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README.md

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+---
+base_model: []
+library_name: transformers
+tags:
+- mergekit
+- merge
+---
+
+![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/6550b16f7490049d6237f200/p0ZBFYc1RNoYcowv3Nj40.jpeg)
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6550b16f7490049d6237f200/peSTK513q1WOfRfRzWga4.png)
+
+# Information
+## Details
+
+Improved NemoRemix for storytelling and roleplay. Plus, this one can also be used as a general assistant model. The prose is pretty much the same, but it was made smarter, thanks to the addition of the amazing Migtissera's Tess model. I yeeted out Gryphe's Pantheon-RP, though, because it was trained with asterisks in mind, unlike the rest of the models in the merge, which caused it to mess the formatting from time to time; this one doesn't do that anymore. Hooray! All credits and thanks go to the amazing Migtissera, MistralAI, Anthracite, Sao10K and ShuttleAI for their amazing models.
+
+## Instruct
+
+ChatML but Mistral Instruct should work too (theoretically).
+
+```
+<|im_start|>system
+{system}<|im_end|>
+<|im_start|>user
+{message}<|im_end|>
+<|im_start|>assistant
+{response}<|im_end|>
+```
+
+## Parameters
+
+I recommend running Temperature 1.0-1.2 with 0.1 Top A or 0.01-0.1 Min P, and with 0.8/1.75/2/0 DRY. Also works with lower Temperatures below 1.0. Nothing more needed.
+
+### Settings
+
+You can use my exact settings from here (use the ones from the ChatML Base/Customized folder): https://huggingface.co/MarinaraSpaghetti/SillyTavern-Settings/tree/main.
+
+## GGUF
+
+https://huggingface.co/MarinaraSpaghetti/NemoReRemix-GGUF
+
+# NemoReRemix-12B
+
+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 della_linear merge method using E:\mergekit\mistralaiMistral-Nemo-Base-2407 as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* E:\mergekit\Sao10K_MN-12B-Lyra-v1
+* E:\mergekit\mistralaiMistral-Nemo-Instruct-2407
+* E:\mergekit\migtissera_Tess-3-Mistral-Nemo
+* E:\mergekit\shuttleai_shuttle-2.5-mini
+* E:\mergekit\anthracite-org_magnum-12b-v2
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+  - model: E:\mergekit\mistralaiMistral-Nemo-Instruct-2407
+    parameters:
+      weight: 0.1
+      density: 0.4
+  - model: E:\mergekit\Sao10K_MN-12B-Lyra-v1
+    parameters:
+      weight: 0.12
+      density: 0.5
+  - model: E:\mergekit\shuttleai_shuttle-2.5-mini
+    parameters:
+      weight: 0.2
+      density: 0.6
+  - model: E:\mergekit\migtissera_Tess-3-Mistral-Nemo
+    parameters:
+      weight: 0.25
+      density: 0.7
+  - model: E:\mergekit\anthracite-org_magnum-12b-v2
+    parameters:
+      weight: 0.33
+      density: 0.8
+merge_method: della_linear
+base_model: E:\mergekit\mistralaiMistral-Nemo-Base-2407
+parameters:
+  epsilon: 0.05
+  lambda: 1
+dtype: bfloat16
+```
+
+# Ko-fi
+## Enjoying what I do? Consider donating here, thank you!
+
+https://ko-fi.com/spicy_marinara

config.json

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+{
+    "_name_or_path": "E:\\mergekit\\mistralaiMistral-Nemo-Base-2407",
+    "architectures": [
+        "MistralForCausalLM"
+    ],
+    "attention_dropout": 0.0,
+    "bos_token_id": 1,
+    "eos_token_id": 2,
+    "head_dim": 128,
+    "hidden_act": "silu",
+    "hidden_size": 5120,
+    "initializer_range": 0.02,
+    "intermediate_size": 14336,
+    "max_position_embeddings": 1024000,
+    "model_type": "mistral",
+    "num_attention_heads": 32,
+    "num_hidden_layers": 40,
+    "num_key_value_heads": 8,
+    "rms_norm_eps": 1e-05,
+    "rope_theta": 1000000.0,
+    "sliding_window": null,
+    "tie_word_embeddings": false,
+    "torch_dtype": "bfloat16",
+    "transformers_version": "4.44.0",
+    "use_cache": true,
+    "vocab_size": 131072,
+    "quantization_config": {
+        "quant_method": "exl2",
+        "version": "0.1.7",
+        "bits": 5.0,
+        "head_bits": 6,
+        "calibration": {
+            "rows": 115,
+            "length": 2048,
+            "dataset": "(default)"
+        }
+    }
+}

mergekit_config.yml

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+models:
+  - model: E:\mergekit\mistralaiMistral-Nemo-Instruct-2407
+    parameters:
+      weight: 0.1
+      density: 0.4
+  - model: E:\mergekit\Sao10K_MN-12B-Lyra-v1
+    parameters:
+      weight: 0.12
+      density: 0.5
+  - model: E:\mergekit\shuttleai_shuttle-2.5-mini
+    parameters:
+      weight: 0.2
+      density: 0.6
+  - model: E:\mergekit\migtissera_Tess-3-Mistral-Nemo
+    parameters:
+      weight: 0.25
+      density: 0.7
+  - model: E:\mergekit\anthracite-org_magnum-12b-v2
+    parameters:
+      weight: 0.33
+      density: 0.8
+merge_method: della_linear
+base_model: E:\mergekit\mistralaiMistral-Nemo-Base-2407
+parameters:
+  epsilon: 0.05
+  lambda: 1
+dtype: bfloat16

model.safetensors.index.json

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