_AI_Multi_TEST](https://huggingface.co/LeroyDyer/Mixtral_AI_Multi_TEST)
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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: LeroyDyer/Mixtral_AI_Multi_TEST
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parameters:
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density: [0.87, 0.721, 0.451] # density gradient
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weight: 0.876
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- model: LeroyDyer/Mixtral_AI_MultiToken
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parameters:
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density: 0.232
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weight: [0.36, 0.3, 0.437, 0.76] # weight gradient
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- model: mistralai/Mistral-7B-Instruct-v0.2
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parameters:
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density: 0.475
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weight:
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- filter: mlp
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value: 0.5
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- value: 0
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merge_method: ties
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base_model: LeroyDyer/Mixtral_AI_Cyber_3.0
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parameters:
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normalize: true
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int8_mask: true
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dtype: float16
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```
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config.json
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{
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"_name_or_path": "LeroyDyer/Mixtral_AI_Cyber_3.0",
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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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"pad_token_id": 2,
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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": "float16",
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"transformers_version": "4.38.2",
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"unsloth_version": "2024.3",
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"use_cache": true,
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"vocab_size": 32000
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}
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mergekit_config.yml
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models:
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- model: LeroyDyer/Mixtral_AI_Multi_TEST
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parameters:
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density: [0.87, 0.721, 0.451] # density gradient
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weight: 0.876
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- model: LeroyDyer/Mixtral_AI_MultiToken
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parameters:
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density: 0.232
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weight: [0.36, 0.3, 0.437, 0.76] # weight gradient
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- model: mistralai/Mistral-7B-Instruct-v0.2
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parameters:
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density: 0.475
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weight:
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- filter: mlp
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value: 0.5
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- value: 0
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merge_method: ties
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base_model: LeroyDyer/Mixtral_AI_Cyber_3.0
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parameters:
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normalize: true
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int8_mask: true
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dtype: float16
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model-00001-of-00008.safetensors
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