Duplicate from julien-c/Mistral-7B-Neural-Story-mix

Co-authored-by: Julien Chaumond <[email protected]>

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README.md

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+---
+base_model:
+- mistralai/Mistral-7B-Instruct-v0.2
+- NeuralNovel/Mistral-7B-Instruct-v0.2-Neural-Story
+tags:
+- mergekit
+- merge
+license: apache-2.0
+inference: false
+---
+# `julien-c/Mistral-7B-Neural-Story-mix`
+
+This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+
+## Merge Details
+### Merge Method
+
+This model was merged using the [linear](https://arxiv.org/abs/2203.05482) merge method.
+
+### Models Merged
+
+The following models were included in the merge:
+* [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2)
+* [NeuralNovel/Mistral-7B-Instruct-v0.2-Neural-Story](https://huggingface.co/NeuralNovel/Mistral-7B-Instruct-v0.2-Neural-Story)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+dtype: float16
+merge_method: linear
+slices:
+- sources:
+  - layer_range: [0, 32]
+    model: mistralai/Mistral-7B-Instruct-v0.2
+    parameters:
+      weight: 1.0
+  - layer_range: [0, 32]
+    model: NeuralNovel/Mistral-7B-Instruct-v0.2-Neural-Story
+    parameters:
+      weight: 0.75
+```

config.json

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+{
+  "_name_or_path": "mistralai/Mistral-7B-Instruct-v0.2",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 32768,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 1000000.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float16",
+  "transformers_version": "4.35.2",
+  "use_cache": true,
+  "vocab_size": 32000
+}

mergekit_config.yml

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+models:
+  - model: mistralai/Mistral-7B-Instruct-v0.2
+    parameters:
+      weight: 1.0
+  - model: NeuralNovel/Mistral-7B-Instruct-v0.2-Neural-Story
+    parameters:
+      weight: 0.75
+merge_method: linear
+dtype: float16

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tokenizer_config.json

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