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README.md

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+---
+library_name: transformers
+tags:
+- mergekit
+- merge
+- mistral
+- roleplay
+---
+
+# Info
+
+Remake of v4 with the new merge method.
+
+Very intersting model, works well with smooth sampling 0.25 and minP 0.075
+
+ChatML and Alpaca
+
+# Irene-RP-v5-7B
+
+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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using /mnt/2TB/Models/Sharded/Mistral-7B-v0.2-hf-sharded as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [l3utterfly/mistral-7b-v0.2-layla-v4](https://huggingface.co/l3utterfly/mistral-7b-v0.2-layla-v4)
+* [Locutusque/Hercules-4.0-Mistral-v0.2-7B](https://huggingface.co/Locutusque/Hercules-4.0-Mistral-v0.2-7B)
+* [Weyaxi/Einstein-v5-v0.2-7B](https://huggingface.co/Weyaxi/Einstein-v5-v0.2-7B)
+* [Virt-io/Irene-RP-v3-7B](https://huggingface.co/Virt-io/Irene-RP-v3-7B)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+  - model: alpindale/Mistral-7B-v0.2-hf
+  - model: l3utterfly/mistral-7b-v0.2-layla-v4
+  - model: mergekit/Hercules_Einstein_MODELSTOCK
+  - model: Virt-io/Irene-RP-v3-7B
+merge_method: model_stock
+base_model: alpindale/Mistral-7B-v0.2-hf
+dtype: float16
+```

config.json

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+{
+  "_name_or_path": "Sharded/Mistral-7B-v0.2-hf-sharded",
+  "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": "4.39.2",
+  "use_cache": true,
+  "vocab_size": 32000
+}

mergekit_config.yml

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+models:
+  - model: /mnt/2TB/Models/Sharded/Mistral-7B-v0.2-hf-sharded
+  - model: /mnt/2TB/Models/Sharded/mistral-7b-v0.2-layla-v4-sharded
+  - model: /mnt/NVME/Models/HF/Hercules_Einstein_MODELSTOCK
+  - model: Virt-io/Irene-RP-v3-7B
+merge_method: model_stock
+base_model: /mnt/2TB/Models/Sharded/Mistral-7B-v0.2-hf-sharded
+dtype: float16

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