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Browse files- README.md +13 -18
- config.json +2 -2
- mergekit_config.yml +6 -5
- model-00001-of-00002.safetensors +3 -0
- model-00002-of-00002.safetensors +3 -0
- model.safetensors.index.json +1 -1
README.md
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---
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license: apache-2.0
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tags:
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- merge
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- mergekit
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- lazymergekit
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base_model:
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metrics:
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- accuracy
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---
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# RosMistral-2x7B
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> If you like redheads, ask for Ros.
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RosMistral-2x7B is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
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* [
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* [
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## 🧩 Configuration
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```
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slices:
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- sources:
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- model:
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layer_range: [0, 32]
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- model:
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layer_range: [0, 32]
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merge_method: slerp
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base_model:
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parameters:
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t:
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- filter: self_attn
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- filter: mlp
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value: [1, 0.5, 0.7, 0.3, 0]
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- value: 0.5
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dtype: bfloat16
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```
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## 💻 Usage
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---
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tags:
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- merge
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- mergekit
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- lazymergekit
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- uproai/RosMistral-2x7B
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- NeverSleep/Noromaid-7b-v0.2
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base_model:
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- uproai/RosMistral-2x7B
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- NeverSleep/Noromaid-7b-v0.2
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---
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# RosMistral-2x7B
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RosMistral-2x7B is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
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* [uproai/RosMistral-2x7B](https://huggingface.co/uproai/RosMistral-2x7B)
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* [NeverSleep/Noromaid-7b-v0.2](https://huggingface.co/NeverSleep/Noromaid-7b-v0.2)
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## 🧩 Configuration
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```yamlslices:
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- sources:
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- model: uproai/RosMistral-2x7B
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layer_range: [0, 32]
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- model: NeverSleep/Noromaid-7b-v0.2
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layer_range: [0, 32]
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# - model: saishf/West-Hermes-7B
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# layer_range: [0, 32]
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merge_method: slerp
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base_model: uproai/RosMistral-2x7B
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parameters:
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t:
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- filter: self_attn
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- filter: mlp
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value: [1, 0.5, 0.7, 0.3, 0]
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- value: 0.5
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dtype: bfloat16```
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## 💻 Usage
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config.json
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{
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"_name_or_path": "
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"architectures": [
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"MistralForCausalLM"
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],
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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.
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"use_cache": true,
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"vocab_size": 32000
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}
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{
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"_name_or_path": "uproai/RosMistral-2x7B",
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"architectures": [
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"MistralForCausalLM"
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],
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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": "4.38.1",
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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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slices:
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- sources:
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- model:
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layer_range: [0, 32]
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- model:
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layer_range: [0, 32]
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merge_method: slerp
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base_model:
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parameters:
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t:
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- filter: self_attn
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- filter: mlp
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value: [1, 0.5, 0.7, 0.3, 0]
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- value: 0.5
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dtype: bfloat16
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slices:
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- sources:
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- model: uproai/RosMistral-2x7B
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layer_range: [0, 32]
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- model: NeverSleep/Noromaid-7b-v0.2
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layer_range: [0, 32]
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# - model: saishf/West-Hermes-7B
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# layer_range: [0, 32]
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merge_method: slerp
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base_model: uproai/RosMistral-2x7B
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parameters:
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t:
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- filter: self_attn
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- filter: mlp
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value: [1, 0.5, 0.7, 0.3, 0]
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- value: 0.5
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dtype: bfloat16
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model-00001-of-00002.safetensors
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model.safetensors.index.json
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