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---
license: apache-2.0
tags:
- merge
- mergekit
- microsoft/Orca-2-7b
- arcee-ai/Patent-Instruct-7b
---
# Patent-Instruct-Yi
Patent-Instruct-Yi is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
* [microsoft/Orca-2-7b](https://huggingface.co/microsoft/Orca-2-7b)
* [arcee-ai/Patent-Instruct-7b](https://huggingface.co/arcee-ai/Patent-Instruct-7b)
## 🧩 Configuration
```yaml
slices:
- sources:
- model: microsoft/Orca-2-7b
layer_range: [0, 32]
- model: arcee-ai/Patent-Instruct-7b
layer_range: [0, 32]
merge_method: slerp
base_model: microsoft/Orca-2-7b
parameters:
t:
- filter: self_attn
value: [0, 0.5, 0.3, 0.7, 1]
- filter: mlp
value: [1, 0.5, 0.7, 0.3, 0]
- value: 0.5
dtype: bfloat16
```

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"_name_or_path": "microsoft/Orca-2-7b",
"architectures": [
"LlamaForCausalLM"
],
"attention_bias": false,
"attention_dropout": 0.0,
"bos_token_id": 1,
"eos_token_id": 2,
"hidden_act": "silu",
"hidden_size": 4096,
"initializer_range": 0.02,
"intermediate_size": 11008,
"max_position_embeddings": 4096,
"model_type": "llama",
"num_attention_heads": 32,
"num_hidden_layers": 32,
"num_key_value_heads": 32,
"pretraining_tp": 1,
"rms_norm_eps": 1e-05,
"rope_scaling": null,
"rope_theta": 10000.0,
"tie_word_embeddings": false,
"torch_dtype": "bfloat16",
"transformers_version": "4.39.0",
"use_cache": true,
"vocab_size": 32000
}

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{"framework": "pytorch", "task": "text-generation", "allow_remote": true}

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slices:
- sources:
- model: microsoft/Orca-2-7b
layer_range: [0, 32]
- model: arcee-ai/Patent-Instruct-7b
layer_range: [0, 32]
merge_method: slerp
base_model: microsoft/Orca-2-7b
parameters:
t:
- filter: self_attn
value: [0, 0.5, 0.3, 0.7, 1]
- filter: mlp
value: [1, 0.5, 0.7, 0.3, 0]
- value: 0.5
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